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Example 1 with AvroRelSchemaProvider

use of org.apache.samza.sql.avro.AvroRelSchemaProvider in project samza by apache.

the class TestSamzaSqlRelMessageSerde method testNestedRecordConversion.

@Test
public void testNestedRecordConversion() {
    Map<String, String> props = new HashMap<>();
    SystemStream ss1 = new SystemStream("test", "nestedRecord");
    props.put(String.format(ConfigBasedAvroRelSchemaProviderFactory.CFG_SOURCE_SCHEMA, ss1.getSystem(), ss1.getStream()), Profile.SCHEMA$.toString());
    ConfigBasedAvroRelSchemaProviderFactory factory = new ConfigBasedAvroRelSchemaProviderFactory();
    AvroRelSchemaProvider nestedRecordSchemaProvider = (AvroRelSchemaProvider) factory.create(ss1, new MapConfig(props));
    AvroRelConverter nestedRecordAvroRelConverter = new AvroRelConverter(ss1, nestedRecordSchemaProvider, new MapConfig());
    Pair<SamzaSqlRelMessage, GenericData.Record> messageRecordPair = createNestedSamzaSqlRelMessage(nestedRecordAvroRelConverter);
    SamzaSqlRelMessageSerde serde = (SamzaSqlRelMessageSerde) new SamzaSqlRelMessageSerdeFactory().getSerde(null, null);
    SamzaSqlRelMessage resultMsg = serde.fromBytes(serde.toBytes(messageRecordPair.getKey()));
    KV<Object, Object> samzaMessage = nestedRecordAvroRelConverter.convertToSamzaMessage(resultMsg);
    GenericRecord recordPostConversion = (GenericRecord) samzaMessage.getValue();
    for (Schema.Field field : Profile.SCHEMA$.getFields()) {
        // equals() on GenericRecord does the nested record equality check as well.
        Assert.assertEquals(messageRecordPair.getValue().get(field.name()), recordPostConversion.get(field.name()));
    }
}
Also used : HashMap(java.util.HashMap) SystemStream(org.apache.samza.system.SystemStream) Schema(org.apache.avro.Schema) SamzaSqlRelMessageSerde(org.apache.samza.sql.serializers.SamzaSqlRelMessageSerdeFactory.SamzaSqlRelMessageSerde) AvroRelConverter(org.apache.samza.sql.avro.AvroRelConverter) AvroRelSchemaProvider(org.apache.samza.sql.avro.AvroRelSchemaProvider) ConfigBasedAvroRelSchemaProviderFactory(org.apache.samza.sql.avro.ConfigBasedAvroRelSchemaProviderFactory) GenericRecord(org.apache.avro.generic.GenericRecord) AddressRecord(org.apache.samza.sql.avro.schemas.AddressRecord) StreetNumRecord(org.apache.samza.sql.avro.schemas.StreetNumRecord) MapConfig(org.apache.samza.config.MapConfig) GenericRecord(org.apache.avro.generic.GenericRecord) SamzaSqlRelMessage(org.apache.samza.sql.data.SamzaSqlRelMessage) Test(org.junit.Test)

Example 2 with AvroRelSchemaProvider

use of org.apache.samza.sql.avro.AvroRelSchemaProvider in project samza by apache.

the class TestSamzaSqlRelRecordSerde method testNestedRecordConversion.

