StreamToGlobalKTableFunctionTests.java
/*
* Copyright 2019-present the original author or authors.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.springframework.cloud.stream.binder.kafka.streams.function;
import java.util.ArrayList;
import java.util.Comparator;
import java.util.List;
import java.util.Map;
import java.util.function.Function;
import org.apache.kafka.clients.consumer.Consumer;
import org.apache.kafka.clients.consumer.ConsumerConfig;
import org.apache.kafka.clients.consumer.ConsumerRecord;
import org.apache.kafka.clients.consumer.ConsumerRecords;
import org.apache.kafka.clients.producer.ProducerConfig;
import org.apache.kafka.common.serialization.LongDeserializer;
import org.apache.kafka.common.serialization.LongSerializer;
import org.apache.kafka.streams.KeyValue;
import org.apache.kafka.streams.kstream.GlobalKTable;
import org.apache.kafka.streams.kstream.KStream;
import org.apache.kafka.streams.kstream.KTable;
import org.apache.kafka.streams.processor.TimestampExtractor;
import org.apache.kafka.streams.processor.WallclockTimestampExtractor;
import org.junit.jupiter.api.BeforeAll;
import org.junit.jupiter.api.Disabled;
import org.junit.jupiter.api.Test;
import org.springframework.boot.SpringApplication;
import org.springframework.boot.WebApplicationType;
import org.springframework.boot.autoconfigure.EnableAutoConfiguration;
import org.springframework.cloud.stream.binder.Binder;
import org.springframework.cloud.stream.binder.BinderFactory;
import org.springframework.cloud.stream.binder.ConsumerProperties;
import org.springframework.cloud.stream.binder.ExtendedPropertiesBinder;
import org.springframework.cloud.stream.binder.ProducerProperties;
import org.springframework.cloud.stream.binder.kafka.streams.properties.KafkaStreamsBindingProperties;
import org.springframework.cloud.stream.binder.kafka.streams.properties.KafkaStreamsConsumerProperties;
import org.springframework.cloud.stream.binder.kafka.streams.properties.KafkaStreamsExtendedBindingProperties;
import org.springframework.context.ConfigurableApplicationContext;
import org.springframework.context.annotation.Bean;
import org.springframework.kafka.core.DefaultKafkaConsumerFactory;
import org.springframework.kafka.core.DefaultKafkaProducerFactory;
import org.springframework.kafka.core.KafkaTemplate;
import org.springframework.kafka.support.serializer.JsonDeserializer;
import org.springframework.kafka.support.serializer.JsonSerializer;
import org.springframework.kafka.test.EmbeddedKafkaBroker;
import org.springframework.kafka.test.condition.EmbeddedKafkaCondition;
import org.springframework.kafka.test.context.EmbeddedKafka;
import org.springframework.kafka.test.utils.KafkaTestUtils;
import static org.assertj.core.api.Assertions.assertThat;
@EmbeddedKafka(topics = "enriched-order")
class StreamToGlobalKTableFunctionTests {
private static Consumer<Long, EnrichedOrder> consumer;
private static EmbeddedKafkaBroker embeddedKafka;
@BeforeAll
public static void setUp() {
embeddedKafka = EmbeddedKafkaCondition.getBroker();
}
@Test
@Disabled("Not stable")
void streamToGlobalKTable() throws Exception {
SpringApplication app = new SpringApplication(OrderEnricherApplication.class);
app.setWebApplicationType(WebApplicationType.NONE);
try (ConfigurableApplicationContext context = app.run("--server.port=0",
"--spring.jmx.enabled=false",
"--spring.cloud.function.definition=process",
"--spring.cloud.stream.function.bindings.process-in-0=order",
"--spring.cloud.stream.function.bindings.process-in-1=customer",
"--spring.cloud.stream.function.bindings.process-in-2=product",
"--spring.cloud.stream.function.bindings.process-out-0=enriched-order",
"--spring.cloud.stream.bindings.order.destination=orders",
"--spring.cloud.stream.bindings.customer.destination=customers",
"--spring.cloud.stream.bindings.product.destination=products",
"--spring.cloud.stream.bindings.enriched-order.destination=enriched-order",
"--spring.cloud.stream.kafka.streams.binder.configuration.default.key.serde" +
"=org.apache.kafka.common.serialization.Serdes$StringSerde",
"--spring.cloud.stream.kafka.streams.binder.configuration.default.value.serde" +
"=org.apache.kafka.common.serialization.Serdes$StringSerde",
"--spring.cloud.stream.kafka.streams.binder.configuration.commit.interval.ms=10000",
"--spring.cloud.stream.kafka.streams.bindings.order.consumer.applicationId=" +
"StreamToGlobalKTableJoinFunctionTests-abc",
"--spring.cloud.stream.kafka.streams.bindings.process-in-0.consumer.topic.properties.cleanup.policy=compact",
"--spring.cloud.stream.kafka.streams.bindings.process-in-1.consumer.topic.properties.cleanup.policy=compact",
"--spring.cloud.stream.kafka.streams.bindings.process-in-2.consumer.topic.properties.cleanup.policy=compact",
"--spring.cloud.stream.kafka.streams.binder.brokers=" + embeddedKafka.getBrokersAsString())) {
// Testing certain ancillary configuration of GlobalKTable around topics creation.
