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WordCountInteractiveQueriesExampleTest.java
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WordCountInteractiveQueriesExampleTest.java
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/*
* Copyright Confluent Inc.
*
* 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
*
* http://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 io.confluent.examples.streams.interactivequeries;
import com.google.common.collect.Sets;
import io.confluent.examples.streams.IntegrationTestUtils;
import io.confluent.examples.streams.ExampleTestUtils;
import io.confluent.examples.streams.kafka.EmbeddedSingleNodeKafkaCluster;
import org.apache.kafka.clients.consumer.ConsumerConfig;
import org.apache.kafka.clients.producer.ProducerConfig;
import org.apache.kafka.common.serialization.ByteArrayDeserializer;
import org.apache.kafka.common.serialization.Serdes;
import org.apache.kafka.common.serialization.StringSerializer;
import org.apache.kafka.streams.KafkaStreams;
import org.apache.kafka.streams.StreamsConfig;
import org.hamcrest.core.IsInstanceOf;
import org.junit.After;
import org.junit.BeforeClass;
import org.junit.ClassRule;
import org.junit.Rule;
import org.junit.Test;
import org.junit.rules.ExpectedException;
import org.junit.rules.TemporaryFolder;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import javax.ws.rs.NotFoundException;
import javax.ws.rs.client.Client;
import javax.ws.rs.client.ClientBuilder;
import javax.ws.rs.client.Invocation;
import javax.ws.rs.core.GenericType;
import javax.ws.rs.core.MediaType;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collections;
import java.util.List;
import java.util.Properties;
import java.util.concurrent.CountDownLatch;
import java.util.concurrent.TimeUnit;
import static io.confluent.examples.streams.interactivequeries.WordCountInteractiveQueriesExample.DEFAULT_HOST;
import static io.confluent.examples.streams.microservices.util.MicroserviceTestUtils.getWithRetries;
import static junit.framework.TestCase.assertTrue;
import static junit.framework.TestCase.fail;
import static org.hamcrest.MatcherAssert.assertThat;
import static org.hamcrest.core.IsCollectionContaining.hasItem;
import static org.hamcrest.core.IsEqual.equalTo;
/**
* End-to-end integration test for {@link WordCountInteractiveQueriesExample}. Demonstrates
* how you can programmatically query the REST API exposed by {@link WordCountInteractiveQueriesRestService}
*/
public class WordCountInteractiveQueriesExampleTest {
@ClassRule
public static final EmbeddedSingleNodeKafkaCluster CLUSTER = new EmbeddedSingleNodeKafkaCluster();
private static final String WORD_COUNT = "interactive-queries-wordcount-example-word-count-repartition";
private static final String WINDOWED_WORD_COUNT = "interactive-queries-wordcount-example-windowed-word-count-repartition";
private static final String WORD_COUNT_OUTPUT = "interactive-queries-wordcount-example-word-count-changelog";
private static final String WINDOWED_WORD_COUNT_OUTPUT = "interactive-queries-wordcount-example-windowed-word-count-changelog";
private static final List<String> inputValues = Arrays.asList(
"hello",
"world",
"world",
"hello world",
"all streams lead to kafka",
"streams",
"kafka streams");
@Rule
public final TemporaryFolder temp = new TemporaryFolder();
private KafkaStreams kafkaStreams;
private WordCountInteractiveQueriesRestService proxy;
@Rule
public ExpectedException expectedEx = ExpectedException.none();
private static final Logger log = LoggerFactory.getLogger(WordCountInteractiveQueriesExampleTest.class);
@BeforeClass
public static void createTopicsAndProduceDataToInputTopics() throws Exception {
CLUSTER.createTopic(WordCountInteractiveQueriesExample.TEXT_LINES_TOPIC, 2, (short) 1);
// The next two topics don't need to be created as they would be auto-created
// by Kafka Streams, but it just makes the test more reliable if they already exist
// as creating the topics causes a rebalance which closes the stores etc. So it makes
// the timing quite difficult...
