1.項目構建
主機(kafka zookeeper 三臺同時安裝啓動)
master: 192.168.28.129
slave0: 192.168.28.130
slave1: 192.168.28.131
kafka zookeeper 啓動進程
master:
slave0:
slave1:
2.pom.xml 依賴
導入依賴時需要注意版本問題
<dependencies>
<!-- 單元測試 -->
<dependency>
<groupId>junit</groupId>
<artifactId>junit</artifactId>
<version>4.12</version>
<scope>test</scope>
</dependency>
<!-- 導入servlet支持包 -->
<dependency>
<groupId>javax.servlet</groupId>
<artifactId>javax.servlet-api</artifactId>
<version>4.0.0-b01</version>
</dependency>
<!-- 導入日誌支持包 -->
<dependency>
<groupId>log4j</groupId>
<artifactId>log4j</artifactId>
<version>1.2.17</version>
</dependency>
<!-- 日誌系統支持(slf4j-log4j12:鏈接slf4j-api和log4j中間的適配器。它實現了slf4j-apiz中StaticLoggerBinder接口,
從而使得在編譯時綁定的是slf4j-log4j12的getSingleton()方法) -->
<dependency>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-log4j12</artifactId>
<version>1.7.21</version>
</dependency>
<!-- spring4相關jar包導入 -->
<!-- 提供在基礎IOC(控制反轉)功能上的擴展服務,此外還提供許多企業級服務的支持,有郵件服務、
任務調度、JNDI定位,EJB集成、遠程訪問、緩存以及多種視圖層框架的支持。 -->
<dependency>
<groupId>org.springframework</groupId>
<artifactId>spring-context</artifactId>
<version>4.3.2.RELEASE</version>
</dependency>
<!-- spring核心工具包,其它包依賴此包 -->
<dependency>
<groupId>org.springframework</groupId>
<artifactId>spring-core</artifactId>
<version>4.3.2.RELEASE</version>
</dependency>
<!-- spring對jdbc的簡單封閉包 -->
<dependency>
<groupId>org.springframework</groupId>
<artifactId>spring-jdbc</artifactId>
<version>4.3.2.RELEASE</version>
</dependency>
<!-- spring用於支持web開發時所需的Spring框架的核心類,包括自動載入WebApplicationContext特性的類、
Struts與JSF集成類、文件上傳的支持類、Filter類和大量工具輔助類。 -->
<dependency>
<groupId>org.springframework</groupId>
<artifactId>spring-web</artifactId>
<version>4.3.2.RELEASE</version>
</dependency>
<!-- 用於對spring AOP(面向切面)的支持jar包 -->
<dependency>
<groupId>org.springframework</groupId>
<artifactId>spring-aop</artifactId>
<version>4.3.2.RELEASE</version>
</dependency>
<!-- 擴展包:spring context 的擴展支持,用於MVC方面-->
<dependency>
<groupId>org.springframework</groupId>
<artifactId>spring-context-support</artifactId>
<version>4.3.2.RELEASE</version>
</dependency>
<!-- spring bean管理包(包括配置文件的訪問和創建bean管理bean)是Spring IOC的基礎實現-->
<dependency>
<groupId>org.springframework</groupId>
<artifactId>spring-beans</artifactId>
<version>4.3.2.RELEASE</version>
</dependency>
<!-- spring提供對事物的支持,事務的相關處理以及實現類就在這個jar包中 -->
<dependency>
<groupId>org.springframework</groupId>
<artifactId>spring-tx</artifactId>
<version>4.3.2.RELEASE</version>
</dependency>
<!-- 提供對AspectJ的支持,以便可以方便的將面向方面的功能集成進IDE中,比如Eclipse AJDT。
外部依賴。 -->
<dependency>
<groupId>org.springframework</groupId>
<artifactId>spring-aspects</artifactId>
<version>4.3.2.RELEASE</version>
</dependency>
<!-- springMvc4對json的支持 -->
<dependency>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-annotations</artifactId>
<version>2.5.0</version>
</dependency>
<dependency>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-core</artifactId>
<version>2.5.0</version>
</dependency>
<dependency>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-databind</artifactId>
<version>2.5.0</version>
</dependency>
<!-- 這個jar 文件包含Spring MVC 框架相關的所有類。
包括框架的Servlets,Web MVC框架,控制器和視圖支持。當然,如果你的應用使用了獨立的MVC 框架,則無需這個JAR 文件裏的任何類。
外部依賴spring-web, (spring-support,Tiles,iText,POI)。 -->
<dependency>
<groupId>org.springframework</groupId>
<artifactId>spring-webmvc</artifactId>
<version>4.3.2.RELEASE</version>
</dependency>
