Implement logical types conversion for serializer/deserializer

awslabs · Dec 19, 2022 · 47e71a4 · 47e71a4
1 parent f4f1d8a
commit 47e71a4
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Showing 12 changed files with 134 additions and 18 deletions.
diff --git a/...com/amazonaws/services/schemaregistry/common/configs/GlueSchemaRegistryConfiguration.java b/...com/amazonaws/services/schemaregistry/common/configs/GlueSchemaRegistryConfiguration.java
@@ -64,6 +64,8 @@ public class GlueSchemaRegistryConfiguration {
     private List<SerializationFeature> jacksonSerializationFeatures;
     private List<DeserializationFeature> jacksonDeserializationFeatures;
 
+    private boolean logicalTypesConversionEnabled;
+
     public GlueSchemaRegistryConfiguration(String region) {
         Map<String, Object> config = new HashMap<>();
         config.put(AWSSchemaRegistryConstants.AWS_REGION, region);
@@ -99,6 +101,7 @@ private void buildSchemaRegistryConfigs(Map<String, ?> configs) {
         validateAndSetMetadata(configs);
         validateAndSetUserAgent(configs);
         validateAndSetSecondaryDeserializer(configs);
+        validateAndSetLogicalTypesConversionEnabled(configs);
     }
 
     private void validateAndSetSecondaryDeserializer(Map<String, ?> configs) {
@@ -125,6 +128,12 @@ private void validateAndSetUserAgent(Map<String, ?> configs) {
         }
     }
 
+    private void validateAndSetLogicalTypesConversionEnabled(Map<String, ?> configs) {
+        if (isPresent(configs, AWSSchemaRegistryConstants.LOGICAL_TYPES_CONVERSION_ENABLED)) {
+            this.logicalTypesConversionEnabled = (Boolean) configs.get(AWSSchemaRegistryConstants.LOGICAL_TYPES_CONVERSION_ENABLED);
+        }
+    }
+
     private void validateAndSetCompressionType(Map<String, ?> configs) {
         if (isPresent(configs, AWSSchemaRegistryConstants.COMPRESSION_TYPE) && validateCompressionType(
                 (String) configs.get(AWSSchemaRegistryConstants.COMPRESSION_TYPE))) {

diff --git a/...src/main/java/com/amazonaws/services/schemaregistry/utils/AWSSchemaRegistryConstants.java b/...src/main/java/com/amazonaws/services/schemaregistry/utils/AWSSchemaRegistryConstants.java
@@ -168,6 +168,11 @@ public final class AWSSchemaRegistryConstants {
      */
     public static final String USER_AGENT_APP = "userAgentApp";
 
+    /**
+     * Boolean indicating if logical types in avro data must be converted or not.
+     */
+    public static final String LOGICAL_TYPES_CONVERSION_ENABLED = "logicalTypesConversionEnabled";
+
     /**
      * Private constructor to avoid initialization of the class.
      */

diff --git a/.../main/java/com/amazonaws/services/schemaregistry/deserializers/avro/AvroDeserializer.java b/.../main/java/com/amazonaws/services/schemaregistry/deserializers/avro/AvroDeserializer.java
@@ -51,6 +51,9 @@ public class AvroDeserializer implements GlueSchemaRegistryDataFormatDeserialize
     @Setter
     private AvroRecordType avroRecordType;
 
+    @Setter
+    private boolean logicalTypesConversionEnabled;
+
     @NonNull
     @Getter
     @VisibleForTesting
@@ -65,6 +68,7 @@ public class AvroDeserializer implements GlueSchemaRegistryDataFormatDeserialize
     public AvroDeserializer(GlueSchemaRegistryConfiguration configs) {
         this.schemaRegistrySerDeConfigs = configs;
         this.avroRecordType = configs.getAvroRecordType();
+        this.logicalTypesConversionEnabled = configs.isLogicalTypesConversionEnabled();
         this.datumReaderCache =
             CacheBuilder
                 .newBuilder()
@@ -111,7 +115,7 @@ private BinaryDecoder getBinaryDecoder(byte[] data, int start, int end) {
     private class DatumReaderCache extends CacheLoader<String, DatumReader<Object>> {
         @Override
         public DatumReader<Object> load(String schema) throws Exception {
-            return DatumReaderInstance.from(schema, avroRecordType);
+            return DatumReaderInstance.from(schema, avroRecordType, logicalTypesConversionEnabled);
         }
     }
 }
diff --git a/...in/java/com/amazonaws/services/schemaregistry/deserializers/avro/DatumReaderInstance.java b/...in/java/com/amazonaws/services/schemaregistry/deserializers/avro/DatumReaderInstance.java
@@ -29,7 +29,7 @@ public class DatumReaderInstance {
      * @throws IllegalAccessException can be thrown readerClass.newInstance() from
      *                                java.lang.Class implementation
      */
-    public static DatumReader<Object> from(String writerSchemaDefinition, AvroRecordType avroRecordType)
+    public static DatumReader<Object> from(String writerSchemaDefinition, AvroRecordType avroRecordType, boolean logicalTypesConversionEnabled)
         throws InstantiationException, IllegalAccessException {
 
