.. _streams_developer-testing:

Testing Streams Code
--------------------

.. contents:: Table of Contents
    :local:

Importing the Test Utilities
^^^^^^^^^^^^^^^^^^^^^^^^^^^^

To test a Kafka Streams application, Kafka provides a test-utils artifact that can be added as regular dependency to your test code base.

Here is an example ``pom.xml`` snippet when using Maven:

.. codewithvars:: xml

    <dependency>
        <groupId>org.apache.kafka</groupId>
        <artifactId>kafka-streams-test-utils</artifactId>
        <version>|kafka_release|</version>
        <scope>test</scope>
    </dependency>

.. _streams_developer-testing-topology_test_driver:

Testing a Streams Application
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

When you create a Streams application, you create a ``Topology``, either using the  :ref:`StreamsBuilder DSL <streams_developer-guide_dsl>`
or using the low-level :ref:`Processor API <streams_developer-guide_processor-api>`. Normally, you run the topology using the ``KafkaStreams`` class, which connects
to your broker and begins processing when you call ``start()``.
For testing, though, running a broker and making sure to clean up state between tests adds a lot of complexity and time.

Streams provides the ``TopologyTestDriver`` in the ``kafka-streams-test-utils`` package as a drop-in replacement for the ``KafkaStreams`` class.
It has no external system dependencies, and it also processes input synchronously, so you can verify the results immediately after providing input.
There are hooks for verifying data sent to output topics, and you can also query state stores maintained by your application under test.

To set it up:

.. sourcecode:: java

    // Processor API
    Topology topology = new Topology();
    topology.addSource("sourceProcessor", "input-topic");
    topology.addProcessor("processor", ..., "sourceProcessor");
    topology.addSink("sinkProcessor", "output-topic", "processor");
    // or
    // using DSL
    StreamsBuilder builder = new StreamsBuilder();
    builder.stream("input-topic").filter(...).to("output-topic");
    Topology topology = builder.build();

    // setup test driver
    Properties config = new Properties();
    config.put(StreamsConfig.APPLICATION_ID_CONFIG, "test");
    config.put(StreamsConfig.BOOTSTRAP_SERVERS_CONFIG, "dummy:1234");
    TopologyTestDriver testDriver = new TopologyTestDriver(topology, config);

The test driver accepts ``ConsumerRecords`` with key and value type ``byte[]``.
Because ``byte[]`` types can be problematic, you can use the ``ConsumerRecordFactory``
to generate records by providing regular Java types for key and values and the corresponding serializers.

.. sourcecode:: java

    ConsumerRecordFactory<String, Integer> factory = new ConsumerRecordFactory<>(
        "input-topic",
        new StringSerializer(),
        new IntegerSerializer()
    );
    testDriver.pipe(factory.create("key", 42L));

For result verification, you can specify corresponding deserializers when reading the output record from the driver so that you don't have to deal with the default types (``byte[]``).

.. sourcecode:: java

    ProducerRecord<String, Integer> outputRecord = testDriver.readOutput(
        "output-topic",
        new StringDeserializer(),
        new LongDeserializer()
    );

``ProducerRecord`` contains all the record metadata in addition to the key and value, which can make it awkward to use with test frameworks' equality checks.
Instead, consider using the ``OutputVerifier`` methods to compare just some parts of the records.

.. sourcecode:: java

    // throws AssertionError if key or value does not match
    OutputVerifier.compareKeyValue(outputRecord, "key", 42L);

------------------

``TopologyTestDriver`` supports punctuations, too.
Event-time punctuations are triggered automatically based on the processed records' timestamps.
Wall-clock-time punctuations can also be triggered by advancing the test driver's wall-clock time.
The driver's wall-clock time must be advanced manually (this is for test stability).

.. sourcecode:: java

    testDriver.advanceWallClockTime(20L);
    // supposing that a scheduled punctuator would emit this record...
    ProducerRecord<String, Integer> outputRecord = testDriver.readOutput(
        "output-topic",
        new StringDeserializer(),
        new StringDeserializer()
    );
    OutputVerifier.compareKeyValue(outputRecord, "triggered-key", "triggered-value");

------------------

Additionally, state stores are accessible via the test driver before or after a test.
Accessing stores before a test is useful to pre-populate a store with some initial values.
After data was processed, expected updates to the store can be verified.

.. sourcecode:: java

    KeyValueStore store = testDriver.getKeyValueStore("store-name");
    assertEquals("some value", store.get("some key"));

------------------

Always close the test driver at the end to make sure all resources are released properly.

.. sourcecode:: java

    testDriver.close();


Example
"""""""

The following example demonstrates how to use the test driver and helper classes. The example creates a topology that computes the maximum value per key using a key-value-store. While processing, no output is generated, but only the store is updated. Output is only sent downstream based on event-time and wall-clock punctuations.