<!--Spring數據庫訪問中另外一大模塊就是ORM,ORM即對象/關係映射。
Spring支持大多數ORM框架,比如Hibernate,JPA,JDO,TopLink和iBatis
(Spring2支持iBatis2,現MyBatis3的Spring支持由MyBatis社區開發,並非Spring)。 -->
<dependency>
<groupId>org.springframework</groupId>
<artifactId>spring-orm</artifactId>
<version>4.0.2.RELEASE</version>
</dependency>
<dependency>
<groupId>org.springframework.security</groupId>
<artifactId>spring-security-config</artifactId>
<version>4.0.2.RELEASE</version>
</dependency>
<dependency>
<groupId>org.springframework.security</groupId>
<artifactId>spring-security-web</artifactId>
<version>4.0.2.RELEASE</version>
</dependency>
<dependency>
<groupId>org.springframework.security</groupId>
<artifactId>spring-security-core</artifactId>
<version>4.0.2.RELEASE</version>
</dependency>
<dependency>
<groupId>org.springframework</groupId>
<artifactId>spring-test</artifactId>
<version>4.1.6.RELEASE</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>com.sun.mail</groupId>
<artifactId>javax.mail</artifactId>
<version>1.5.2</version>
</dependency>
<dependency>
<groupId>org.aspectj</groupId>
<artifactId>aspectjweaver</artifactId>
<version>1.8.7</version>
</dependency>
<dependency>
<groupId>org.apache.tomcat</groupId>
<artifactId>tomcat-servlet-api</artifactId>
<version>8.0.26</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>org.apache.cxf</groupId>
<artifactId>cxf-rt-frontend-jaxrs</artifactId>
<version>3.1.2</version>
</dependency>
<dependency>
<groupId>org.codehaus.jackson</groupId>
<artifactId>jackson-jaxrs</artifactId>
<version>1.9.2</version>
</dependency>
<dependency>
<groupId>commons-net</groupId>
<artifactId>commons-net</artifactId>
<version>1.4.1</version>
</dependency>
<dependency>
<groupId>org.apache.commons</groupId>
<artifactId>commons-lang3</artifactId>
<version>3.0</version>
</dependency>
<!-- 導入servlet支持包 -->
<dependency>
<groupId>javax.servlet</groupId>
<artifactId>javax.servlet-api</artifactId>
<version>3.0.1</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>javax.servlet.jsp</groupId>
<artifactId>jsp-api</artifactId>
<version>2.1</version>
<scope>provided</scope>
</dependency>
<!-- 導入jstl支持包 -->
<dependency>
<groupId>javax.servlet</groupId>
<artifactId>jstl</artifactId>
<version>1.2</version>
</dependency>
<!-- kafka客戶端支持包 -->
<dependency>
<groupId>org.apache.kafka</groupId>
<artifactId>kafka-clients</artifactId>
<version>0.11.0.1</version>
</dependency>
<!-- spring支持kafka -->
<dependency>
<groupId>org.springframework.kafka</groupId>
<artifactId>spring-kafka</artifactId>
<version>2.0.4.RELEASE</version>
</dependency>
</dependencies>
3. config.properties配置文件
#============================= kafka ============================#
#主題
#頁面瀏覽 topic
kafka.topic_page=pageTopic
#點擊 topic
kafka.topic_click=clickTopic
#kafka 集羣地址
kafka.servers=192.168.28.129:9092,192.168.28.130:9092,192.168.28.131:9092
#指定組名
kafka.group_id_report=report-data
kafka.report_data_container="reportDataContainer1"
4.application-kafka.xml
<?xml version="1.0" encoding="UTF-8"?>
<beans xmlns="http://www.springframework.org/schema/beans"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xmlns:p="http://www.springframework.org/schema/p"
xmlns:aop="http://www.springframework.org/schema/aop"
xmlns:context="http://www.springframework.org/schema/context"
xmlns:jee="http://www.springframework.org/schema/jee"
xmlns:tx="http://www.springframework.org/schema/tx"
