KafkaStreamsBinderWordCountBranchesFunctionTests.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.time.Duration;
import java.util.Arrays;
import java.util.Date;
import java.util.Locale;
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.streams.KeyValue;
import org.apache.kafka.streams.kstream.KStream;
import org.apache.kafka.streams.kstream.Materialized;
import org.apache.kafka.streams.kstream.Predicate;
import org.apache.kafka.streams.kstream.TimeWindows;
import org.junit.jupiter.api.AfterAll;
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.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.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;
/**
* @author Soby Chacko
*/
@EmbeddedKafka(topics = {"counts", "foo", "bar"})
class KafkaStreamsBinderWordCountBranchesFunctionTests {
private static EmbeddedKafkaBroker embeddedKafka;
private static Consumer<String, String> consumer;
@BeforeAll
public static void setUp() throws Exception {
embeddedKafka = EmbeddedKafkaCondition.getBroker();
Map<String, Object> consumerProps = KafkaTestUtils.consumerProps(embeddedKafka, "groupx", false);
consumerProps.put(ConsumerConfig.AUTO_OFFSET_RESET_CONFIG, "earliest");
DefaultKafkaConsumerFactory<String, String> cf = new DefaultKafkaConsumerFactory<>(consumerProps);
consumer = cf.createConsumer();
embeddedKafka.consumeFromEmbeddedTopics(consumer, "counts", "foo", "bar");
}
@AfterAll
public static void tearDown() {
consumer.close();
}
@Test
@Disabled
void kstreamWordCountWithStringInputAndPojoOuput(EmbeddedKafkaBroker embeddedKafka) throws Exception {
SpringApplication app = new SpringApplication(WordCountProcessorApplication.class);
app.setWebApplicationType(WebApplicationType.NONE);
ConfigurableApplicationContext context = app.run("--server.port=0",
"--spring.cloud.stream.function.bindings.process-in-0=input",
"--spring.cloud.stream.bindings.input.destination=words",
"--spring.cloud.stream.function.bindings.process-out-0=output1",
"--spring.cloud.stream.bindings.output1.destination=counts",
"--spring.cloud.stream.function.bindings.process-out-1=output2",
"--spring.cloud.stream.bindings.output2.destination=foo",
"--spring.cloud.stream.function.bindings.process-out-2=output3",
"--spring.cloud.stream.bindings.output3.destination=bar",
"--spring.cloud.stream.kafka.streams.binder.configuration.commit.interval.ms=1000",
"--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.applicationId" +
"=KafkaStreamsBinderWordCountBranchesFunctionTests-abc",
"--spring.cloud.stream.kafka.streams.binder.brokers=" + embeddedKafka.getBrokersAsString());
try {
receiveAndValidate(embeddedKafka);
}
finally {
context.close();
}
}
private void receiveAndValidate(EmbeddedKafkaBroker embeddedKafka) throws Exception {
Map<String, Object> senderProps = KafkaTestUtils.producerProps(embeddedKafka);
DefaultKafkaProducerFactory<Integer, String> pf = new DefaultKafkaProducerFactory<>(senderProps);
KafkaTemplate<Integer, String> template = new KafkaTemplate<>(pf, true);
template.setDefaultTopic("words");
template.sendDefault("english");
ConsumerRecord<String, String> cr = KafkaTestUtils.getSingleRecord(consumer, "counts");
assertThat(cr.value().contains("\"word\":\"english\",\"count\":1")).isTrue();
template.sendDefault("french");
template.sendDefault("french");
cr = KafkaTestUtils.getSingleRecord(consumer, "foo");
assertThat(cr.value().contains("\"word\":\"french\",\"count\":2")).isTrue();
template.sendDefault("spanish");
template.sendDefault("spanish");
template.sendDefault("spanish");
cr = KafkaTestUtils.getSingleRecord(consumer, "bar");
assertThat(cr.value().contains("\"word\":\"spanish\",\"count\":3")).isTrue();
}
static class WordCount {
private String word;
private long count;
private Date start;
private Date end;
WordCount(String word, long count, Date start, Date end) {
this.word = word;
this.count = count;
this.start = start;
this.end = end;
}
public String getWord() {
return word;
}
public void setWord(String word) {
this.word = word;
}
public long getCount() {
return count;
}
public void setCount(long count) {
this.count = count;
}
public Date getStart() {
return start;
}
public void setStart(Date start) {
this.start = start;
}
public Date getEnd() {
return end;
}
public void setEnd(Date end) {
this.end = end;
}
}
@EnableAutoConfiguration
public static class WordCountProcessorApplication {
@Bean
@SuppressWarnings({"unchecked"})
public Function<KStream<Object, String>, KStream<?, WordCount>[]> process() {
Predicate<Object, WordCount> isEnglish = (k, v) -> v.word.equals("english");
Predicate<Object, WordCount> isFrench = (k, v) -> v.word.equals("french");
Predicate<Object, WordCount> isSpanish = (k, v) -> v.word.equals("spanish");
return input -> {
final Map<String, KStream<Object, WordCount>> stringKStreamMap = input
.flatMapValues(value -> Arrays.asList(value.toLowerCase(Locale.ROOT).split("\\W+")))
.groupBy((key, value) -> value)
.windowedBy(TimeWindows.ofSizeWithNoGrace(Duration.ofSeconds(5)))
.count(Materialized.as("WordCounts-branch"))
.toStream()
.map((key, value) -> new KeyValue<>(null, new WordCount(key.key(), value,
new Date(key.window().start()), new Date(key.window().end()))))
.split()
.branch(isEnglish)
.branch(isFrench)
.branch(isSpanish)
.noDefaultBranch();
return stringKStreamMap.values().toArray(new KStream[0]);
};
}
}
}