         Schema writerSchema = AVRO_UTILS.parseSchema(writerSchemaDefinition);
@@ -47,7 +47,11 @@ public static DatumReader<Object> from(String writerSchemaDefinition, AvroRecord
             case GENERIC_RECORD:
                 log.debug("Using GenericDatumReader for de-serializing Avro message, schema: {})",
                     writerSchema.toString());
-                return new GenericDatumReader<>(writerSchema);
+                if (logicalTypesConversionEnabled) {
+                    return new GenericDatumReader<>(writerSchema, writerSchema, GenericDataWithLogicalTypesConversion.getInstance());
+                } else {
+                    return new GenericDatumReader<>(writerSchema);
+                }
 
             default:
                 String message = String.format("Unsupported AvroRecordType: %s",

diff --git a/...aws/services/schemaregistry/deserializers/avro/GenericDataWithLogicalTypesConversion.java b/...aws/services/schemaregistry/deserializers/avro/GenericDataWithLogicalTypesConversion.java
@@ -0,0 +1,27 @@
+package com.amazonaws.services.schemaregistry.deserializers.avro;
+
+import lombok.extern.slf4j.Slf4j;
+import org.apache.avro.Conversions;
+import org.apache.avro.data.TimeConversions;
+import org.apache.avro.generic.GenericData;
+
+@Slf4j
+public class GenericDataWithLogicalTypesConversion {
+    private static final GenericData INSTANCE = new GenericData();
+
+    static {
+        INSTANCE.addLogicalTypeConversion(new Conversions.DecimalConversion());
+        INSTANCE.addLogicalTypeConversion(new Conversions.UUIDConversion());
+        INSTANCE.addLogicalTypeConversion(new TimeConversions.DateConversion());
+        INSTANCE.addLogicalTypeConversion(new TimeConversions.TimeMillisConversion());
+        INSTANCE.addLogicalTypeConversion(new TimeConversions.TimeMicrosConversion());
+        INSTANCE.addLogicalTypeConversion(new TimeConversions.LocalTimestampMillisConversion());
+        INSTANCE.addLogicalTypeConversion(new TimeConversions.LocalTimestampMicrosConversion());
+        INSTANCE.addLogicalTypeConversion(new TimeConversions.TimestampMillisConversion());
+        INSTANCE.addLogicalTypeConversion(new TimeConversions.TimestampMicrosConversion());
+    }
+
+    public static GenericData getInstance() {
+        return INSTANCE;
+    }
+}
diff --git a/...om/amazonaws/services/schemaregistry/serializers/GlueSchemaRegistrySerializerFactory.java b/...om/amazonaws/services/schemaregistry/serializers/GlueSchemaRegistrySerializerFactory.java
@@ -45,7 +45,7 @@ public GlueSchemaRegistryDataFormatSerializer getInstance(@NonNull DataFormat da
                                                               @NonNull GlueSchemaRegistryConfiguration glueSchemaRegistryConfig) {
         switch (dataFormat) {
             case AVRO:
-                this.serializerMap.computeIfAbsent(dataFormat, key -> new AvroSerializer());
+                this.serializerMap.computeIfAbsent(dataFormat, key -> new AvroSerializer(glueSchemaRegistryConfig));
 
                 log.debug("Returning Avro serializer instance from GlueSchemaRegistrySerializerFactory");
                 return this.serializerMap.get(dataFormat);

diff --git a/.../src/main/java/com/amazonaws/services/schemaregistry/serializers/avro/AvroSerializer.java b/.../src/main/java/com/amazonaws/services/schemaregistry/serializers/avro/AvroSerializer.java
@@ -15,6 +15,7 @@
 package com.amazonaws.services.schemaregistry.serializers.avro;
 
 import com.amazonaws.services.schemaregistry.common.GlueSchemaRegistryDataFormatSerializer;
+import com.amazonaws.services.schemaregistry.common.configs.GlueSchemaRegistryConfiguration;
 import com.amazonaws.services.schemaregistry.exception.AWSSchemaRegistryException;
 import com.amazonaws.services.schemaregistry.utils.AVROUtils;
 import com.amazonaws.services.schemaregistry.utils.AvroRecordType;
@@ -45,12 +46,14 @@
 public class AvroSerializer implements GlueSchemaRegistryDataFormatSerializer {
     private AVROUtils avroUtils = AVROUtils.getInstance();
     private static final long MAX_DATUM_WRITER_CACHE_SIZE = 100;
+    private final boolean logicalTypesConversionEnabled;
 