xmlns:task="http://www.springframework.org/schema/task"
xmlns:mvc="http://www.springframework.org/schema/mvc"
xmlns:rabbit="http://www.springframework.org/schema/rabbit"
xsi:schemaLocation="
http://www.springframework.org/schema/aop http://www.springframework.org/schema/aop/spring-aop-4.0.xsd
http://www.springframework.org/schema/beans http://www.springframework.org/schema/beans/spring-beans-4.0.xsd
http://www.springframework.org/schema/context http://www.springframework.org/schema/context/spring-context-4.0.xsd
http://www.springframework.org/schema/jee http://www.springframework.org/schema/jee/spring-jee-4.0.xsd
http://www.springframework.org/schema/tx http://www.springframework.org/schema/tx/spring-tx-4.0.xsd
http://www.springframework.org/schema/task http://www.springframework.org/schema/task/spring-task-4.1.xsd
http://www.springframework.org/schema/mvc http://www.springframework.org/schema/mvc/spring-mvc.xsd
http://www.springframework.org/schema/rabbit http://www.springframework.org/schema/rabbit/spring-rabbit-2.1.xsd
">
<!-- 加載配置文件 -->
<context:property-placeholder ignore-unresolvable="false" location="classpath:properties/config.properties"/>
<!-- 生產者 -->
<bean id="producerFactory" class="org.springframework.kafka.core.DefaultKafkaProducerFactory">
<constructor-arg>
<map>
<entry key="bootstrap.servers" value="${kafka.servers}"></entry>
<entry key="key.serializer" value="org.apache.kafka.common.serialization.StringSerializer"></entry>
<entry key="value.serializer" value="org.apache.kafka.common.serialization.StringSerializer"></entry>
<entry key="key.deserializer" value="org.apache.kafka.common.serialization.StringDeserializer"></entry>
<entry key="value.deserializer" value="org.apache.kafka.common.serialization.StringDeserializer"></entry>
</map>
</constructor-arg>
</bean>
<!-- 用於發送消息的模板 kafkaTemplate-->
<bean id="kafkaTemplate" class="org.springframework.kafka.core.KafkaTemplate">
<constructor-arg ref="producerFactory"></constructor-arg>
<constructor-arg name="autoFlush" value="true"></constructor-arg>
</bean>
<!-- 創建消費者 -->
<bean id="consumerFactory" class="org.springframework.kafka.core.DefaultKafkaConsumerFactory">
<constructor-arg>
<map>
<entry key="bootstrap.servers" value="${kafka.servers}"></entry>
<entry key="group.id" value="${kafka.report_data_container}"></entry>
<entry key="key.deserializer" value="org.apache.kafka.common.serialization.StringDeserializer"></entry>
<entry key="value.deserializer" value="org.apache.kafka.common.serialization.StringDeserializer"></entry>
</map>
</constructor-arg>
</bean>
<!-- 消息消費者監聽器 用於在接收到消息時執行相關的業務代碼 (自行定義的類 用戶於處理相應的業務操作)-->
<bean id="consumerListener" class="com.java.kafka.listener.KafkaConsumerListener"/>
<bean id="reportDataListener" class="com.java.kafka.listener.ReportDataListener"></bean>
<!-- 用於將監聽器和個某個主題綁定在一起 -->
<bean id="containerProperties_example" class="org.springframework.kafka.listener.config.ContainerProperties">
<!-- <constructor-arg value="test-topic"></constructor-arg>
<property name="messageListener" ref="consumerListener"></property> -->
<property name="messageListener" ref="reportDataListener"/>
<constructor-arg>
<list>
<value>${kafka.topic_page}</value>
<!-- <value>${kafka.topic_click}</value> -->
</list>
</constructor-arg>
</bean>
<!-- 用於將消息監聽器與消息消費者工廠綁定在一起 -->
