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EmailService.java
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package io.confluent.examples.streams.microservices;
import static io.confluent.examples.streams.microservices.domain.Schemas.Topics.CUSTOMERS;
import static io.confluent.examples.streams.microservices.domain.Schemas.Topics.ORDERS;
import static io.confluent.examples.streams.microservices.domain.Schemas.Topics.ORDERS_ENRICHED;
import static io.confluent.examples.streams.microservices.domain.Schemas.Topics.PAYMENTS;
import static io.confluent.examples.streams.microservices.util.MicroserviceUtils.*;
import io.confluent.examples.streams.avro.microservices.Customer;
import io.confluent.examples.streams.avro.microservices.Order;
import io.confluent.examples.streams.avro.microservices.OrderEnriched;
import io.confluent.examples.streams.avro.microservices.Payment;
import io.confluent.examples.streams.microservices.domain.Schemas;
import io.confluent.kafka.serializers.AbstractKafkaSchemaSerDeConfig;
import org.apache.commons.cli.*;
import org.apache.kafka.streams.KafkaStreams;
import org.apache.kafka.streams.StreamsBuilder;
import org.apache.kafka.streams.kstream.Consumed;
import java.io.IOException;
import java.util.Optional;
import java.util.Properties;
import java.util.concurrent.CountDownLatch;
import java.util.concurrent.TimeUnit;
import org.apache.kafka.streams.KafkaStreams.State;
import org.apache.kafka.streams.kstream.GlobalKTable;
import org.apache.kafka.streams.kstream.JoinWindows;
import org.apache.kafka.streams.kstream.KStream;
import org.apache.kafka.streams.kstream.Produced;
import org.apache.kafka.streams.kstream.StreamJoined;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.time.Duration;
/**
* A very simple service which sends emails. Order and Payment streams are joined
* using a window. The result is then joined to a lookup table of Customers.
* Finally an email is sent for each resulting tuple.
*/
public class EmailService implements Service {
private static final Logger log = LoggerFactory.getLogger(EmailService.class);
private final String SERVICE_APP_ID = getClass().getSimpleName();
private KafkaStreams streams;
private final Emailer emailer;
public EmailService(final Emailer emailer) {
this.emailer = emailer;
}
@Override
public void start(final String bootstrapServers,
final String stateDir,
final Properties defaultConfig) {
streams = processStreams(bootstrapServers, stateDir, defaultConfig);
streams.cleanUp(); //don't do this in prod as it clears your state stores
final CountDownLatch startLatch = new CountDownLatch(1);
streams.setStateListener((newState, oldState) -> {
if (newState == State.RUNNING && oldState != KafkaStreams.State.RUNNING) {
startLatch.countDown();
}
});
streams.start();
try {
if (!startLatch.await(60, TimeUnit.SECONDS)) {
throw new RuntimeException("Streams never finished rebalancing on startup");
}
} catch (final InterruptedException e) {
Thread.currentThread().interrupt();
}
log.info("Started Service " + SERVICE_APP_ID);
}
private KafkaStreams processStreams(final String bootstrapServers,
final String stateDir,
final Properties defaultConfig) {
final StreamsBuilder builder = new StreamsBuilder();
//Create the streams/tables for the join
final KStream<String, Order> orders = builder.stream(ORDERS.name(),
Consumed.with(ORDERS.keySerde(), ORDERS.valueSerde()));
final KStream<String, Payment> payments = builder.stream(PAYMENTS.name(),
Consumed.with(PAYMENTS.keySerde(), PAYMENTS.valueSerde()))
//Rekey payments to be by OrderId for the windowed join
.selectKey((s, payment) -> payment.getOrderId());
final GlobalKTable<Long, Customer> customers = builder.globalTable(CUSTOMERS.name(),
Consumed.with(CUSTOMERS.keySerde(), CUSTOMERS.valueSerde()));
final StreamJoined<String, Order, Payment> serdes = StreamJoined
.with(ORDERS.keySerde(), ORDERS.valueSerde(), PAYMENTS.valueSerde());
//Join the two streams and the table then send an email for each
orders.join(payments, EmailTuple::new,
//Join Orders and Payments streams
JoinWindows.ofTimeDifferenceWithNoGrace(Duration.ofMinutes(1)), serdes)
//Next join to the GKTable of Customers
.join(customers,
(key1, tuple) -> tuple.order.getCustomerId(),
// note how, because we use a GKtable, we can join on any attribute of the Customer.