// See this issue: https://github.com/spring-cloud/spring-cloud-stream-binder-kafka/issues/687
BinderFactory binderFactory = context.getBeanFactory()
.getBean(BinderFactory.class);
Binder<KStream, ? extends ConsumerProperties, ? extends ProducerProperties> kStreamBinder = binderFactory
.getBinder("kstream", KStream.class);
KafkaStreamsConsumerProperties input = (KafkaStreamsConsumerProperties) ((ExtendedPropertiesBinder) kStreamBinder)
.getExtendedConsumerProperties("process-in-0");
String cleanupPolicy = input.getTopic().getProperties().get("cleanup.policy");
assertThat(cleanupPolicy).isEqualTo("compact");
Binder<GlobalKTable, ? extends ConsumerProperties, ? extends ProducerProperties> globalKTableBinder = binderFactory
.getBinder("globalktable", GlobalKTable.class);
KafkaStreamsConsumerProperties inputX = (KafkaStreamsConsumerProperties) ((ExtendedPropertiesBinder) globalKTableBinder)
.getExtendedConsumerProperties("process-in-1");
String cleanupPolicyX = inputX.getTopic().getProperties().get("cleanup.policy");
assertThat(cleanupPolicyX).isEqualTo("compact");
KafkaStreamsConsumerProperties inputY = (KafkaStreamsConsumerProperties) ((ExtendedPropertiesBinder) globalKTableBinder)
.getExtendedConsumerProperties("process-in-2");
String cleanupPolicyY = inputY.getTopic().getProperties().get("cleanup.policy");
assertThat(cleanupPolicyY).isEqualTo("compact");
Map<String, Object> senderPropsCustomer = KafkaTestUtils.producerProps(embeddedKafka);
senderPropsCustomer.put(ProducerConfig.KEY_SERIALIZER_CLASS_CONFIG, LongSerializer.class);
senderPropsCustomer.put(ProducerConfig.VALUE_SERIALIZER_CLASS_CONFIG,
JsonSerializer.class);
DefaultKafkaProducerFactory<Long, Customer> pfCustomer =
new DefaultKafkaProducerFactory<>(senderPropsCustomer);
KafkaTemplate<Long, Customer> template = new KafkaTemplate<>(pfCustomer, true);
template.setDefaultTopic("customers");
for (long i = 0; i < 5; i++) {
final Customer customer = new Customer();
customer.setName("customer-" + i);
template.sendDefault(i, customer);
}
Map<String, Object> senderPropsProduct = KafkaTestUtils.producerProps(embeddedKafka);
senderPropsProduct.put(ProducerConfig.KEY_SERIALIZER_CLASS_CONFIG, LongSerializer.class);
senderPropsProduct.put(ProducerConfig.VALUE_SERIALIZER_CLASS_CONFIG, JsonSerializer.class);
DefaultKafkaProducerFactory<Long, Product> pfProduct =
new DefaultKafkaProducerFactory<>(senderPropsProduct);
KafkaTemplate<Long, Product> productTemplate = new KafkaTemplate<>(pfProduct, true);
productTemplate.setDefaultTopic("products");
for (long i = 0; i < 5; i++) {
final Product product = new Product();
product.setName("product-" + i);
productTemplate.sendDefault(i, product);
}
Map<String, Object> senderPropsOrder = KafkaTestUtils.producerProps(embeddedKafka);
senderPropsOrder.put(ProducerConfig.KEY_SERIALIZER_CLASS_CONFIG, LongSerializer.class);
senderPropsOrder.put(ProducerConfig.VALUE_SERIALIZER_CLASS_CONFIG, JsonSerializer.class);
DefaultKafkaProducerFactory<Long, Order> pfOrder = new DefaultKafkaProducerFactory<>(senderPropsOrder);
KafkaTemplate<Long, Order> orderTemplate = new KafkaTemplate<>(pfOrder, true);
orderTemplate.setDefaultTopic("orders");
for (long i = 0; i < 5; i++) {
final Order order = new Order();
order.setCustomerId(i);
order.setProductId(i);
orderTemplate.sendDefault(i, order);
}
Map<String, Object> consumerProps = KafkaTestUtils.consumerProps("group", "false",
embeddedKafka);
consumerProps.put(ConsumerConfig.AUTO_OFFSET_RESET_CONFIG, "earliest");
consumerProps.put(ConsumerConfig.KEY_DESERIALIZER_CLASS_CONFIG, LongDeserializer.class);