<bean id="messageListtenerContainer_example" class="org.springframework.kafka.listener.KafkaMessageListenerContainer">
<constructor-arg ref="containerProperties_example"></constructor-arg>
<constructor-arg ref="consumerFactory"></constructor-arg>
</bean>
<!-- springMvc4 用於將對象轉換爲 JSON -->
<bean id="stringConverter"
class="org.springframework.http.converter.StringHttpMessageConverter">
<property name="supportedMediaTypes">
<list>
<value>text/plain;charset=UTF-8</value>
</list>
</property>
</bean>
<bean id="jsonConverter"
class="org.springframework.http.converter.json.MappingJackson2HttpMessageConverter"></bean>
<bean
class="org.springframework.web.servlet.mvc.annotation.AnnotationMethodHandlerAdapter">
<property name="messageConverters">
<list>
<ref bean="stringConverter" />
<ref bean="jsonConverter" />
</list>
</property>
</bean>
</beans>
5.spring-mvc.xml
<?xml version="1.0" encoding="UTF-8"?>
<beans xmlns="http://www.springframework.org/schema/beans"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xmlns:p="http://www.springframework.org/schema/p"
xmlns:aop="http://www.springframework.org/schema/aop"
xmlns:context="http://www.springframework.org/schema/context"
xmlns:jee="http://www.springframework.org/schema/jee"
xmlns:tx="http://www.springframework.org/schema/tx"
xsi:schemaLocation="
http://www.springframework.org/schema/aop http://www.springframework.org/schema/aop/spring-aop-4.0.xsd
http://www.springframework.org/schema/beans http://www.springframework.org/schema/beans/spring-beans-4.0.xsd
http://www.springframework.org/schema/context http://www.springframework.org/schema/context/spring-context-4.0.xsd
http://www.springframework.org/schema/jee http://www.springframework.org/schema/jee/spring-jee-4.0.xsd
http://www.springframework.org/schema/tx http://www.springframework.org/schema/tx/spring-tx-4.0.xsd">
<!-- 開啓註解掃描功能 springMvc-->
<context:component-scan base-package="com.java.kafka.controller" />
<!-- 視圖解析器 (對應DispatcherServlet跳轉(邏輯視圖名))-->
<bean id="viewResolver"
class="org.springframework.web.servlet.view.InternalResourceViewResolver">
<property name="prefix" value="/WEB-INF" />
<property name="suffix" value=".jsp"></property>
</bean>
</beans>
6 消息發送者
package com.java.kafka.util;
import org.springframework.context.ApplicationContext;
import org.springframework.context.support.ClassPathXmlApplicationContext;
import org.springframework.kafka.core.KafkaTemplate;
/**
*
* @ClassName: SpringProducer
* @Description: TODO(消息發送者)
* @author lenovo
* @date 2019年1月12日
*
*/
public class SpringProducer {
public static void main(String[] args) {
// TODO Auto-generated method stub
ApplicationContext context = new ClassPathXmlApplicationContext("application-kafka.xml");
KafkaTemplate<String, String> kafkaTemplate = (KafkaTemplate<String, String>)context.getBean("kafkaTemplate");
kafkaTemplate.send("test-topic","消息中間件實踐");
kafkaTemplate.send("test-topic","docker技術");
kafkaTemplate.send("test-topic","springcloud實踐");
}
}
7.消費者監聽類
package com.java.kafka.util;
import org.apache.kafka.clients.consumer.Consumer;
import org.apache.kafka.clients.consumer.ConsumerRecord;
import org.springframework.kafka.listener.MessageListener;
import org.springframework.kafka.support.Acknowledgment;
/**
*
* @ClassName: KafkaConsumerListener
* @Description: TODO(消息消費者)
* @author lenovo
* @date 2019年1月12日
*
*/
public class KafkaConsumerListener implements MessageListener<String, String> {
