Examples with ValueMapper org.apache.kafka.streams.kstream.ValueMapper used on opensource projects

Example 6 with ValueMapper

use of org.apache.kafka.streams.kstream.ValueMapper in project apache-kafka-on-k8s by banzaicloud.

the class KTableImplTest method testValueGetter.

@Test
public void testValueGetter() {
    final StreamsBuilder builder = new StreamsBuilder();
    String topic1 = "topic1";
    String topic2 = "topic2";
    String storeName2 = "storeName2";
    KTableImpl<String, String, String> table1 = (KTableImpl<String, String, String>) builder.table(topic1, consumed);
    KTableImpl<String, String, Integer> table2 = (KTableImpl<String, String, Integer>) table1.mapValues(new ValueMapper<String, Integer>() {

        @Override
        public Integer apply(String value) {
            return new Integer(value);
        }
    });
    KTableImpl<String, Integer, Integer> table3 = (KTableImpl<String, Integer, Integer>) table2.filter(new Predicate<String, Integer>() {

        @Override
        public boolean test(String key, Integer value) {
            return (value % 2) == 0;
        }
    });
    KTableImpl<String, String, String> table4 = (KTableImpl<String, String, String>) table1.through(stringSerde, stringSerde, topic2, storeName2);
    KTableValueGetterSupplier<String, String> getterSupplier1 = table1.valueGetterSupplier();
    KTableValueGetterSupplier<String, Integer> getterSupplier2 = table2.valueGetterSupplier();
    KTableValueGetterSupplier<String, Integer> getterSupplier3 = table3.valueGetterSupplier();
    KTableValueGetterSupplier<String, String> getterSupplier4 = table4.valueGetterSupplier();
    driver.setUp(builder, stateDir, null, null);
    // two state store should be created
    assertEquals(2, driver.allStateStores().size());
    KTableValueGetter<String, String> getter1 = getterSupplier1.get();
    getter1.init(driver.context());
    KTableValueGetter<String, Integer> getter2 = getterSupplier2.get();
    getter2.init(driver.context());
    KTableValueGetter<String, Integer> getter3 = getterSupplier3.get();
    getter3.init(driver.context());
    KTableValueGetter<String, String> getter4 = getterSupplier4.get();
    getter4.init(driver.context());
    driver.process(topic1, "A", "01");
    driver.process(topic1, "B", "01");
    driver.process(topic1, "C", "01");
    driver.flushState();
    assertEquals("01", getter1.get("A"));
    assertEquals("01", getter1.get("B"));
    assertEquals("01", getter1.get("C"));
    assertEquals(new Integer(1), getter2.get("A"));
    assertEquals(new Integer(1), getter2.get("B"));
    assertEquals(new Integer(1), getter2.get("C"));
    assertNull(getter3.get("A"));
    assertNull(getter3.get("B"));
    assertNull(getter3.get("C"));
    assertEquals("01", getter4.get("A"));
    assertEquals("01", getter4.get("B"));
    assertEquals("01", getter4.get("C"));
    driver.process(topic1, "A", "02");
    driver.process(topic1, "B", "02");
    driver.flushState();
    assertEquals("02", getter1.get("A"));
    assertEquals("02", getter1.get("B"));
    assertEquals("01", getter1.get("C"));
    assertEquals(new Integer(2), getter2.get("A"));
    assertEquals(new Integer(2), getter2.get("B"));
    assertEquals(new Integer(1), getter2.get("C"));
    assertEquals(new Integer(2), getter3.get("A"));
    assertEquals(new Integer(2), getter3.get("B"));
    assertNull(getter3.get("C"));
    assertEquals("02", getter4.get("A"));
    assertEquals("02", getter4.get("B"));
    assertEquals("01", getter4.get("C"));
    driver.process(topic1, "A", "03");
    driver.flushState();
    assertEquals("03", getter1.get("A"));
    assertEquals("02", getter1.get("B"));
    assertEquals("01", getter1.get("C"));
    assertEquals(new Integer(3), getter2.get("A"));
    assertEquals(new Integer(2), getter2.get("B"));
    assertEquals(new Integer(1), getter2.get("C"));
    assertNull(getter3.get("A"));
    assertEquals(new Integer(2), getter3.get("B"));
    assertNull(getter3.get("C"));
    assertEquals("03", getter4.get("A"));
    assertEquals("02", getter4.get("B"));
    assertEquals("01", getter4.get("C"));
    driver.process(topic1, "A", null);
    driver.flushState();
    assertNull(getter1.get("A"));
    assertEquals("02", getter1.get("B"));
    assertEquals("01", getter1.get("C"));
    assertNull(getter2.get("A"));
    assertEquals(new Integer(2), getter2.get("B"));
    assertEquals(new Integer(1), getter2.get("C"));
    assertNull(getter3.get("A"));
    assertEquals(new Integer(2), getter3.get("B"));
    assertNull(getter3.get("C"));
    assertNull(getter4.get("A"));
    assertEquals("02", getter4.get("B"));
    assertEquals("01", getter4.get("C"));
}

Example 7 with ValueMapper

use of org.apache.kafka.streams.kstream.ValueMapper in project apache-kafka-on-k8s by banzaicloud.

the class KTableImplTest method testStateStoreLazyEval.