.. sourcecode:: java

    private TopologyTestDriver testDriver;
    private KeyValueStore<String, Long> store;

    private StringDeserializer stringDeserializer = new StringDeserializer();
    private LongDeserializer longDeserializer = new LongDeserializer();
    private ConsumerRecordFactory<String, Long> recordFactory = new ConsumerRecordFactory<>(new StringSerializer(), new LongSerializer());

    @Before
    public void setup() {
        Topology topology = new Topology();
        topology.addSource("sourceProcessor", "input-topic");
        topology.addProcessor("aggregator", new CustomMaxAggregatorSupplier(), "sourceProcessor");
        topology.addStateStore(
            Stores.keyValueStoreBuilder(
                Stores.inMemoryKeyValueStore("aggStore"),
                Serdes.String(),
                Serdes.Long()).withLoggingDisabled(), // need to disable logging to allow store pre-populating
            "aggregator");
        topology.addSink("sinkProcessor", "result-topic", "aggregator");

        // setup test driver
        Properties config = new Properties();
        config.setProperty(StreamsConfig.APPLICATION_ID_CONFIG, "maxAggregation");
        config.setProperty(StreamsConfig.BOOTSTRAP_SERVERS_CONFIG, "dummy:1234");
        config.setProperty(StreamsConfig.DEFAULT_KEY_SERDE_CLASS_CONFIG, Serdes.String().getClass().getName());
        config.setProperty(StreamsConfig.DEFAULT_VALUE_SERDE_CLASS_CONFIG, Serdes.Long().getClass().getName());
        testDriver = new TopologyTestDriver(topology, config);

        // pre-populate store
        store = testDriver.getKeyValueStore("aggStore");
        store.put("a", 21L);
    }

    @After
    public void tearDown() {
        testDriver.close();
    }

    @Test
    public void shouldFlushStoreForFirstInput() {
        testDriver.pipeInput(recordFactory.create("input-topic", "a", 1L, 9999L));
        OutputVerifier.compareKeyValue(testDriver.readOutput("result-topic", stringDeserializer, longDeserializer), "a", 21L);
        Assert.assertNull(testDriver.readOutput("result-topic", stringDeserializer, longDeserializer));
    }

    @Test
    public void shouldNotUpdateStoreForSmallerValue() {
        testDriver.pipeInput(recordFactory.create("input-topic", "a", 1L, 9999L));
        Assert.assertThat(store.get("a"), equalTo(21L));
        OutputVerifier.compareKeyValue(testDriver.readOutput("result-topic", stringDeserializer, longDeserializer), "a", 21L);
        Assert.assertNull(testDriver.readOutput("result-topic", stringDeserializer, longDeserializer));
    }

    @Test
    public void shouldNotUpdateStoreForLargerValue() {
        testDriver.pipeInput(recordFactory.create("input-topic", "a", 42L, 9999L));
        Assert.assertThat(store.get("a"), equalTo(42L));
        OutputVerifier.compareKeyValue(testDriver.readOutput("result-topic", stringDeserializer, longDeserializer), "a", 42L);
        Assert.assertNull(testDriver.readOutput("result-topic", stringDeserializer, longDeserializer));
    }

    @Test
    public void shouldUpdateStoreForNewKey() {
        testDriver.pipeInput(recordFactory.create("input-topic", "b", 21L, 9999L));
        Assert.assertThat(store.get("b"), equalTo(21L));
        OutputVerifier.compareKeyValue(testDriver.readOutput("result-topic", stringDeserializer, longDeserializer), "a", 21L);
        OutputVerifier.compareKeyValue(testDriver.readOutput("result-topic", stringDeserializer, longDeserializer), "b", 21L);
        Assert.assertNull(testDriver.readOutput("result-topic", stringDeserializer, longDeserializer));
    }

    @Test
    public void shouldPunctuateIfEvenTimeAdvances() {
        testDriver.pipeInput(recordFactory.create("input-topic", "a", 1L, 9999L));
        OutputVerifier.compareKeyValue(testDriver.readOutput("result-topic", stringDeserializer, longDeserializer), "a", 21L);

        testDriver.pipeInput(recordFactory.create("input-topic", "a", 1L, 9999L));
        Assert.assertNull(testDriver.readOutput("result-topic", stringDeserializer, longDeserializer));

        testDriver.pipeInput(recordFactory.create("input-topic", "a", 1L, 10000L));
        OutputVerifier.compareKeyValue(testDriver.readOutput("result-topic", stringDeserializer, longDeserializer), "a", 21L);
        Assert.assertNull(testDriver.readOutput("result-topic", stringDeserializer, longDeserializer));
    }

    @Test
    public void shouldPunctuateIfWallClockTimeAdvances() {
        testDriver.advanceWallClockTime(60000);
        OutputVerifier.compareKeyValue(testDriver.readOutput("result-topic", stringDeserializer, longDeserializer), "a", 21L);
        Assert.assertNull(testDriver.readOutput("result-topic", stringDeserializer, longDeserializer));
    }

    public class CustomMaxAggregatorSupplier implements ProcessorSupplier<String, Long> {
        @Override
        public Processor<String, Long> get() {
            return new CustomMaxAggregator();
        }
    }

    public class CustomMaxAggregator implements Processor<String, Long> {
        ProcessorContext context;
        private KeyValueStore<String, Long> store;

        @SuppressWarnings("unchecked")
        @Override
        public void init(ProcessorContext context) {
            this.context = context;
            context.schedule(60000, PunctuationType.WALL_CLOCK_TIME, new Punctuator() {
                @Override
                public void punctuate(long timestamp) {
                    flushStore();
                }
            });
            context.schedule(10000, PunctuationType.STREAM_TIME, new Punctuator() {
                @Override
                public void punctuate(long timestamp) {
                    flushStore();
                }
            });
            store = (KeyValueStore<String, Long>) context.getStateStore("aggStore");
        }

        @Override
        public void process(String key, Long value) {
            Long oldValue = store.get(key);
            if (oldValue == null || value > oldValue) {
                store.put(key, value);
            }
        }

        private void flushStore() {
            KeyValueIterator<String, Long> it = store.all();
            while (it.hasNext()) {
                KeyValue<String, Long> next = it.next();
                context.forward(next.key, next.value);
            }
        }

        @Override
        public void punctuate(long timestamp) {} // deprecated; not used

        @Override
        public void close() {}
    }