[HUDI-1650] Custom avro kafka deserializer. (#2619)
* Custom avro kafka deserializer Co-authored-by: volodymyr.burenin <volodymyr.burenin@cloudkitchens.com> Co-authored-by: Sivabalan Narayanan <sivabala@uber.com>
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/*
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* Licensed to the Apache Software Foundation (ASF) under one
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* or more contributor license agreements. See the NOTICE file
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* distributed with this work for additional information
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* regarding copyright ownership. The ASF licenses this file
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* to you under the Apache License, Version 2.0 (the
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* "License"); you may not use this file except in compliance
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* with the License. You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package org.apache.hudi.utilities.deser;
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import org.apache.hudi.common.config.TypedProperties;
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import org.apache.hudi.utilities.sources.helpers.SchemaTestProvider;
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import org.apache.hudi.utilities.testutils.UtilitiesTestBase;
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import io.confluent.kafka.schemaregistry.client.MockSchemaRegistryClient;
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import io.confluent.kafka.schemaregistry.client.SchemaRegistryClient;
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import io.confluent.kafka.serializers.KafkaAvroDeserializerConfig;
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import io.confluent.kafka.serializers.KafkaAvroSerializer;
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import org.apache.avro.Schema;
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import org.apache.avro.generic.GenericData;
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import org.apache.avro.generic.GenericRecord;
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import org.apache.avro.generic.IndexedRecord;
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import org.junit.jupiter.api.Test;
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import java.util.HashMap;
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import java.util.Map;
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import java.util.Map.Entry;
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import java.util.Properties;
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import static org.junit.jupiter.api.Assertions.assertEquals;
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import static org.junit.jupiter.api.Assertions.assertNotEquals;
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import static org.junit.jupiter.api.Assertions.assertNull;
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/**
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* Tests {@link KafkaAvroSchemaDeserializer}.
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*/
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public class TestKafkaAvroSchemaDeserializer extends UtilitiesTestBase {
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private final SchemaRegistryClient schemaRegistry;
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private final KafkaAvroSerializer avroSerializer;
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private final String topic;
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private final Schema origSchema = createUserSchema();
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private final Schema evolSchema = createExtendUserSchema();
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private Properties defaultConfig = new Properties();
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public TestKafkaAvroSchemaDeserializer() {
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defaultConfig.put(KafkaAvroDeserializerConfig.SCHEMA_REGISTRY_URL_CONFIG, "bogus");
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defaultConfig.put("hoodie.deltastreamer.schemaprovider.class", SchemaTestProvider.class.getName());
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schemaRegistry = new MockSchemaRegistryClient();
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avroSerializer = new KafkaAvroSerializer(schemaRegistry, new HashMap(defaultConfig));
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topic = "test";
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}
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private Schema createUserSchema() {
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String userSchema = "{\"namespace\": \"example.avro\", \"type\": \"record\", "
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+ "\"name\": \"User\","
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+ "\"fields\": [{\"name\": \"name\", \"type\": \"string\"}]}";
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Schema.Parser parser = new Schema.Parser();
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Schema schema = parser.parse(userSchema);
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return schema;
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}
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private IndexedRecord createUserRecord() {
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Schema schema = createUserSchema();
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GenericRecord avroRecord = new GenericData.Record(schema);
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avroRecord.put("name", "testUser");
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return avroRecord;
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}
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private Schema createExtendUserSchema() {
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String userSchema = "{\"namespace\": \"example.avro\", \"type\": \"record\", "
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+ "\"name\": \"User\","
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+ "\"fields\": [{\"name\": \"name\", \"type\": \"string\"}, "
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+ "{\"name\": \"age\", \"type\": [\"null\", \"int\"], \"default\": null}]}";
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Schema.Parser parser = new Schema.Parser();
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Schema schema = parser.parse(userSchema);
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return schema;
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}
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private IndexedRecord createExtendUserRecord() {
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Schema schema = createExtendUserSchema();
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GenericRecord avroRecord = new GenericData.Record(schema);
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avroRecord.put("name", "testUser");
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avroRecord.put("age", 30);
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return avroRecord;
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}
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/**
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* Tests {@link KafkaAvroSchemaDeserializer#deserialize(boolean, String, Boolean, byte[], Schema)}.
