嚴華 发表于 2024-8-19 10:47:36

云计算课程设计(Prometheus+grafana+Flume+ganglia+mysql+jdk)



一、准备情况

   prometheus下载所在: https://github.com/prometheus/prometheus/releases/download/v2.52.0-rc.1/prometheus-2.52.0-rc.1. windows-amd64.zip
grafana 下 载 地 址 :
https://dl.grafana.com/enterprise/release/grafana-enterprise-10.4.2.windows-amd64.zip windows_exporter下载所在:
https://github.com/prometheus-community/windows_exporter/releases/download/v0.25.1/wi ndows_exporter-0.25.1-amd64.msi
flume下载所在:
https://archive.apache.org/dist/flume/1.7.0/apache-flume-1.7.0-bin.tar.gz
jdk(linux)下载所在:
https://cola-yunos-1305721388.cos.ap-guangzhou.myqcloud.com/20210813/jdk-8u401-linux-x64. tar.gz
mysql下载所在
https://downloads.mysql.com/archives/get/p/23/file/mysql-community-server-5.7.26-1.el7.x86_64.rpm
https://downloads.mysql.com/archives/get/p/23/file/mysql-community-client-5.7.26-1.el7.x86_64.rpm
https://downloads.mysql.com/archives/get/p/23/file/mysql-community-common-5.7.26-1.el7.x86_64.rpm
https://downloads.mysql.com/archives/get/p/23/file/mysql-community-libs-5.7.26-1.el7.x86_64.rpm
驱动包下载所在:  
https://downloads.mysql.com/archives/get/p/3/file/mysql-connector-java-5.1.16.tar.gz idea
idea下载所在: 
https://www.jetbrains.com/zh-cn/idea/download/download-thanks.html?platform=windows 
maven下载所在: 
https://dlcdn.apache.org/maven/maven-3/3.8.8/binaries/apache-maven-3.8.8-bin.zip
二、监督面板搭建

1、解压Prometheus,运行prometheus.exe

https://i-blog.csdnimg.cn/direct/456c838c2301422f87ee1a703f6a6169.png
2、打开网址

https://i-blog.csdnimg.cn/direct/d6c8eed6e1ba479d99e5b41490680254.png
3、配置windows服务器监督:

        双击运行windows_exporter-0.25.1-amd64.msi,在欣赏器进入以下所在:
http://10.225.193.16:9182/metrics,出现以下页面即为运行成功:
https://i-blog.csdnimg.cn/direct/b824d083bab24de39f4bf29a24f5226c.png
4、编辑prometheus.yml(此文件在解压的Prometheus内里)

在文件末段添加以下内容:
- job_name: "windows"
    file_sd_configs:
    - refresh_interval: 15s
      files:
      - ".\\windows.yml" https://i-blog.csdnimg.cn/direct/0edf5f6e58364b7f9552e0f4643cd168.png
5、在同级目录下新建windows.yml

- targets: ["127.0.0.1:9182"]
labels:
    instance: 127.0.0.1
serverName: 'windows server' https://i-blog.csdnimg.cn/direct/3c75d093957444a29a1269c82d97d5ea.png 
https://i-blog.csdnimg.cn/direct/d79984b2afa54984bb5c9e74ea91a203.png
6、重启prometheus(就是把黑框框关掉,然后再双击prometheus.exe)

在欣赏器打开:http://127.0.0.1:9090/targets?search=
https://i-blog.csdnimg.cn/direct/c0a0e06cdcb24133aa82ca89e4bc4ad4.png
7、解压grafana,在bin目录打开grafana-server.exe 

https://i-blog.csdnimg.cn/direct/019ff74cf8c84d9d805c78d119dd09be.png
8、打开网址

http://127.0.0.1:3000
默认的账号暗码都是admin 
https://i-blog.csdnimg.cn/direct/d961138a8cbc4c9aac7d583ae2c92162.png
9、添加datasource

 https://i-blog.csdnimg.cn/direct/f3e0a3ff1b0b4f18ad6fd687b36dcd71.png

https://i-blog.csdnimg.cn/direct/d0b356ac41614e1d96c8e27b20361542.png
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https://i-blog.csdnimg.cn/direct/dda9944fd9dc456184f152fe88580fd8.png
出现下边页面即为搭建成功
https://i-blog.csdnimg.cn/direct/7cc5a12014e44ad4ba4c83e9579f4b6a.png
三、Flume日记聚集搭建

1、创建目录

在‘/opt’目录下创建 software和module两个目录,命令如下:
mkdir module software https://i-blog.csdnimg.cn/direct/3947919b0ba842af8f1645f6fc59f5ba.png
2、利用xftp工具上传文件

https://i-blog.csdnimg.cn/direct/cdbf1634e1d644f481a00831e3e0d6ba.png
3、将JDK和Flume文件解压到‘/opt/module’

tar -zxf jdk-8u371-linux-x64.tar.gz -C /opt/module/
tar -zxf apache-flume-1.6.0-bin.tar.gz -C /opt/module/ 4、修改安装目录名称

mv jdk1.8.0_371/ jdk
mv apache-flume-1.6.0-bin/ flume https://i-blog.csdnimg.cn/direct/f8e230c7375e4a558ac23733384dc150.png
5、配置情况

