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This directory contains Kafka Streams example. | ||
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The project uses avro-maven-plugin to generate classes. | ||
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Do not manually modify classes in types directory |
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<?xml version="1.0" encoding="UTF-8"?> | ||
<!-- | ||
~ Copyright (c) 2018. Prashant Kumar Pandey | ||
~ | ||
~ 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. | ||
--> | ||
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<project xmlns="http://maven.apache.org/POM/4.0.0" | ||
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | ||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
<modelVersion>4.0.0</modelVersion> | ||
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<groupId>guru.learningjournal.kafka.examples</groupId> | ||
<artifactId>pos-fanout-avro</artifactId> | ||
<version>2.0.0</version> | ||
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<properties> | ||
<avro.version>1.8.1</avro.version> | ||
<kafka.version>2.0.0</kafka.version> | ||
<log4j.version>2.11.1</log4j.version> | ||
<junit.version>5.3.1</junit.version> | ||
<java.version>1.8</java.version> | ||
<confluent.version>5.0.1</confluent.version> | ||
</properties> | ||
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<repositories> | ||
<repository> | ||
<id>confluent</id> | ||
<url>https://packages.confluent.io/maven/</url> | ||
</repository> | ||
</repositories> | ||
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<dependencies> | ||
<!-- Avro dependency--> | ||
<dependency> | ||
<groupId>org.apache.avro</groupId> | ||
<artifactId>avro</artifactId> | ||
<version>${avro.version}</version> | ||
</dependency> | ||
<!-- Confluent Avro SerDes--> | ||
<dependency> | ||
<groupId>io.confluent</groupId> | ||
<artifactId>kafka-streams-avro-serde</artifactId> | ||
<version>${confluent.version}</version> | ||
</dependency> | ||
<!-- Apache Kafka Clients--> | ||
<dependency> | ||
<groupId>org.apache.kafka</groupId> | ||
<artifactId>kafka-clients</artifactId> | ||
<version>2.0.0</version> | ||
</dependency> | ||
<!-- Apache Kafka Streams--> | ||
<dependency> | ||
<groupId>org.apache.kafka</groupId> | ||
<artifactId>kafka-streams</artifactId> | ||
<version>2.0.0</version> | ||
</dependency> | ||
<!-- Apache Log4J2 binding for SLF4J --> | ||
<dependency> | ||
<groupId>org.apache.logging.log4j</groupId> | ||
<artifactId>log4j-slf4j-impl</artifactId> | ||
<version>2.11.0</version> | ||
</dependency> | ||
<!-- JUnit5 Jupiter --> | ||
<dependency> | ||
<groupId>org.junit.jupiter</groupId> | ||
<artifactId>junit-jupiter-api</artifactId> | ||
<version>5.3.1</version> | ||
<scope>test</scope> | ||
</dependency> | ||
<!-- JUnit 5 Jupiter Engine --> | ||
<dependency> | ||
<groupId>org.junit.jupiter</groupId> | ||
<artifactId>junit-jupiter-engine</artifactId> | ||
<version>5.3.1</version> | ||
<scope>test</scope> | ||
</dependency> | ||
<!-- JUnit 5 Jupiter Parameterized Testing --> | ||
<dependency> | ||
<groupId>org.junit.jupiter</groupId> | ||
<artifactId>junit-jupiter-params</artifactId> | ||
<version>5.3.1</version> | ||
<scope>test</scope> | ||
</dependency> | ||
</dependencies> | ||
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<build> | ||
<plugins> | ||
<!-- Maven Compiler Plugin--> | ||
<plugin> | ||
<groupId>org.apache.maven.plugins</groupId> | ||
<artifactId>maven-compiler-plugin</artifactId> | ||
<version>3.8.0</version> | ||
<configuration> | ||
<source>${java.version}</source> | ||
<target>${java.version}</target> | ||
</configuration> | ||
</plugin> | ||
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<!-- Maven Avro plugin for generating pojo--> | ||
<plugin> | ||
<groupId>org.apache.avro</groupId> | ||
<artifactId>avro-maven-plugin</artifactId> | ||
<version>${avro.version}</version> | ||
<executions> | ||
<execution> | ||
<phase>generate-sources</phase> | ||
<goals> | ||
<goal>schema</goal> | ||
</goals> | ||
<configuration> | ||
<sourceDirectory>${project.basedir}/src/main/resources/schema/</sourceDirectory> | ||
<outputDirectory>${project.basedir}/src/main/java/</outputDirectory> | ||
</configuration> | ||
</execution> | ||
</executions> | ||
</plugin> | ||
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</plugins> | ||
</build> | ||
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</project> |