EmailTuple::setCustomer)
//Now for each tuple send an email.
.peek((key, emailTuple)
-> emailer.sendEmail(emailTuple)
);
//Send the order to a topic whose name is the value of customer level
orders.join(customers, (orderId, order) -> order.getCustomerId(), (order, customer) -> new OrderEnriched (order.getId(), order.getCustomerId(), customer.getLevel()))
//TopicNameExtractor to get the topic name (i.e., customerLevel) from the enriched order record being sent
.to((orderId, orderEnriched, record) -> orderEnriched.getCustomerLevel(), Produced.with(ORDERS_ENRICHED.keySerde(), ORDERS_ENRICHED.valueSerde()));
return new KafkaStreams(builder.build(),
baseStreamsConfig(bootstrapServers, stateDir, SERVICE_APP_ID, defaultConfig));
}
public static void main(final String[] args) throws Exception {
final Options opts = new Options();
opts.addOption(Option.builder("b")
.longOpt("bootstrap-servers")
.hasArg()
.desc("Kafka cluster bootstrap server string (ex: broker:9092)")
.build());
opts.addOption(Option.builder("s")
.longOpt("schema-registry")
.hasArg()
.desc("Schema Registry URL")
.build());
opts.addOption(Option.builder("c")
.longOpt("config-file")
.hasArg()
.desc("Java properties file with configurations for Kafka Clients")
.build());
opts.addOption(Option.builder("t")
.longOpt("state-dir")
.hasArg()
.desc("The directory for state storage")
.build());
opts.addOption(Option.builder("h").longOpt("help").hasArg(false).desc("Show usage information").build());
final CommandLine cl = new DefaultParser().parse(opts, args);
if (cl.hasOption("h")) {
final HelpFormatter formatter = new HelpFormatter();
formatter.printHelp("Email Service", opts);
return;
}
final EmailService service = new EmailService(new LoggingEmailer());
final Properties defaultConfig = Optional.ofNullable(cl.getOptionValue("config-file", null))
.map(path -> {
try {
return buildPropertiesFromConfigFile(path);
} catch (final IOException e) {
throw new RuntimeException(e);
}
})
.orElse(new Properties());
final String schemaRegistryUrl = cl.getOptionValue("schema-registry", DEFAULT_SCHEMA_REGISTRY_URL);
defaultConfig.put(AbstractKafkaSchemaSerDeConfig.SCHEMA_REGISTRY_URL_CONFIG, schemaRegistryUrl);
Schemas.configureSerdes(defaultConfig);
service.start(
cl.getOptionValue("bootstrap-servers", DEFAULT_BOOTSTRAP_SERVERS),
cl.getOptionValue("state-dir", "/tmp/kafka-streams-examples"),
defaultConfig);
addShutdownHookAndBlock(service);
}
private static class LoggingEmailer implements Emailer {
@Override
public void sendEmail(final EmailTuple details) {
//In a real implementation we would do something a little more useful
log.warn("Sending email: \nCustomer:{}\nOrder:{}\nPayment{}", details.customer, details.order, details.payment);
}
}
@Override
public void stop() {
if (streams != null) {
streams.close();
}
}
interface Emailer {
void sendEmail(EmailTuple details);
}
public static class EmailTuple {
final public Order order;
final public Payment payment;
public Customer customer;
public EmailTuple(final Order order, final Payment payment) {
this.order = order;
this.payment = payment;
}
EmailTuple setCustomer(final Customer customer) {
this.customer = customer;
return this;
}
@Override
public String toString() {
return "EmailTuple{" +
"order=" + order +
", payment=" + payment +
", customer=" + customer +
'}';
}
}
}