consumerProps.put(ConsumerConfig.VALUE_DESERIALIZER_CLASS_CONFIG,
JsonDeserializer.class);
consumerProps.put(JsonDeserializer.VALUE_DEFAULT_TYPE,
"org.springframework.cloud.stream.binder.kafka.streams." +
"function.StreamToGlobalKTableFunctionTests.EnrichedOrder");
DefaultKafkaConsumerFactory<Long, EnrichedOrder> cf = new DefaultKafkaConsumerFactory<>(consumerProps);
consumer = cf.createConsumer();
embeddedKafka.consumeFromAnEmbeddedTopic(consumer, "enriched-order");
int count = 0;
long start = System.currentTimeMillis();
List<KeyValue<Long, EnrichedOrder>> enrichedOrders = new ArrayList<>();
do {
ConsumerRecords<Long, EnrichedOrder> records = KafkaTestUtils.getRecords(consumer);
count = count + records.count();
for (ConsumerRecord<Long, EnrichedOrder> record : records) {
enrichedOrders.add(new KeyValue<>(record.key(), record.value()));
}
} while (count < 5 && (System.currentTimeMillis() - start) < 30000);
assertThat(count == 5).isTrue();
assertThat(enrichedOrders.size() == 5).isTrue();
enrichedOrders.sort(Comparator.comparing(o -> o.key));
for (int i = 0; i < 5; i++) {
KeyValue<Long, EnrichedOrder> enrichedOrderKeyValue = enrichedOrders.get(i);
assertThat(enrichedOrderKeyValue.key == i).isTrue();
EnrichedOrder enrichedOrder = enrichedOrderKeyValue.value;
assertThat(enrichedOrder.getOrder().customerId == i).isTrue();
assertThat(enrichedOrder.getOrder().productId == i).isTrue();
assertThat(enrichedOrder.getCustomer().name.equals("customer-" + i)).isTrue();
assertThat(enrichedOrder.getProduct().name.equals("product-" + i)).isTrue();
}
pfCustomer.destroy();
pfProduct.destroy();
pfOrder.destroy();
consumer.close();
}
}
@Test
void timeExtractor() throws Exception {
SpringApplication app = new SpringApplication(OrderEnricherApplication.class);
app.setWebApplicationType(WebApplicationType.NONE);
try (ConfigurableApplicationContext context = app.run(
"--server.port=0",
"--spring.jmx.enabled=false",
"--spring.cloud.function.definition=forTimeExtractorTest",
"--spring.cloud.stream.bindings.forTimeExtractorTest-in-0.destination=orders",
"--spring.cloud.stream.bindings.forTimeExtractorTest-in-1.destination=customers",
"--spring.cloud.stream.bindings.forTimeExtractorTest-in-2.destination=products",
"--spring.cloud.stream.bindings.forTimeExtractorTest-out-0.destination=enriched-order",
"--spring.cloud.stream.kafka.streams.bindings.forTimeExtractorTest-in-0.consumer.timestampExtractorBeanName" +
"=timestampExtractor",
"--spring.cloud.stream.kafka.streams.bindings.forTimeExtractorTest-in-1.consumer.timestampExtractorBeanName" +
"=timestampExtractor",
"--spring.cloud.stream.kafka.streams.bindings.forTimeExtractorTest-in-2.consumer.timestampExtractorBeanName" +
"=timestampExtractor",
"--spring.cloud.stream.kafka.streams.binder.configuration.default.key.serde" +
"=org.apache.kafka.common.serialization.Serdes$StringSerde",
"--spring.cloud.stream.kafka.streams.binder.configuration.default.value.serde" +
"=org.apache.kafka.common.serialization.Serdes$StringSerde",
"--spring.cloud.stream.kafka.streams.binder.configuration.commit.interval.ms=10000",
"--spring.cloud.stream.kafka.streams.bindings.order.consumer.applicationId=" +
"testTimeExtractor-abc",
"--spring.cloud.stream.kafka.streams.binder.brokers=" + embeddedKafka.getBrokersAsString())) {
final KafkaStreamsExtendedBindingProperties kafkaStreamsExtendedBindingProperties =
context.getBean(KafkaStreamsExtendedBindingProperties.class);
final Map<String, KafkaStreamsBindingProperties> bindings = kafkaStreamsExtendedBindingProperties.getBindings();