public void onMessage(ConsumerRecord<String, String> record) {
// TODO Auto-generated method stub
System.out.println("監聽開始.......");
System.out.println("partition = " + record.partition()
+ " ,offset = " + record.offset()
+ " ,key = " + record.key() + " ,value = " + record.value());
}
public void onMessage(ConsumerRecord<String, String> data,
Acknowledgment acknowledgment) {
// TODO Auto-generated method stub
}
public void onMessage(ConsumerRecord<String, String> data,
Consumer<?, ?> consumer) {
// TODO Auto-generated method stub
}
public void onMessage(ConsumerRecord<String, String> data,
Acknowledgment acknowledgment, Consumer<?, ?> consumer) {
// TODO Auto-generated method stub
}
}
package com.java.kafka.util;
public class ContentTool {
public static final String TOPIC_CLICK = "clickTopic";
public static final String TOPIC_PAGE = "pagePage";
public static final String COMMODITY_Topic = "commodityTopic";
public static final String COMMOD_KEY_01 = "commod_key_01";
public static final String STOCK = "10";
}
8.web.xml
<?xml version="1.0" encoding="UTF-8"?>
<web-app xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xmlns="http://java.sun.com/xml/ns/javaee"
xsi:schemaLocation="http://java.sun.com/xml/ns/javaee http://java.sun.com/xml/ns/javaee/web-app_3_0.xsd" id="WebApp_ID" version="3.0">
<display-name>KafkaS</display-name>
<welcome-file-list>
<welcome-file>index.jsp</welcome-file>
</welcome-file-list>
<servlet-mapping>
<servlet-name>default</servlet-name>
<url-pattern>*.js</url-pattern>
</servlet-mapping>
<servlet-mapping>
<servlet-name>default</servlet-name>
<url-pattern>*.css</url-pattern>
</servlet-mapping>
<!-- Spring監聽器 -->
<listener>
<listener-class>org.springframework.web.context.ContextLoaderListener</listener-class>
</listener>
<!-- 防止spring內存溢出監聽器 -->
<listener>
<listener-class>org.springframework.web.util.IntrospectorCleanupListener</listener-class>
</listener>
<!-- 監聽servletContext,啓動contextConfigLocation中的spring配置信息 -->
<listener>
<listener-class>org.springframework.web.context.ContextLoaderListener</listener-class>
</listener>
<!-- spring 配置 加載配置文件 -->
<context-param>
<param-name>contextConfigLocation</param-name>
<param-value>classpath:application-kafka.xml</param-value>
</context-param>
<!-- 編碼過濾器 -->
<filter>
<filter-name>encodingFilter</filter-name>
<filter-class>org.springframework.web.filter.CharacterEncodingFilter</filter-class>
<async-supported>true</async-supported>
<init-param>
<param-name>encoding</param-name>
<param-value>UTF-8</param-value>
</init-param>
</filter>
<filter-mapping>
<filter-name>encodingFilter</filter-name>
<url-pattern>/*</url-pattern>
</filter-mapping>
<!-- 添加對springmvc的支持 -->
<servlet>
<servlet-name>springMVC</servlet-name>
<servlet-class>org.springframework.web.servlet.DispatcherServlet</servlet-class>
<init-param>
<param-name>contextConfigLocation</param-name>
<param-value>classpath:spring-mvc.xml</param-value>
</init-param>
<load-on-startup>1</load-on-startup>
<async-supported>true</async-supported>
</servlet>
<servlet-mapping>
<servlet-name>springMVC</servlet-name>
<url-pattern>*.do</url-pattern>
</servlet-mapping>
<!-- 啓用Web監控統計功能需要在Web應用的web.xml中加入這個Servlet聲明 -->
<servlet>
<servlet-name>DruidStatView</servlet-name>
<servlet-class>com.alibaba.druid.support.http.StatViewServlet</servlet-class>
</servlet>
<servlet-mapping>
<servlet-name>DruidStatView</servlet-name>