@Test
public void testNestedRecordConversion() {
    Map<String, String> props = new HashMap<>();
    SystemStream ss1 = new SystemStream("test", "nestedRecord");
    props.put(String.format(ConfigBasedAvroRelSchemaProviderFactory.CFG_SOURCE_SCHEMA, ss1.getSystem(), ss1.getStream()), Profile.SCHEMA$.toString());
    ConfigBasedAvroRelSchemaProviderFactory factory = new ConfigBasedAvroRelSchemaProviderFactory();
    AvroRelSchemaProvider nestedRecordSchemaProvider = (AvroRelSchemaProvider) factory.create(ss1, new MapConfig(props));
    AvroRelConverter nestedRecordAvroRelConverter = new AvroRelConverter(ss1, nestedRecordSchemaProvider, new MapConfig());
    Pair<SamzaSqlRelMessage, GenericData.Record> messageRecordPair = TestSamzaSqlRelMessageSerde.createNestedSamzaSqlRelMessage(nestedRecordAvroRelConverter);
    SamzaSqlRelRecordSerdeFactory.SamzaSqlRelRecordSerde serde = (SamzaSqlRelRecordSerdeFactory.SamzaSqlRelRecordSerde) new SamzaSqlRelRecordSerdeFactory().getSerde(null, null);
    SamzaSqlRelRecord resultRecord = serde.fromBytes(serde.toBytes(messageRecordPair.getKey().getSamzaSqlRelRecord()));
    GenericData.Record recordPostConversion = (GenericData.Record) nestedRecordAvroRelConverter.convertToAvroObject(resultRecord, Profile.SCHEMA$);
    for (Schema.Field field : Profile.SCHEMA$.getFields()) {
        // equals() on GenericRecord does the nested record equality check as well.
        Assert.assertEquals(messageRecordPair.getValue().get(field.name()), recordPostConversion.get(field.name()));
    }
}
Also used : HashMap(java.util.HashMap) SystemStream(org.apache.samza.system.SystemStream) Schema(org.apache.avro.Schema) GenericData(org.apache.avro.generic.GenericData) AvroRelConverter(org.apache.samza.sql.avro.AvroRelConverter) SamzaSqlRelRecord(org.apache.samza.sql.SamzaSqlRelRecord) AvroRelSchemaProvider(org.apache.samza.sql.avro.AvroRelSchemaProvider) SamzaSqlRelRecordSerde(org.apache.samza.sql.serializers.SamzaSqlRelRecordSerdeFactory.SamzaSqlRelRecordSerde) ConfigBasedAvroRelSchemaProviderFactory(org.apache.samza.sql.avro.ConfigBasedAvroRelSchemaProviderFactory) SamzaSqlRelRecordSerde(org.apache.samza.sql.serializers.SamzaSqlRelRecordSerdeFactory.SamzaSqlRelRecordSerde) SamzaSqlRelRecord(org.apache.samza.sql.SamzaSqlRelRecord) MapConfig(org.apache.samza.config.MapConfig) SamzaSqlRelMessage(org.apache.samza.sql.data.SamzaSqlRelMessage) Test(org.junit.Test)

Example 3 with AvroRelSchemaProvider

use of org.apache.samza.sql.avro.AvroRelSchemaProvider in project samza by apache.

the class TestSamzaSqlRemoteTableJoinFunction method testWithInnerJoinWithTableOnRight.