final KafkaStreamsBindingProperties kafkaStreamsBindingProperties0 = bindings.get("forTimeExtractorTest-in-0");
final String timestampExtractorBeanName0 = kafkaStreamsBindingProperties0.getConsumer().getTimestampExtractorBeanName();
final TimestampExtractor timestampExtractor0 = context.getBean(timestampExtractorBeanName0, TimestampExtractor.class);
assertThat(timestampExtractor0).isNotNull();
final KafkaStreamsBindingProperties kafkaStreamsBindingProperties1 = bindings.get("forTimeExtractorTest-in-1");
final String timestampExtractorBeanName1 = kafkaStreamsBindingProperties1.getConsumer().getTimestampExtractorBeanName();
final TimestampExtractor timestampExtractor1 = context.getBean(timestampExtractorBeanName1, TimestampExtractor.class);
assertThat(timestampExtractor1).isNotNull();
final KafkaStreamsBindingProperties kafkaStreamsBindingProperties2 = bindings.get("forTimeExtractorTest-in-2");
final String timestampExtractorBeanName2 = kafkaStreamsBindingProperties2.getConsumer().getTimestampExtractorBeanName();
final TimestampExtractor timestampExtractor2 = context.getBean(timestampExtractorBeanName2, TimestampExtractor.class);
assertThat(timestampExtractor2).isNotNull();
}
}
@EnableAutoConfiguration
public static class OrderEnricherApplication {
@Bean
public Function<KStream<Long, Order>,
Function<GlobalKTable<Long, Customer>,
Function<GlobalKTable<Long, Product>, KStream<Long, EnrichedOrder>>>> process() {
return orderStream -> (
customers -> (
products -> (
orderStream.join(customers,
(orderId, order) -> order.getCustomerId(),
(order, customer) -> new CustomerOrder(customer, order))
.join(products,
(orderId, customerOrder) -> customerOrder
.productId(),
(customerOrder, product) -> {
EnrichedOrder enrichedOrder = new EnrichedOrder();
enrichedOrder.setProduct(product);
enrichedOrder.setCustomer(customerOrder.customer);
enrichedOrder.setOrder(customerOrder.order);
return enrichedOrder;
})
)
)
);
}
@Bean
public Function<KStream<Long, Order>,
Function<KTable<Long, Customer>,
Function<GlobalKTable<Long, Product>, KStream<Long, Order>>>> forTimeExtractorTest() {
return orderStream ->
customers ->
products -> orderStream;
}
@Bean
public TimestampExtractor timestampExtractor() {
return new WallclockTimestampExtractor();
}
}
static class Order {
long customerId;
long productId;
public long getCustomerId() {
return customerId;
}
public void setCustomerId(long customerId) {
this.customerId = customerId;
}
public long getProductId() {
return productId;
}
public void setProductId(long productId) {
this.productId = productId;
}
}
static class Customer {
String name;
public String getName() {
return name;
}
public void setName(String name) {
this.name = name;
}
}
static class Product {
String name;
public String getName() {
return name;
}
public void setName(String name) {
this.name = name;
}
}
static class EnrichedOrder {
Product product;
Customer customer;
Order order;
public Product getProduct() {
return product;
}
public void setProduct(Product product) {
this.product = product;
}
public Customer getCustomer() {
return customer;
}
public void setCustomer(Customer customer) {
this.customer = customer;
}
public Order getOrder() {
return order;
}
public void setOrder(Order order) {
this.order = order;
}
}
private static class CustomerOrder {
private final Customer customer;
private final Order order;
CustomerOrder(final Customer customer, final Order order) {
this.customer = customer;
this.order = order;
}
long productId() {
return order.getProductId();
}
}
}