@Test
public void testStateStoreLazyEval() {
    String topic1 = "topic1";
    String topic2 = "topic2";
    final StreamsBuilder builder = new StreamsBuilder();
    KTableImpl<String, String, String> table1 = (KTableImpl<String, String, String>) builder.table(topic1, consumed);
    builder.table(topic2, consumed);
    KTableImpl<String, String, Integer> table1Mapped = (KTableImpl<String, String, Integer>) table1.mapValues(new ValueMapper<String, Integer>() {

        @Override
        public Integer apply(String value) {
            return new Integer(value);
        }
    });
    table1Mapped.filter(new Predicate<String, Integer>() {

        @Override
        public boolean test(String key, Integer value) {
            return (value % 2) == 0;
        }
    });
    driver.setUp(builder, stateDir, null, null);
    driver.setTime(0L);
    // two state stores should be created
    assertEquals(2, driver.allStateStores().size());
}

Example 8 with ValueMapper

use of org.apache.kafka.streams.kstream.ValueMapper in project apache-kafka-on-k8s by banzaicloud.

the class KTableMapValuesTest method testQueryableValueGetter.

@Test
public void testQueryableValueGetter() {
    StreamsBuilder builder = new StreamsBuilder();
    String topic1 = "topic1";
    String topic2 = "topic2";
    String storeName2 = "storeName2";
    KTableImpl<String, String, String> table1 = (KTableImpl<String, String, String>) builder.table(topic1, consumed);
    KTableImpl<String, String, Integer> table2 = (KTableImpl<String, String, Integer>) table1.mapValues(new ValueMapper<String, Integer>() {

        @Override
        public Integer apply(String value) {
            return new Integer(value);
        }
    }, Materialized.<String, Integer, KeyValueStore<Bytes, byte[]>>as("anyMapName").withValueSerde(Serdes.Integer()));
    KTableImpl<String, Integer, Integer> table3 = (KTableImpl<String, Integer, Integer>) table2.filter(new Predicate<String, Integer>() {

        @Override
        public boolean test(String key, Integer value) {
            return (value % 2) == 0;
        }
    }, Materialized.<String, Integer, KeyValueStore<Bytes, byte[]>>as("anyFilterName").withValueSerde(Serdes.Integer()));
    KTableImpl<String, String, String> table4 = (KTableImpl<String, String, String>) table1.through(stringSerde, stringSerde, topic2, storeName2);
    doTestValueGetter(builder, topic1, table1, table2, table3, table4);
}

Example 9 with ValueMapper

use of org.apache.kafka.streams.kstream.ValueMapper in project apache-kafka-on-k8s by banzaicloud.

the class KTableMapValuesTest method testSendingOldValue.

@Test
public void testSendingOldValue() {
    StreamsBuilder builder = new StreamsBuilder();
    String topic1 = "topic1";
    KTableImpl<String, String, String> table1 = (KTableImpl<String, String, String>) builder.table(topic1, consumed);
    KTableImpl<String, String, Integer> table2 = (KTableImpl<String, String, Integer>) table1.mapValues(new ValueMapper<String, Integer>() {

        @Override
        public Integer apply(String value) {
            return new Integer(value);
        }
    });
    table2.enableSendingOldValues();
    MockProcessorSupplier<String, Integer> proc = new MockProcessorSupplier<>();
    builder.build().addProcessor("proc", proc, table2.name);
    driver.setUp(builder, stateDir);
    assertTrue(table1.sendingOldValueEnabled());
    assertTrue(table2.sendingOldValueEnabled());
    driver.process(topic1, "A", "01");
    driver.process(topic1, "B", "01");
    driver.process(topic1, "C", "01");
    driver.flushState();
    proc.checkAndClearProcessResult("A:(1<-null)", "B:(1<-null)", "C:(1<-null)");
    driver.process(topic1, "A", "02");
    driver.process(topic1, "B", "02");
    driver.flushState();
    proc.checkAndClearProcessResult("A:(2<-1)", "B:(2<-1)");
    driver.process(topic1, "A", "03");
    driver.flushState();
    proc.checkAndClearProcessResult("A:(3<-2)");
    driver.process(topic1, "A", null);
    driver.flushState();
    proc.checkAndClearProcessResult("A:(null<-3)");
}

Example 10 with ValueMapper

use of org.apache.kafka.streams.kstream.ValueMapper in project apache-kafka-on-k8s by banzaicloud.

the class KStreamFlatMapValuesTest method testFlatMapValues.

@Test
public void testFlatMapValues() {
    StreamsBuilder builder = new StreamsBuilder();
    ValueMapper<Number, Iterable<String>> mapper = new ValueMapper<Number, Iterable<String>>() {

        @Override
        public Iterable<String> apply(Number value) {
            ArrayList<String> result = new ArrayList<String>();
            result.add("v" + value);
            result.add("V" + value);
            return result;
        }
    };
    final int[] expectedKeys = { 0, 1, 2, 3 };
    final KStream<Integer, Integer> stream = builder.stream(topicName, Consumed.with(Serdes.Integer(), Serdes.Integer()));
    final MockProcessorSupplier<Integer, String> processor = new MockProcessorSupplier<>();
    stream.flatMapValues(mapper).process(processor);
    driver.setUp(builder);
    for (final int expectedKey : expectedKeys) {
        driver.process(topicName, expectedKey, expectedKey);
    }
    String[] expected = { "0:v0", "0:V0", "1:v1", "1:V1", "2:v2", "2:V2", "3:v3", "3:V3" };
    assertArrayEquals(expected, processor.processed.toArray());
}