     @NonNull
     @VisibleForTesting
     protected final LoadingCache<DatumWriterCacheKey, DatumWriter<Object>> datumWriterCache;
 
-    public AvroSerializer() {
+    public AvroSerializer(GlueSchemaRegistryConfiguration glueSchemaRegistryConfig) {
+        this.logicalTypesConversionEnabled = glueSchemaRegistryConfig.isLogicalTypesConversionEnabled();
         this.datumWriterCache =
             CacheBuilder
                 .newBuilder()
@@ -61,7 +64,7 @@ public AvroSerializer() {
     @Override
     public byte[] serialize(Object data) {
         byte[] bytes;
-        bytes = serialize(data, createDatumWriter(data));
+        bytes = serialize(data, createDatumWriter(data, logicalTypesConversionEnabled));
 
         return bytes;
     }
@@ -74,19 +77,19 @@ public byte[] serialize(Object data) {
      * @param object the Avro message
      * @return Avro datum writer for serialization
      */
-    private DatumWriter<Object> createDatumWriter(Object object) {
+    private DatumWriter<Object> createDatumWriter(Object object, boolean logicalTypesConversionEnabled) {
         org.apache.avro.Schema schema = AVROUtils.getInstance()
                 .getSchema(object);
         if (object instanceof SpecificRecord) {
             return getSpecificDatumWriter(schema);
         } else if (object instanceof GenericRecord) {
-            return getGenericDatumWriter(schema);
+            return getGenericDatumWriter(schema, logicalTypesConversionEnabled);
         } else if (object instanceof GenericData.EnumSymbol) {
-            return getGenericDatumWriter(schema);
+            return getGenericDatumWriter(schema, logicalTypesConversionEnabled);
         } else if (object instanceof GenericData.Array) {
-            return getGenericDatumWriter(schema);
+            return getGenericDatumWriter(schema, logicalTypesConversionEnabled);
         } else if (object instanceof GenericData.Fixed) {
-            return getGenericDatumWriter(schema);
+            return getGenericDatumWriter(schema, logicalTypesConversionEnabled);
         } else {
             String message =
                 String.format("Unsupported type passed for serialization: %s", object);
@@ -96,13 +99,13 @@ private DatumWriter<Object> createDatumWriter(Object object) {
 
     @SneakyThrows
     private DatumWriter<Object> getSpecificDatumWriter(Schema schema) {
-        DatumWriterCacheKey datumWriterCacheKey = new DatumWriterCacheKey(schema, AvroRecordType.SPECIFIC_RECORD);
+        DatumWriterCacheKey datumWriterCacheKey = new DatumWriterCacheKey(schema, AvroRecordType.SPECIFIC_RECORD, false);
         return datumWriterCache.get(datumWriterCacheKey);
     }
 
     @SneakyThrows
-    private DatumWriter<Object> getGenericDatumWriter(Schema schema) {
-        DatumWriterCacheKey datumWriterCacheKey = new DatumWriterCacheKey(schema, AvroRecordType.GENERIC_RECORD);
+    private DatumWriter<Object> getGenericDatumWriter(Schema schema, boolean logicalTypesConversionEnabled) {
+        DatumWriterCacheKey datumWriterCacheKey = new DatumWriterCacheKey(schema, AvroRecordType.GENERIC_RECORD, logicalTypesConversionEnabled);
         return datumWriterCache.get(datumWriterCacheKey);
     }
 
@@ -160,14 +163,16 @@ private static class DatumWriterCacheKey {
         private final Schema schema;
         @NonNull
         private final AvroRecordType avroRecordType;
+        private final boolean logicalTypesConversionEnabled;
     }
 
     private static class DatumWriterCache extends CacheLoader<DatumWriterCacheKey, DatumWriter<Object>> {
         @Override
         public DatumWriter<Object> load(DatumWriterCacheKey datumWriterCacheKey) {
             Schema schema = datumWriterCacheKey.getSchema();
             AvroRecordType avroRecordType = datumWriterCacheKey.getAvroRecordType();
-            return DatumWriterInstance.get(schema, avroRecordType);
+            boolean logicalTypesConversionEnabled = datumWriterCacheKey.isLogicalTypesConversionEnabled();
+            return DatumWriterInstance.get(schema, avroRecordType, logicalTypesConversionEnabled);
         }
     }
 }
diff --git a/...main/java/com/amazonaws/services/schemaregistry/serializers/avro/DatumWriterInstance.java b/...main/java/com/amazonaws/services/schemaregistry/serializers/avro/DatumWriterInstance.java
@@ -1,5 +1,6 @@
 package com.amazonaws.services.schemaregistry.serializers.avro;
 