@Test
public void testWithInnerJoinWithTableOnRight() {
    Map<String, String> props = new HashMap<>();
    SystemStream ss = new SystemStream("test", "nestedRecord");
    props.put(String.format(ConfigBasedAvroRelSchemaProviderFactory.CFG_SOURCE_SCHEMA, ss.getSystem(), ss.getStream()), SimpleRecord.SCHEMA$.toString());
    ConfigBasedAvroRelSchemaProviderFactory factory = new ConfigBasedAvroRelSchemaProviderFactory();
    AvroRelSchemaProvider schemaProvider = (AvroRelSchemaProvider) factory.create(ss, new MapConfig(props));
    AvroRelConverter relConverter = new AvroRelConverter(ss, schemaProvider, new MapConfig());
    SamzaRelTableKeyConverter relTableKeyConverter = new SampleRelTableKeyConverter();
    String remoteTableName = "testDb.testTable.$table";
    GenericData.Record tableRecord = new GenericData.Record(SimpleRecord.SCHEMA$);
    tableRecord.put("id", 1);
    tableRecord.put("name", "name1");
    SamzaSqlRelMessage streamMsg = new SamzaSqlRelMessage(streamFieldNames, streamFieldValues, new SamzaSqlRelMsgMetadata(0L, 0L));
    SamzaSqlRelMessage tableMsg = relConverter.convertToRelMessage(new KV(tableRecord.get("id"), tableRecord));
    JoinRelType joinRelType = JoinRelType.INNER;
    List<Integer> streamKeyIds = Arrays.asList(1);
    List<Integer> tableKeyIds = Arrays.asList(0);
    KV<Object, GenericRecord> record = KV.of(tableRecord.get("id"), tableRecord);
    JoinInputNode mockTableInputNode = mock(JoinInputNode.class);
    when(mockTableInputNode.getKeyIds()).thenReturn(tableKeyIds);
    when(mockTableInputNode.isPosOnRight()).thenReturn(true);
    when(mockTableInputNode.getFieldNames()).thenReturn(tableMsg.getSamzaSqlRelRecord().getFieldNames());
    when(mockTableInputNode.getSourceName()).thenReturn(remoteTableName);
    JoinInputNode mockStreamInputNode = mock(JoinInputNode.class);
    when(mockStreamInputNode.getKeyIds()).thenReturn(streamKeyIds);
    when(mockStreamInputNode.isPosOnRight()).thenReturn(false);
    when(mockStreamInputNode.getFieldNames()).thenReturn(streamFieldNames);
    SamzaSqlRemoteTableJoinFunction joinFn = new SamzaSqlRemoteTableJoinFunction(relConverter, relTableKeyConverter, mockStreamInputNode, mockTableInputNode, joinRelType, 0);
    SamzaSqlRelMessage outMsg = joinFn.apply(streamMsg, record);
    Assert.assertEquals(outMsg.getSamzaSqlRelRecord().getFieldValues().size(), outMsg.getSamzaSqlRelRecord().getFieldNames().size());
    List<String> expectedFieldNames = new ArrayList<>(streamFieldNames);
    expectedFieldNames.addAll(tableMsg.getSamzaSqlRelRecord().getFieldNames());
    List<Object> expectedFieldValues = new ArrayList<>(streamFieldValues);
    expectedFieldValues.addAll(tableMsg.getSamzaSqlRelRecord().getFieldValues());
    Assert.assertEquals(expectedFieldNames, outMsg.getSamzaSqlRelRecord().getFieldNames());
    Assert.assertEquals(expectedFieldValues, outMsg.getSamzaSqlRelRecord().getFieldValues());
}
Also used : HashMap(java.util.HashMap) ArrayList(java.util.ArrayList) AvroRelConverter(org.apache.samza.sql.avro.AvroRelConverter) SampleRelTableKeyConverter(org.apache.samza.sql.util.SampleRelTableKeyConverter) GenericRecord(org.apache.avro.generic.GenericRecord) SimpleRecord(org.apache.samza.sql.avro.schemas.SimpleRecord) MapConfig(org.apache.samza.config.MapConfig) GenericRecord(org.apache.avro.generic.GenericRecord) SamzaRelTableKeyConverter(org.apache.samza.sql.interfaces.SamzaRelTableKeyConverter) SamzaSqlRelMsgMetadata(org.apache.samza.sql.data.SamzaSqlRelMsgMetadata) SystemStream(org.apache.samza.system.SystemStream) KV(org.apache.samza.operators.KV) GenericData(org.apache.avro.generic.GenericData) JoinRelType(org.apache.calcite.rel.core.JoinRelType) AvroRelSchemaProvider(org.apache.samza.sql.avro.AvroRelSchemaProvider) ConfigBasedAvroRelSchemaProviderFactory(org.apache.samza.sql.avro.ConfigBasedAvroRelSchemaProviderFactory) SamzaSqlRelMessage(org.apache.samza.sql.data.SamzaSqlRelMessage) Test(org.junit.Test)

Aggregations

HashMap (java.util.HashMap)3 MapConfig (org.apache.samza.config.MapConfig)3 AvroRelConverter (org.apache.samza.sql.avro.AvroRelConverter)3 AvroRelSchemaProvider (org.apache.samza.sql.avro.AvroRelSchemaProvider)3 ConfigBasedAvroRelSchemaProviderFactory (org.apache.samza.sql.avro.ConfigBasedAvroRelSchemaProviderFactory)3 SamzaSqlRelMessage (org.apache.samza.sql.data.SamzaSqlRelMessage)3 SystemStream (org.apache.samza.system.SystemStream)3 Test (org.junit.Test)3 Schema (org.apache.avro.Schema)2 GenericData (org.apache.avro.generic.GenericData)2 GenericRecord (org.apache.avro.generic.GenericRecord)2 ArrayList (java.util.ArrayList)1 JoinRelType (org.apache.calcite.rel.core.JoinRelType)1 KV (org.apache.samza.operators.KV)1 SamzaSqlRelRecord (org.apache.samza.sql.SamzaSqlRelRecord)1 AddressRecord (org.apache.samza.sql.avro.schemas.AddressRecord)1 SimpleRecord (org.apache.samza.sql.avro.schemas.SimpleRecord)1 StreetNumRecord (org.apache.samza.sql.avro.schemas.StreetNumRecord)1 SamzaSqlRelMsgMetadata (org.apache.samza.sql.data.SamzaSqlRelMsgMetadata)1 SamzaRelTableKeyConverter (org.apache.samza.sql.interfaces.SamzaRelTableKeyConverter)1