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为Kafka消费者编写JUnit测试

apache-kafka java

2

codebot · 技术社区 · 7 年前

我有一个卡夫卡消费者正在订阅一个主题。实施效果良好。但是,当尝试为此实现单元测试时,会出现一个问题,因为它是通过 Runnable 接口。

实施

@Override
public void run() {
    kafkaConsumer.subscribe(kafkaTopics);

    while (true) {
        ConsumerRecords<String, String> records = kafkaConsumer.poll(1000);
        Map<String, InventoryStock> skuMap = new LinkedHashMap<>();

        try {
            // populating sku map with consumer record
            for (ConsumerRecord<String, String> record : records) {
                populateMap(skuMap, record.value());
            }

            if (MapUtils.isNotEmpty(skuMap)) {
                // writing sku inventory with populated sku map
                inventoryDao.updateInventoryTable(INVENTORY_JOB_ID, skuMap);
            }
        } catch (Exception e) {

        }
        kafkaConsumer.commitAsync();
    }
}

我试着用 MockConsumer . 但它需要在实现中分配给使用者。但实现中的使用者不会暴露外部。我试过了。

@Before
public void onBefore() {
    MockitoAnnotations.initMocks(this);

    Properties consumerProps = new Properties();
    consumerProps.put(ConsumerConfig.BOOTSTRAP_SERVERS_CONFIG, "localhost:9092");
    consumerProps.put(ConsumerConfig.GROUP_ID_CONFIG, "test-group");
    consumerProps.put(ConsumerConfig.KEY_DESERIALIZER_CLASS_CONFIG, StringDeserializer.class);
    consumerProps.put(ConsumerConfig.VALUE_DESERIALIZER_CLASS_CONFIG, StringDeserializer.class);

    consumer = new MockConsumer<>(OffsetResetStrategy.EARLIEST);
    skuInventoryConsumer = new SkuInventoryConsumer(consumerProps);

    KafkaConsumer kafkaConsumerMock = mock(KafkaConsumer.class);

    Whitebox.setInternalState(skuInventoryConsumer, "LOGGER", LOGGER);
    Whitebox.setInternalState(skuInventoryConsumer, "kafkaConsumer", kafkaConsumerMock);

}

@Test
public void should_subscribe_on_topic() {
    consumer.assign(Arrays.asList(new TopicPartition("my_topic", 0)));

    HashMap<TopicPartition, Long> beginningOffsets = new HashMap<>();
    beginningOffsets.put(new TopicPartition("my_topic", 0), 0L);
    consumer.updateBeginningOffsets(beginningOffsets);

    consumer.addRecord(new ConsumerRecord<>("my_topic", 0, 0L, "mykey", "myvalue0"));
    consumer.addRecord(new ConsumerRecord<>("my_topic", 0, 1L, "mykey", "myvalue1"));
    consumer.addRecord(new ConsumerRecord<>("my_topic", 0, 2L, "mykey", "myvalue2"));
    consumer.addRecord(new ConsumerRecord<>("my_topic", 0, 3L, "mykey", "myvalue3"));
    consumer.addRecord(new ConsumerRecord<>("my_topic", 0, 4L, "mykey", "myvalue4"));
}

因为这是一个 runnable 而且消费者没有暴露出这个测试没有按预期工作。我该怎么修?

0 回复 | 直到 7 年前

1

0

Utkarsh M 5 年前

我建议使用Mockito,如下面的示例

    Consumer<String, String> kafkaConsumerLocal = mock(Consumer.class);
    KafkaConsumer kafkaConsumer = spy(new KafkaConsumer("topic-name));

    ReflectionTestUtils.setField(kafkaConsumer, "threadPoolCount", 1);
    ReflectionTestUtils.setField(kafkaConsumer, "consumer", kafkaConsumerLocal);

    doNothing().when(kafkaConsumer).runConsumer();
    doNothing().when(kafkaConsumer).addShutDownHook();
    doReturn(kafkaConsumerLocal).when(consumerInit).getKafkaConsumer();