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*/
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@Test
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public void testKafkaAvroSchemaDeserializer() {
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byte[] bytesOrigRecord;
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IndexedRecord avroRecord = createUserRecord();
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SchemaTestProvider.schemaToReturn.set(origSchema);
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KafkaAvroSchemaDeserializer avroDeserializer = new KafkaAvroSchemaDeserializer(schemaRegistry, new HashMap(defaultConfig));
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avroDeserializer.configure(new HashMap(defaultConfig), false);
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bytesOrigRecord = avroSerializer.serialize(topic, avroRecord);
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// record is serialized in orig schema and deserialized using same schema.
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assertEquals(avroRecord, avroDeserializer.deserialize(false, topic, false, bytesOrigRecord, origSchema));
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IndexedRecord avroRecordWithAllField = createExtendUserRecord();
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byte[] bytesExtendedRecord = avroSerializer.serialize(topic, avroRecordWithAllField);
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SchemaTestProvider.schemaToReturn.set(evolSchema);
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avroDeserializer = new KafkaAvroSchemaDeserializer(schemaRegistry, new HashMap(defaultConfig));
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avroDeserializer.configure(new HashMap(defaultConfig), false);
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// record is serialized w/ evolved schema, and deserialized w/ evolved schema
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IndexedRecord avroRecordWithAllFieldActual = (IndexedRecord) avroDeserializer.deserialize(false, topic, false, bytesExtendedRecord, evolSchema);
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assertEquals(avroRecordWithAllField, avroRecordWithAllFieldActual);
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assertEquals(avroRecordWithAllFieldActual.getSchema(), evolSchema);
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// read old record w/ evolved schema.
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IndexedRecord actualRec = (IndexedRecord) avroDeserializer.deserialize(false, topic, false, bytesOrigRecord, origSchema);
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// record won't be equal to original record as we read w/ evolved schema. "age" will be added w/ default value of null
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assertNotEquals(avroRecord, actualRec);
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GenericRecord genericRecord = (GenericRecord) actualRec;
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GenericRecord origGenRec = (GenericRecord) avroRecord;
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assertEquals(genericRecord.get("name").toString(), origGenRec.get("name").toString());
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assertEquals(actualRec.getSchema(), evolSchema);
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assertNull(genericRecord.get("age"));
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}
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protected TypedProperties getConvertToTypedProperties(Map<String, ?> configs) {
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TypedProperties typedProperties = new TypedProperties();
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for (Entry<String, ?> entry : configs.entrySet()) {
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typedProperties.put(entry.getKey(), entry.getValue());
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}
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return typedProperties;
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}
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}
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@@ -0,0 +1,45 @@
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/*
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* Licensed to the Apache Software Foundation (ASF) under one
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* or more contributor license agreements. See the NOTICE file
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* distributed with this work for additional information
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* regarding copyright ownership. The ASF licenses this file
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* to you under the Apache License, Version 2.0 (the
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* "License"); you may not use this file except in compliance
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* with the License. You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package org.apache.hudi.utilities.sources.helpers;
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import org.apache.hudi.common.config.TypedProperties;
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import org.apache.hudi.common.testutils.HoodieTestDataGenerator;
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import org.apache.hudi.utilities.schema.SchemaProvider;
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import org.apache.avro.Schema;
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import java.util.concurrent.atomic.AtomicReference;
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/**
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* {@link SchemaProvider} for tests.
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*/
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public class SchemaTestProvider extends SchemaProvider {
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public static AtomicReference<Schema> schemaToReturn = new AtomicReference<>(HoodieTestDataGenerator.AVRO_SCHEMA);
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public SchemaTestProvider(TypedProperties props) {
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super(props);
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}
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@Override
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public Schema getSourceSchema() {
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return schemaToReturn.get();
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}
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}
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