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C:\Users\prashant\Downloads\confluent-5.0.1\bin\windows\kafka-console-consumer.bat --bootstrap-server localhost:9092 --topic hadoop-sink --from-beginning |
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C:\Users\prashant\Downloads\confluent-5.0.1\bin\windows\kafka-server-start.bat C:\Users\prashant\Downloads\confluent-5.0.1\etc\kafka\server-0.properties |
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C:\Users\prashant\Downloads\confluent-5.0.1\bin\windows\kafka-server-start.bat C:\Users\prashant\Downloads\confluent-5.0.1\etc\kafka\server-1.properties |
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C:\Users\prashant\Downloads\confluent-5.0.1\bin\windows\kafka-server-start.bat C:\Users\prashant\Downloads\confluent-5.0.1\etc\kafka\server-2.properties |
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C:\Users\prashant\Downloads\confluent-5.0.1\bin\windows\schema-registry-start.bat C:\Users\prashant\Downloads\confluent-5.0.1\etc\schema-registry\schema-registry.properties |
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C:\Users\prashant\Downloads\confluent-5.0.1\bin\windows\zookeeper-server-start.bat C:\Users\prashant\Downloads\confluent-5.0.1\etc\kafka\zookeeper.properties |
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pos-fanout-avro/src/main/java/guru/learningjournal/kafka/examples/FanOutConfigs.java
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/* | ||
* Copyright (c) 2019. Prashant Kumar Pandey | ||
* | ||
* 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. | ||
*/ | ||
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package guru.learningjournal.kafka.examples; | ||
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/** | ||
* Configurations for the PosFanOutApp | ||
* | ||
* @author prashant | ||
* @author www.learningjournal.guru | ||
*/ | ||
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class FanOutConfigs { | ||
final static String applicationID = "PosFanOutApp"; | ||
final static String bootstrapServers = "localhost:9092"; | ||
final static String posTopicName = "pos"; | ||
final static String shipmentTopicName = "shipment"; | ||
final static String notificationTopic = "loyalty"; | ||
final static String hadoopTopic = "hadoop-sink"; | ||
final static String DELIVERY_TYPE_HOME_DELIVERY = "HOME-DELIVERY"; | ||
final static String CUSTOMER_TYPE_PRIME = "PRIME"; | ||
final static Double LOYALTY_FACTOR = 0.02; | ||
} |
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pos-fanout-avro/src/main/java/guru/learningjournal/kafka/examples/PosFanOutApp.java
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/* | ||
* Copyright (c) 2019. Prashant Kumar Pandey | ||
* | ||
* 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. | ||
*/ | ||
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package guru.learningjournal.kafka.examples; | ||
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import guru.learningjournal.kafka.examples.types.HadoopRecord; | ||
import guru.learningjournal.kafka.examples.types.Notification; | ||
import guru.learningjournal.kafka.examples.types.PosInvoice; | ||
import org.apache.kafka.streams.KafkaStreams; | ||
import org.apache.kafka.streams.StreamsBuilder; | ||
import org.apache.kafka.streams.StreamsConfig; | ||
import org.apache.kafka.streams.Topology; | ||
import org.apache.kafka.streams.kstream.*; | ||
import org.apache.logging.log4j.LogManager; | ||
import org.apache.logging.log4j.Logger; | ||
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import java.util.*; | ||
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/** | ||
* Transform and FanOut Invoices to different topics for other services | ||
* | ||
* @author prashant | ||
* @author www.learningjournal.guru | ||
*/ | ||
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@SuppressWarnings("unchecked") | ||
public class PosFanOutApp { | ||
private static final Logger logger = LogManager.getLogger(); | ||
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public static void main(String[] args) { | ||
Properties props = new Properties(); | ||
props.put(StreamsConfig.APPLICATION_ID_CONFIG, FanOutConfigs.applicationID); | ||
props.put(StreamsConfig.BOOTSTRAP_SERVERS_CONFIG, FanOutConfigs.bootstrapServers); | ||
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StreamsBuilder builder = new StreamsBuilder(); | ||
KStream KS0 = builder.stream(FanOutConfigs.posTopicName, | ||
Consumed.with(PosSerdes.String(), PosSerdes.PosInvoice())); | ||
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//Requirement 1 - Produce to shipment | ||
KStream KS1 = KS0.filter((Predicate<String, PosInvoice>) (key, value) -> | ||
value.getDeliveryType().toString() | ||
.equalsIgnoreCase(FanOutConfigs.DELIVERY_TYPE_HOME_DELIVERY)); | ||
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KS1.to(FanOutConfigs.shipmentTopicName, | ||
Produced.with(PosSerdes.String(), PosSerdes.PosInvoice())); | ||
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//Requirement 2 - Produce to loyaltyHadoopRecord | ||
KStream KS3 = KS0.filter((Predicate<String, PosInvoice>) (key, value) -> | ||
value.getCustomerType().toString() | ||
.equalsIgnoreCase(FanOutConfigs.CUSTOMER_TYPE_PRIME)); | ||
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KStream KS4 = KS3.mapValues((ValueMapper<PosInvoice, Notification>) | ||
RecordBuilder::getNotification); | ||
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KS4.to(FanOutConfigs.notificationTopic, | ||
Produced.with(PosSerdes.String(), PosSerdes.Notification())); | ||
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//Requirement 3 - Produce to Hadoop | ||
KStream KS6 = KS0.mapValues((ValueMapper<PosInvoice, PosInvoice>) | ||
RecordBuilder::getMaskedInvoice); | ||
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KStream KS7 = KS6.flatMapValues((ValueMapper<PosInvoice, Iterable<HadoopRecord>>) | ||
RecordBuilder::getHadoopRecords); | ||
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KS7.to(FanOutConfigs.hadoopTopic, | ||
Produced.with(PosSerdes.String(), PosSerdes.HadoopRecord())); | ||
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Topology posFanOutTopology = builder.build(); | ||
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logger.info("Starting the following topology"); | ||
logger.info(posFanOutTopology.describe().toString()); | ||
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KafkaStreams myStream = new KafkaStreams(posFanOutTopology, props); | ||
myStream.start(); | ||
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Runtime.getRuntime().addShutdownHook(new Thread(() -> { | ||
logger.info("Stopping Stream"); | ||
myStream.close(); | ||
})); | ||
} | ||
} |
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pos-fanout-avro/src/main/java/guru/learningjournal/kafka/examples/PosSerdes.java
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/* | ||
* Copyright (c) 2019. Prashant Kumar Pandey | ||
* | ||
* 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. | ||
*/ | ||
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package guru.learningjournal.kafka.examples; | ||
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import guru.learningjournal.kafka.examples.types.HadoopRecord; | ||
import guru.learningjournal.kafka.examples.types.Notification; | ||
import guru.learningjournal.kafka.examples.types.PosInvoice; | ||
import io.confluent.kafka.streams.serdes.avro.SpecificAvroSerde; | ||
import org.apache.kafka.common.serialization.Serde; | ||
import org.apache.kafka.common.serialization.Serdes; | ||
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import java.util.Collections; | ||
import java.util.Map; | ||
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/** | ||
* Extend Kafka Streams Serdes to add custom specific Avro Serdes | ||
* | ||
* @author prashant | ||
* @author www.learningjournal.guru | ||
*/ | ||
class PosSerdes extends Serdes { | ||
private final static Map<String, String> serdeConfig = Collections.singletonMap( | ||
"schema.registry.url", | ||
"http://localhost:8081"); | ||
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static Serde<PosInvoice> PosInvoice() { | ||
final Serde<PosInvoice> specificAvroSerde = new SpecificAvroSerde<>(); | ||
specificAvroSerde.configure(serdeConfig, false); | ||
return specificAvroSerde; | ||
} | ||
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static Serde<Notification> Notification() { | ||
final Serde<Notification> specificAvroSerde = new SpecificAvroSerde<>(); | ||
specificAvroSerde.configure(serdeConfig, false); | ||
return specificAvroSerde; | ||
} | ||
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static Serde<HadoopRecord> HadoopRecord() { | ||
final Serde<HadoopRecord> specificAvroSerde = new SpecificAvroSerde<>(); | ||
specificAvroSerde.configure(serdeConfig, false); | ||
return specificAvroSerde; | ||
} | ||
} |
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