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社区首页 >专栏 >Flink+Kafka:FlinkKafkaProducer简单样例

Flink+Kafka:FlinkKafkaProducer简单样例

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发布2021-09-22 11:19:08
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发布2021-09-22 11:19:08
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1、pom.xml

代码语言:javascript
复制
<?xml version="1.0" encoding="UTF-8"?>
<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>

    <groupId>com.example</groupId>
    <artifactId>flinkanaly</artifactId>
    <version>1.0-SNAPSHOT</version>


    <dependencies>
        <!-- https://mvnrepository.com/artifact/org.apache.flink/flink-core -->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-core</artifactId>
            <version>1.13.2</version>
        </dependency>
        <!-- https://mvnrepository.com/artifact/org.apache.flink/flink-clients -->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-clients_2.12</artifactId>
            <version>1.13.2</version>
        </dependency>
        <!-- https://mvnrepository.com/artifact/org.apache.flink/flink-runtime-web -->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-runtime-web_2.12</artifactId>
            <version>1.13.2</version>

        </dependency>
        <!-- https://mvnrepository.com/artifact/org.apache.flink/flink-streaming-java -->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-streaming-java_2.12</artifactId>
            <version>1.13.2</version>
        </dependency>
        <!-- https://mvnrepository.com/artifact/org.apache.flink/flink-connector-kafka -->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-connector-kafka_2.12</artifactId>
            <version>1.13.2</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/org.apache.hadoop/hadoop-common -->
        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-common</artifactId>
            <version>2.7.7</version>
        </dependency>

        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-hdfs</artifactId>
            <version>2.7.7</version>
        </dependency>
        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-client</artifactId>
            <version>2.7.7</version>
        </dependency>
    </dependencies>
    <build>
        <plugins>
            <plugin>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-maven-plugin</artifactId>
                <version>2.5.4</version>
                <executions>
                    <execution>
                        <goals>
                            <goal>repackage</goal>
                        </goals>
                    </execution>
                </executions>
            </plugin>
        </plugins>
    </build>
</project>

2、FlinkKafkaConsumer和FlinkKafkaConsumer

代码语言:javascript
复制
package com.example;

import org.apache.flink.api.common.serialization.SimpleStringSchema;
import org.apache.flink.streaming.api.datastream.DataStream;
import org.apache.flink.streaming.api.datastream.DataStreamSource;
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer;
import org.apache.flink.streaming.connectors.kafka.FlinkKafkaProducer;

import java.util.Arrays;
import java.util.Properties;

public class Fink_Kafka_Demo {

    public static void main(String[] args) {
        System.out.println("args = " + Arrays.deepToString(args));
        if("consumer".equals(args[0])){
            Fink_Kafka_Demo.consumer();
        }
        if("producer".equals(args[0])){
            Fink_Kafka_Demo.producer();
        }
    }

    public static void consumer() {
        System.out.println("Start Consumer.....");
        final StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();

        Properties properties = new Properties();
        properties.setProperty("bootstrap.servers", "node1:9092");
        properties.setProperty("group.id", "test");
        //构建FlinkKafkaConsumer
        FlinkKafkaConsumer<String> myConsumer = new FlinkKafkaConsumer<String>("demo", new SimpleStringSchema(), properties);
        //指定偏移量
        myConsumer.setStartFromLatest();
        DataStream<String> stream = env.addSource(myConsumer);
        env.enableCheckpointing(5000);
        stream.print();
        try {
            env.execute("Fink_Kafka_Demo");
        } catch (Exception e) {
            e.printStackTrace();
        }

    }


    public static void producer(){
        System.out.println("Start Producer.....");
        StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
        env.setParallelism(1);
        //创建消费者
        DataStreamSource<String> stream = env.fromElements("test","Hello","Flink","Kafka");
        Properties PropertiesProducer = new Properties();
        PropertiesProducer.put("bootstrap.servers", "node1:9092");
        stream.addSink(new FlinkKafkaProducer<String>(
                "demo",
                new SimpleStringSchema(),
                PropertiesProducer
        ));
        stream.print();
        try {
            env.execute();
        } catch (Exception e) {
            e.printStackTrace();
        }
    }


}

编译Jar

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3、执行

(1)将Jar包上传到服务器 (2)启动消费者

代码语言:javascript
复制
[root@node1 jar]# java -jar flinkanaly-1.0-SNAPSHOT.jar consumer
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(3)启动生产者

代码语言:javascript
复制
[root@node1 jar]# java -jar flinkanaly-1.0-SNAPSHOT.jar producer
args = [producer]
Start Producer.....
log4j:WARN No appenders could be found for logger (org.apache.flink.api.java.ClosureCleaner).
log4j:WARN Please initialize the log4j system properly.
log4j:WARN See http://logging.apache.org/log4j/1.2/faq.html#noconfig for more info.
test
Hello
Flink
Kafka
[root@node1 jar]#
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在这里插入图片描述

(4)观察消费者

在这里插入图片描述
在这里插入图片描述
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原始发表:2021-09-11 ,如有侵权请联系 cloudcommunity@tencent.com 删除

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目录
  • 1、pom.xml
  • 2、FlinkKafkaConsumer和FlinkKafkaConsumer
  • 3、执行
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