+import com.amazonaws.services.schemaregistry.deserializers.avro.GenericDataWithLogicalTypesConversion;
 import com.amazonaws.services.schemaregistry.exception.AWSSchemaRegistryException;
 import com.amazonaws.services.schemaregistry.utils.AvroRecordType;
 import org.apache.avro.Schema;
@@ -8,12 +9,16 @@
 import org.apache.avro.specific.SpecificDatumWriter;
 
 public class DatumWriterInstance {
-    public static DatumWriter<Object> get(Schema schema, AvroRecordType avroRecordType) {
+    public static DatumWriter<Object> get(Schema schema, AvroRecordType avroRecordType, boolean logicalTypesConversionEnabled) {
         switch (avroRecordType) {
             case SPECIFIC_RECORD:
                 return new SpecificDatumWriter<>(schema);
             case GENERIC_RECORD:
-                return new GenericDatumWriter<>(schema);
+                if (logicalTypesConversionEnabled) {
+                    return new GenericDatumWriter<>(schema, GenericDataWithLogicalTypesConversion.getInstance());
+                } else {
+                    return new GenericDatumWriter<>(schema);
+                }
             case UNKNOWN:
             default:
                 String message =

diff --git a/...t/java/com/amazonaws/services/schemaregistry/deserializers/avro/AvroDeserializerTest.java b/...t/java/com/amazonaws/services/schemaregistry/deserializers/avro/AvroDeserializerTest.java
@@ -50,6 +50,7 @@
 import java.util.Map;
 import java.util.UUID;
 
+import static com.amazonaws.services.schemaregistry.utils.RecordGenerator.AVRO_USER_LOGICAL_TYPES_SCHEMA_FILE_PATH;
 import static org.junit.jupiter.api.Assertions.assertAll;
 import static org.junit.jupiter.api.Assertions.assertEquals;
 import static org.junit.jupiter.api.Assertions.assertNotNull;
@@ -87,6 +88,7 @@ public class AvroDeserializerTest {
     public void setup() {
         this.configs.put(AWSSchemaRegistryConstants.AWS_ENDPOINT, "https://test");
         this.configs.put(AWSSchemaRegistryConstants.AWS_REGION, "us-west-2");
+        this.configs.put(AWSSchemaRegistryConstants.LOGICAL_TYPES_CONVERSION_ENABLED, true);
         this.schemaRegistrySerDeConfigs = new GlueSchemaRegistryConfiguration(this.configs);
 
         MockitoAnnotations.initMocks(this);
@@ -298,6 +300,28 @@ public void testDeserialize_genericRecord_equalsOriginal(AWSSchemaRegistryConsta
         assertEquals(1, avroDeserializer.getDatumReaderCache().size());
     }
 
+    /**
+     * Test whether the serialized generic record with logical types can be de-serialized back to the
+     * generic record instance with conversions.
+     */
+    @ParameterizedTest
+    @EnumSource(AWSSchemaRegistryConstants.COMPRESSION.class)
+    public void testDeserialize_genericRecord_with_logicalTypes_equalsOriginal(AWSSchemaRegistryConstants.COMPRESSION compressionType) {
+        GenericRecord genericRecord = RecordGenerator.createGenericAvroRecordWithLogicalTypes();
+
+        ByteBuffer serializedData = createBasicSerializedData(genericRecord, compressionType.name(), DataFormat.AVRO);
+        org.apache.avro.Schema schema = SchemaLoader.loadAvroSchema(AVRO_USER_LOGICAL_TYPES_SCHEMA_FILE_PATH);
+        AvroDeserializer avroDeserializer = createAvroDeserializer(AvroRecordType.GENERIC_RECORD);
+
+        com.amazonaws.services.schemaregistry.common.Schema schemaObject = new com.amazonaws.services.schemaregistry.common.Schema(
+                schema.toString(), DataFormat.AVRO.name(), "testAvroSchema");
+
+        Object deserializedObject = avroDeserializer.deserialize(serializedData, schemaObject);
+        assertGenericRecord(genericRecord, deserializedObject);
+        //Assert the instance is getting cached.
+        assertEquals(1, avroDeserializer.getDatumReaderCache().size());
+    }
+
     public void assertGenericRecord(GenericRecord genericRecord, Object deserializedObject) {
         assertTrue(deserializedObject instanceof GenericRecord);
         assertTrue(deserializedObject.equals(genericRecord));

diff --git a/.../test/java/com/amazonaws/services/schemaregistry/serializers/avro/AvroSerializerTest.java b/.../test/java/com/amazonaws/services/schemaregistry/serializers/avro/AvroSerializerTest.java
@@ -1,16 +1,21 @@
 package com.amazonaws.services.schemaregistry.serializers.avro;
 