<url-pattern>/druid/*</url-pattern>
</servlet-mapping>
</web-app>
8.啓動項目,運行消息者類 SpringProducer類 相應 消息者監聽類KafkaConsumerListener 消費結果:
9.用戶行爲數據採集
請求接口地址類(ReportPcController):
url : http://localhost:8080/KafkaS/report/pc/pageView.do
/**
*
* @Title: pageView
* @Description: TODO(後臺請求數據)
* @param @param tempData
* @param @return 參數
* @return Map<String,Object> 返回類型
* @throws
*/
@RequestMapping(value = "pageView.do",method = RequestMethod.POST)
@ResponseBody
public Map<String,Object> pageView(@RequestBody ReportData reportData){
System.out.println("開始上報數據********************");
System.out.println("上報的數據內容【"+reportData.toString()+"】");
kafkaTemplate.send(ContentTool.TOPIC_PAGE,reportData.toString());
Map<String,Object> result = new HashMap<String, Object>();
result.put("success", true);
result.put("data", "頁面數據上報成功");
return result;
}
10.測試
啓動消費者
服務器:192.168.28.131
./kafka-console-consumer.sh --bootstrap-server master:9092 --from-beginning --topic pagePage
消息發送地址請求
消息結果
11.log4j 依賴
<!-- kafka 集成 log4j 日誌包 -->
<dependency>
<groupId>org.apache.kafka</groupId>
<artifactId>kafka-log4j-appender</artifactId>
<version>1.1.0</version>
</dependency>
12.日誌信息採集 log4j.properties
#log4j.rootLogger=DEBUG,INFO, Console
log4j.rootLogger=INFO,Console,KAFKA
#Console 配置日誌輸出目的地 控制檯輸出
log4j.appender.Console=org.apache.log4j.ConsoleAppender
log4j.appender.Console.target=System.out
log4j.appender.Console.encoding=UTF-8
#配置日誌信息的格式
log4j.appender.Console.layout=org.apache.log4j.PatternLayout
log4j.appender.Console.layout.ConversionPattern=%d [%t] %-5p [%c] - %m%n
#配置日誌信息輸出目的地 爲 kafka (將kafka作爲日誌輸出目的地)
log4j.appender.KAFKA=org.apache.kafka.log4jappender.KafkaLog4jAppender
#將日誌數據發送到Kafka時的具體主題名
log4j.appender.KAFKA.topic=log4j-topic
#配置kafka服務器的地址,如果是羣集則用逗號分隔
log4j.appender.KAFKA.brokerList=192.168.28.129:9092,192.168.28.130:9092,192.168.28.131:9092
#日誌信息是否壓縮
log4j.appender.KAFKA.compressionType=none
#表示是否同步發送
log4j.appender.KAFKA.syncSend=true
#將日誌輸出到Kafka時格式化
log4j.appender.KAFKA.layout=org.apache.log4j.PatternLayout
log4j.appender.kafka.layout.ConversionPattern=%d{yyyy-MM-dd HH:mm:ss} %-5p %c{1}:%L - %m%n
#log4j.logger.java.sql.ResultSet=INFO
#log4j.logger.org.apache=INFO
#log4j.logger.java.sql.Connection=DEBUG
#log4j.logger.java.sql.Statement=DEBUG
#log4j.logger.java.sql.PreparedStatement=DEBUG
#log4j.logger.advertisement =TRACE
13. java 測試類
package com.java.kafka.test;
import org.apache.log4j.Logger;
public class KafkaLog4jTest1 {
private static Logger logger = Logger.getLogger(KafkaLog4jTest1.class);
public static void main(String[] args) throws InterruptedException {
for (int i = 0; i < 5; i++) {
logger.info("這是從 KafkaLog4jTest1 產生的消息 【"+i+"】...");
Thread.sleep(1000);
}
}
}
########################################################################################
package com.java.kafka.test;
import org.apache.log4j.Logger;
public class KafkaLog4jTest2 {
private static Logger logger = Logger.getLogger(KafkaLog4jTest2.class);
public static void main(String[] args) throws InterruptedException {
// TODO Auto-generated method stub
for (int i = 0; i < 5; i++) {
logger.info("這是從 KafkaLog4jTest2 產生的消息 【"+i+"】...");
Thread.sleep(1000);
}
}
}
14.測試
啓動消費者
服務器:192.168.28.131
./kafka-console-consumer.sh --bootstrap-server master:9092 --from-beginning --topic log4j-topic
分別運行 KafkaLog4jTest1 ,KafkaLog4jTest2 兩個測試類
消息消費如下: