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# Overview
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This is an example of a ETL stream pipeline, mixing a starter application with custom transform and sink.
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# Applications
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JDBC Source - Application Starter distributed by default
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customer-transform - Custom application to transform the data
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customer-mongodb-sink - Custom application to sink the data
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# Relevant Articles
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* [ETL with Spring Cloud Data Flow](https://www.baeldung.com/spring-cloud-data-flow-etl)
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<?xml version="1.0" encoding="UTF-8"?>
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<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
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xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
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<modelVersion>4.0.0</modelVersion>
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<artifactId>customer-mongodb-sink</artifactId>
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<name>customer-mongodb-sink</name>
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<packaging>jar</packaging>
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<description>Example ETL Load Project</description>
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<parent>
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<artifactId>parent-boot-2</artifactId>
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<groupId>com.baeldung</groupId>
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<version>0.0.1-SNAPSHOT</version>
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<relativePath>../../../parent-boot-2</relativePath>
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</parent>
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<dependencies>
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<dependency>
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<groupId>org.springframework.cloud</groupId>
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<artifactId>spring-cloud-stream</artifactId>
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</dependency>
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<dependency>
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<groupId>org.springframework.cloud</groupId>
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<artifactId>spring-cloud-stream-binder-rabbit</artifactId>
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</dependency>
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<dependency>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-starter-data-mongodb</artifactId>
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</dependency>
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<dependency>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-starter-test</artifactId>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>org.springframework.cloud</groupId>
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<artifactId>spring-cloud-stream-test-support</artifactId>
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<scope>test</scope>
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</dependency>
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</dependencies>
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<dependencyManagement>
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<dependencies>
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<dependency>
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<groupId>org.springframework.cloud</groupId>
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<artifactId>spring-cloud-dependencies</artifactId>
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<version>${spring-cloud.version}</version>
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<type>pom</type>
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<scope>import</scope>
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</dependency>
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</dependencies>
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</dependencyManagement>
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<build>
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<plugins>
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<plugin>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-maven-plugin</artifactId>
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</plugin>
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</plugins>
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</build>
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<properties>
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<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
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<project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
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<spring-cloud.version>Greenwich.RELEASE</spring-cloud.version>
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</properties>
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</project>
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package com.customer.customermongodbsink;
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import org.springframework.data.mongodb.core.mapping.Document;
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@Document(collection = "customer")
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public class Customer {
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private Long id;
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private String name;
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public Long getId() {
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return id;
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}
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public void setId(Long id) {
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this.id = id;
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}
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public String getName() {
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return name;
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}
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public void setName(String name) {
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this.name = name;
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}
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}
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package com.customer.customermongodbsink;
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import org.springframework.beans.factory.annotation.Autowired;
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import org.springframework.cloud.stream.annotation.EnableBinding;
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import org.springframework.cloud.stream.annotation.StreamListener;
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import org.springframework.cloud.stream.messaging.Sink;
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@EnableBinding(Sink.class)
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public class CustomerListener {
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@Autowired
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private CustomerRepository repository;
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@StreamListener(Sink.INPUT)
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public void save(Customer customer) {
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repository.save(customer);
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}
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}
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package com.customer.customermongodbsink;
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import org.springframework.boot.SpringApplication;
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import org.springframework.boot.autoconfigure.SpringBootApplication;
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@SpringBootApplication
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public class CustomerMongodbSinkApplication {
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public static void main(String[] args) {
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SpringApplication.run(CustomerMongodbSinkApplication.class, args);
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}
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}
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package com.customer.customermongodbsink;
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import org.springframework.data.mongodb.repository.MongoRepository;
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import org.springframework.stereotype.Repository;
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@Repository
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public interface CustomerRepository extends MongoRepository<Customer, Long> {
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}
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<?xml version="1.0" encoding="UTF-8"?>
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<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
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xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
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<modelVersion>4.0.0</modelVersion>
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<artifactId>customer-transform</artifactId>
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<name>customer-transform</name>
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<packaging>jar</packaging>
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<description>Example transform ETL step</description>
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<parent>
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<artifactId>parent-boot-2</artifactId>
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<groupId>com.baeldung</groupId>
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<version>0.0.1-SNAPSHOT</version>
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<relativePath>../../../parent-boot-2</relativePath>
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</parent>
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<dependencies>
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<dependency>
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<groupId>org.springframework.cloud</groupId>
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<artifactId>spring-cloud-stream-binder-rabbit</artifactId>
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</dependency>
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<dependency>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-starter-test</artifactId>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>org.springframework.cloud</groupId>
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<artifactId>spring-cloud-stream-test-support</artifactId>
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<scope>test</scope>
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</dependency>
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</dependencies>
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<dependencyManagement>
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<dependencies>
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<dependency>
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<groupId>org.springframework.cloud</groupId>
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<artifactId>spring-cloud-dependencies</artifactId>
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<version>${spring-cloud.version}</version>
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<type>pom</type>
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<scope>import</scope>
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</dependency>
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</dependencies>
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</dependencyManagement>
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<build>
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<plugins>
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<plugin>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-maven-plugin</artifactId>
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</plugin>
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</plugins>
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</build>
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<properties>
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<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
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<project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
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<spring-cloud.version>Greenwich.RELEASE</spring-cloud.version>
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</properties>
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</project>
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package com.customer.customertransform;
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import com.fasterxml.jackson.annotation.JsonProperty;
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public class Customer {
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private Long id;
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private String name;
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@JsonProperty("customer_name")
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public void setName(String name) {
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this.name = name;
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}
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@JsonProperty("name")
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public String getName() {
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return name;
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}
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public Long getId() {
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return id;
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}
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public void setId(Long id) {
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this.id = id;
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}
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}
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package com.customer.customertransform;
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import org.springframework.cloud.stream.annotation.EnableBinding;
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import org.springframework.cloud.stream.messaging.Processor;
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import org.springframework.integration.annotation.Transformer;
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@EnableBinding(Processor.class)
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public class CustomerProcessorConfiguration {
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@Transformer(inputChannel = Processor.INPUT, outputChannel = Processor.OUTPUT)
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public Customer convertToPojo(Customer payload) {
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return payload;
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}
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}
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+12
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package com.customer.customertransform;
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import org.springframework.boot.SpringApplication;
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import org.springframework.boot.autoconfigure.SpringBootApplication;
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@SpringBootApplication
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public class CustomerTransformApplication {
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public static void main(String[] args) {
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SpringApplication.run(CustomerTransformApplication.class, args);
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}
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}
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<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
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xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
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<modelVersion>4.0.0</modelVersion>
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<artifactId>spring-cloud-data-flow-etl</artifactId>
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<version>0.0.1-SNAPSHOT</version>
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<name>etl</name>
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<packaging>pom</packaging>
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<parent>
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<groupId>com.baeldung</groupId>
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<artifactId>spring-cloud-data-flow</artifactId>
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<version>0.0.1-SNAPSHOT</version>
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</parent>
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<modules>
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<module>customer-mongodb-sink</module>
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<module>customer-transform</module>
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</modules>
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</project>
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