+import com.amazonaws.services.schemaregistry.common.configs.GlueSchemaRegistryConfiguration;
+import com.amazonaws.services.schemaregistry.utils.AWSSchemaRegistryConstants;
 import com.amazonaws.services.schemaregistry.utils.RecordGenerator;
 import org.apache.avro.generic.GenericRecord;
 import org.junit.jupiter.api.Test;
 
+import java.util.HashMap;
+
 import static org.junit.jupiter.api.Assertions.assertEquals;
 
 public class AvroSerializerTest {
 
     @Test
     public void serialize_WhenSerializeIsCalled_ReturnsCachedInstance() {
-        AvroSerializer avroSerializer = new AvroSerializer();
+        GlueSchemaRegistryConfiguration config = new GlueSchemaRegistryConfiguration("eu-west-1");
+        AvroSerializer avroSerializer = new AvroSerializer(config);
 
         User specificUserRecord = RecordGenerator.createSpecificAvroRecord();
         GenericRecord genericUserRecord = RecordGenerator.createGenericUserMapAvroRecord();

diff --git a/...serializer/src/test/java/com/amazonaws/services/schemaregistry/utils/RecordGenerator.java b/...serializer/src/test/java/com/amazonaws/services/schemaregistry/utils/RecordGenerator.java
@@ -22,7 +22,9 @@
 import org.apache.avro.generic.GenericData;
 import org.apache.avro.generic.GenericRecord;
 
+import java.math.BigDecimal;
 import java.time.Instant;
+import java.time.LocalDate;
 import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.Calendar;
@@ -42,6 +44,7 @@ public final class RecordGenerator {
     public static final String AVRO_USER_ARRAY_STRING_SCHEMA_FILE = "src/test/resources/avro/user_array_String.avsc";
     public static final String AVRO_USER_MAP_SCHEMA_FILE = "src/test/resources/avro/user_map.avsc";
     public static final String AVRO_USER_MIXED_TYPE_SCHEMA_FILE = "src/test/resources/avro/user3.avsc";
+    public static final String AVRO_USER_LOGICAL_TYPES_SCHEMA_FILE_PATH = "src/test/resources/avro/user4.avsc";
     public static final String JSON_PERSON_SCHEMA_FILE_PATH =
             "src/test/resources/json/schema/draft07/person.schema.json";
     public static final String JSON_PERSON_DATA_FILE_PATH = "src/test/resources/json/person1.json";
@@ -322,6 +325,21 @@ public static GenericData.Record createGenericMultipleTypesAvroRecord() {
         return genericRecordWithAllTypes;
     }
 
+    /**
+     * Test Helper method to generate a test GenericRecord with logical types
+     *
+     * @return Generic AVRO Record
+     */
+    public static GenericRecord createGenericAvroRecordWithLogicalTypes() {
+        Schema schema = SchemaLoader.loadAvroSchema(AVRO_USER_LOGICAL_TYPES_SCHEMA_FILE_PATH);
+        GenericRecord genericRecord = new GenericData.Record(schema);
+        genericRecord.put("name", "Sylvestre");
+        genericRecord.put("dateOfBirth", LocalDate.parse("2021-05-01"));
+        genericRecord.put("age", new BigDecimal("1.56"));
+
+        return genericRecord;
+    }
+
     /**
      * Helper method to create a test user object
      *

diff --git a/serializer-deserializer/src/test/resources/avro/user4.avsc b/serializer-deserializer/src/test/resources/avro/user4.avsc
@@ -0,0 +1,10 @@
+{
+  "namespace": "com.amazonaws.services.schemaregistry.serializers.avro",
+  "type": "record",
+  "name": "User4",
+  "fields": [
+      {"name": "name", "type": "string" },
+      {"name": "dateOfBirth", "type": { "type": "int", "logicalType": "date"} },
+      {"name": "age", "type": { "type": "bytes", "logicalType": "decimal", "precision": 12, "scale": 2 } }
+  ]
+}