CLUSTER.createTopic(WORD_COUNT, 2, (short) 1);
CLUSTER.createTopic(WINDOWED_WORD_COUNT, 2, (short) 1);
// Produce sample data to the input topic before the tests starts.
final Properties producerConfig = new Properties();
producerConfig.put(ProducerConfig.BOOTSTRAP_SERVERS_CONFIG, CLUSTER.bootstrapServers());
producerConfig.put(ProducerConfig.ACKS_CONFIG, "all");
producerConfig.put(ProducerConfig.RETRIES_CONFIG, 0);
producerConfig.put(ProducerConfig.KEY_SERIALIZER_CLASS_CONFIG, StringSerializer.class);
producerConfig.put(ProducerConfig.VALUE_SERIALIZER_CLASS_CONFIG, StringSerializer.class);
IntegrationTestUtils.produceValuesSynchronously(
WordCountInteractiveQueriesExample.TEXT_LINES_TOPIC,
inputValues,
producerConfig);
}
@After
public void shutdown() throws Exception {
if (kafkaStreams != null) {
kafkaStreams.close();
}
if (proxy != null) {
proxy.stop();
}
}
@Test
public void shouldDemonstrateInteractiveQueries() throws Exception {
final String host = DEFAULT_HOST;
final int port = ExampleTestUtils.randomFreeLocalPort();
final String baseUrl = "http://" + host + ":" + port + "/state";
kafkaStreams = WordCountInteractiveQueriesExample.createStreams(
createStreamConfig(CLUSTER.bootstrapServers(), port, "one", host));
final CountDownLatch startupLatch = new CountDownLatch(1);
kafkaStreams.setStateListener((newState, oldState) -> {
if (newState == KafkaStreams.State.RUNNING && oldState != KafkaStreams.State.RUNNING) {
startupLatch.countDown();
}
});
kafkaStreams.start();
assertTrue("streams failed to start within timeout", startupLatch.await(30, TimeUnit.SECONDS));
bindHostAndStartRestProxy(port, host);
if (proxy != null) {
final Client client = ClientBuilder.newClient();
// Create a request to fetch all instances of HostStoreInfo
final Invocation.Builder allInstancesRequest = client
.target(baseUrl + "/instances")
.request(MediaType.APPLICATION_JSON_TYPE);
final List<HostStoreInfo> hostStoreInfo = fetchHostInfo(allInstancesRequest);
assertThat(hostStoreInfo, hasItem(
new HostStoreInfo(host, port, Sets.newHashSet("word-count", "windowed-word-count"))
));
// Create a request to fetch all instances with word-count
final Invocation.Builder wordCountInstancesRequest = client
.target(baseUrl + "/instances/word-count")
.request(MediaType.APPLICATION_JSON_TYPE);
final List<HostStoreInfo> wordCountInstances = fetchHostInfo(wordCountInstancesRequest);
assertThat(wordCountInstances, hasItem(
new HostStoreInfo(host, port, Sets.newHashSet("word-count", "windowed-word-count"))
));
final Properties consumerConfig = new Properties();
consumerConfig.put(ConsumerConfig.BOOTSTRAP_SERVERS_CONFIG, CLUSTER.bootstrapServers());
consumerConfig.put(ConsumerConfig.KEY_DESERIALIZER_CLASS_CONFIG, ByteArrayDeserializer.class);
consumerConfig.put(ConsumerConfig.VALUE_DESERIALIZER_CLASS_CONFIG, ByteArrayDeserializer.class);
consumerConfig.put(ConsumerConfig.GROUP_ID_CONFIG, "wait-for-output-consumer");
consumerConfig.put(ConsumerConfig.AUTO_OFFSET_RESET_CONFIG, "earliest");
IntegrationTestUtils.waitUntilMinKeyValueRecordsReceived(consumerConfig, WORD_COUNT_OUTPUT, inputValues.size());
IntegrationTestUtils.waitUntilMinKeyValueRecordsReceived(consumerConfig, WINDOWED_WORD_COUNT_OUTPUT, inputValues.size());
// Fetch all key-value pairs from the word-count store
final Invocation.Builder allRequest = client
.target(baseUrl + "/keyvalues/word-count/all")
.request(MediaType.APPLICATION_JSON_TYPE);
final List<KeyValueBean> allValues = Arrays.asList(
new KeyValueBean("all", 1L),
new KeyValueBean("hello", 2L),
new KeyValueBean("kafka", 2L),
new KeyValueBean("lead", 1L),
new KeyValueBean("streams", 3L),
new KeyValueBean("to", 1L),
new KeyValueBean("world", 3L));
final List<KeyValueBean> all = fetchRangeOfValues(allRequest, allValues);
assertThat(all, equalTo(allValues));
// Fetch a range of key-value pairs from the word-count store
final List<KeyValueBean> expectedRange = Arrays.asList(
new KeyValueBean("all", 1L),
new KeyValueBean("hello", 2L),
new KeyValueBean("kafka", 2L));
final Invocation.Builder request = client
.target(baseUrl + "/keyvalues/word-count/range/all/kafka")
.request(MediaType.APPLICATION_JSON_TYPE);
final List<KeyValueBean> range = fetchRangeOfValues(request, expectedRange);
assertThat(range, equalTo(expectedRange));
// Find the instance of the Kafka Streams application that would have the key hello
Invocation.Builder builder = client
.target(baseUrl + "/instance/word-count/hello")
.request(MediaType.APPLICATION_JSON_TYPE);
final HostStoreInfo hostWithHelloKey = getWithRetries(builder, HostStoreInfo.class, 5);
// Fetch the value for the key hello from the instance.
builder = client
.target("http://" + hostWithHelloKey.getHost() + ":" + hostWithHelloKey.getPort() + "/state/keyvalue/word-count/hello")
.request(MediaType.APPLICATION_JSON_TYPE);
final KeyValueBean result = getWithRetries(builder, KeyValueBean.class, 5);
assertThat(result, equalTo(new KeyValueBean("hello", 2L)));
// fetch windowed values for a key
builder = client
.target(baseUrl + "/windowed/windowed-word-count/streams/0/" + System.currentTimeMillis())
.request(MediaType.APPLICATION_JSON_TYPE);
final List<KeyValueBean> windowedResult = getWithRetries(builder, new GenericType<List<KeyValueBean>>() {}, 5);
assertThat(windowedResult.size(), equalTo(1));
final KeyValueBean keyValueBean = windowedResult.get(0);
assertTrue(keyValueBean.getKey().startsWith("streams"));
assertThat(keyValueBean.getValue(), equalTo(3L));
} else {
fail("Should fail demonstrating InteractiveQueries as the Rest Service failed to start.");
}
}
private void bindHostAndStartRestProxy(final int port, final String host) throws InterruptedException {
int count = 0;
final int maxTries = 10;
while (count <= maxTries) {
try {
// Starts the Rest Service on the provided host:port
proxy = WordCountInteractiveQueriesExample.startRestProxy(kafkaStreams, host, port);
break;
} catch (final Exception ex) {
log.error("Could not start Rest Service due to: " + ex.toString());
}
Thread.sleep(1000);
count++;
}
}
@Test(expected = Exception.class)
public void shouldThrowExceptionForInvalidHost() throws Exception {
final int port = ExampleTestUtils.randomFreeLocalPort();
final String host = "someInvalidHost";
kafkaStreams = WordCountInteractiveQueriesExample.createStreams(
createStreamConfig(CLUSTER.bootstrapServers(), port, "one", host));
final CountDownLatch startupLatch = new CountDownLatch(1);
kafkaStreams.setStateListener((newState, oldState) -> {
if (newState == KafkaStreams.State.RUNNING && oldState != KafkaStreams.State.RUNNING) {
startupLatch.countDown();
}
});
kafkaStreams.start();
proxy = WordCountInteractiveQueriesExample.startRestProxy(kafkaStreams, host, port);
}
@Test
public void shouldThrowBindExceptionForUnavailablePort() throws Exception {
final int port = ExampleTestUtils.randomFreeLocalPort();
final String host = "localhost";
kafkaStreams = WordCountInteractiveQueriesExample.createStreams(
createStreamConfig(CLUSTER.bootstrapServers(), port, "one", host));
final CountDownLatch startupLatch = new CountDownLatch(1);
kafkaStreams.setStateListener((newState, oldState) -> {
if (newState == KafkaStreams.State.RUNNING && oldState != KafkaStreams.State.RUNNING) {
startupLatch.countDown();
}
});
kafkaStreams.start();
proxy = WordCountInteractiveQueriesExample.startRestProxy(kafkaStreams, host, port);
expectedEx.expect(Exception.class);
expectedEx.expectCause(IsInstanceOf.instanceOf(java.net.BindException.class));
// Binding to same port again will raise BindException.
WordCountInteractiveQueriesExample.startRestProxy(kafkaStreams, host, port);
}
/**
* We fetch these in a loop as they are the first couple of requests
* directly after KafkaStreams.start(), so it can take some time
* for the group to stabilize and all stores/instances to be available
*/
private List<HostStoreInfo> fetchHostInfo(final Invocation.Builder request) throws InterruptedException {
List<HostStoreInfo> hostStoreInfo = getWithRetries(request, new GenericType<List<HostStoreInfo>>(){}, 5);
final long until = System.currentTimeMillis() + 60000L;
while (hostStoreInfo.isEmpty() ||
hostStoreInfo.get(0).getStoreNames().size() != 2 && System.currentTimeMillis() < until) {
Thread.sleep(10);
hostStoreInfo = getWithRetries(request, new GenericType<List<HostStoreInfo>>() {}, 5);
}
return hostStoreInfo;
}
private List<KeyValueBean> fetchRangeOfValues(final Invocation.Builder request,
final List<KeyValueBean> expectedResults) {
List<KeyValueBean> results = new ArrayList<>();
final long timeout = System.currentTimeMillis() + 10000L;
while (!results.containsAll(expectedResults) && System.currentTimeMillis() < timeout) {
try {
results = getWithRetries(request, new GenericType<List<KeyValueBean>>() {}, 5);
} catch (final NotFoundException e) {
//
}
}
Collections.sort(results, (o1, o2) -> o1.getKey().compareTo(o2.getKey()));
return results;
}
private Properties createStreamConfig(final String bootStrap,
final int port,
final String stateDir,
final String host) throws IOException {
final Properties streamsConfiguration = new Properties();
// Give the Streams application a unique name. The name must be unique in the Kafka cluster
// against which the application is run.
streamsConfiguration.put(StreamsConfig.APPLICATION_ID_CONFIG, "interactive-queries-wordcount-example");
// Where to find Kafka broker(s).
streamsConfiguration.put(StreamsConfig.BOOTSTRAP_SERVERS_CONFIG, bootStrap);
// The host:port the embedded REST proxy will run on
streamsConfiguration.put(StreamsConfig.APPLICATION_SERVER_CONFIG, host + ":" + port);
// The directory where the RocksDB State Stores will reside
streamsConfiguration.put(StreamsConfig.STATE_DIR_CONFIG, temp.newFolder(stateDir).getPath());
// Set the default key serde
streamsConfiguration.put(StreamsConfig.DEFAULT_KEY_SERDE_CLASS_CONFIG, Serdes.String().getClass());
// Set the default value serde
streamsConfiguration.put(StreamsConfig.DEFAULT_VALUE_SERDE_CLASS_CONFIG, Serdes.String().getClass());
streamsConfiguration.put(StreamsConfig.COMMIT_INTERVAL_MS_CONFIG, "100");
streamsConfiguration.put(StreamsConfig.CACHE_MAX_BYTES_BUFFERING_CONFIG, "0");
return streamsConfiguration;
}
}