A)JDK情况配置

# vi /etc/profile
配置内容如下:
export JAVA_HOME=/opt/module/jdk
export PATH=$PATH:$JAVA_HOME/bin # 将 JAVA 安装目录加入 PATH 路径 https://i-blog.csdnimg.cn/direct/7e70611af4054a7985e3752726b8220d.png
B)Flume情况配置:

配置Flume文件
# mv flume-env.sh.template flume-env.sh https://i-blog.csdnimg.cn/direct/0051e61d457c4643872a50bc93eab2e6.png
# 编辑配置文件
# vi flume-env.sh https://i-blog.csdnimg.cn/direct/52932b336c8b42cbaa130245da04484c.png
6、刷新情况变量

# source /etc/profile https://i-blog.csdnimg.cn/direct/afe123c936934da28fa55a6a7edb32f4.png
四、ganglia监控搭建

1、安装相关依靠包

# yum -y install httpd php

# yum -y install rrdtool perl-rrdtool rrdtool-devel

# yum -y install apr-devel

# yum install -y epel-release

# yum -y install ganglia-gmetad

# yum -y install ganglia-web

# yum install -y ganglia-gmond 2、安装telent

# yum install telnet -y https://i-blog.csdnimg.cn/direct/5bb4c03f7aae470b9802c928a531a46e.png
3、修改配置文件

# vi /etc/httpd/conf.d/ganglia.conf https://i-blog.csdnimg.cn/direct/10e8f02ff6c54722ae33d973081b87a6.png
# vi /etc/ganglia/gmetad.conf https://i-blog.csdnimg.cn/direct/0cdbb2428462497bbcce207771557910.png
修改host文件
# vi /etc/hosts https://i-blog.csdnimg.cn/direct/ea536960d1db4fa099016f5d0fb849c0.png
# vi /etc/ganglia/gmond.conf https://i-blog.csdnimg.cn/direct/355255bcd4194450b5442ee50eb1072d.png
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https://i-blog.csdnimg.cn/direct/ea6f8590825c4b38a2de5bd7b1b3d60e.png
五、禁用selinux

# vi /etc/selinux/config https://i-blog.csdnimg.cn/direct/65d1ff965a8b4fec999d3fd570888ce6.png
1、设置服务自启动

# systemctl enable httpd && systemctl enable gmetad && systemctl enable gmond https://i-blog.csdnimg.cn/direct/4a2e047952034970885fa48d6aa5cff3.png
2、关闭防火墙

# systemctl stop firewalld && systemctl disable firewalld 3、授权

# chmod -R 777 /var/lib/ganglia https://i-blog.csdnimg.cn/direct/040b217a6b2540e4bd0b40f7a3217098.png
4、重启捏造机

# reboot 5、访问ganglia

http://192.168.229.160/ganglia/
https://i-blog.csdnimg.cn/direct/f061086b52ff4a208a6ea820d0ec5e54.png
6、修改flume配置文件

# vi /opt/module/flume/conf/flume-env.sh
添加以下内容:
JAVA_OPTS="-Dflume.monitoring.type=ganglia
-Dflume.monitoring.hosts=192.168.229.160:8649#(修改IP)
-Xms100m
-Xmx200m" https://i-blog.csdnimg.cn/direct/305c53d6a84845bab86fb0da23d9ba68.png
7、创建job文件

在‘/opt/module/flume’目录下创建文件夹‘job’
https://i-blog.csdnimg.cn/direct/10e36d9b41c54f6b89617b6ac7002368.png
进入该目录下创建一个名字为‘flume-telnet-logger.conf’文件,并编辑该文件,编辑内容如下:
# vi flume-telnet-logger.conf
# Name the components on this agent
a1.sources = r1
a1.sinks = k1
a1.channels = c1

# Describe/configure the source
a1.sources.r1.type = netcat
a1.sources.r1.bind = 0.0.0.0
a1.sources.r1.port = 44444

# Describe the sink
a1.sinks.k1.type = logger

# Use a channel which buffers events in memory
a1.channels.c1.type = memory
a1.channels.c1.capacity = 1000
a1.channels.c1.transactionCapacity = 100

# Bind the source and sink to the channel
a1.sources.r1.channels = c1
a1.sinks.k1.channel = c1 8、启动Flume服务

# /opt/module/flume/bin/flume-ng agent --conf conf/ --name a1 --conf-file job/flume-telnet-logger.conf -Dflume.root.logger=INFO,console -Dflume.monitoring.type=ganglia -Dflume.monitoring.hosts=192.168.229.160:8649 https://i-blog.csdnimg.cn/direct/d9fa0a5e53874fa1b073c08abccc8575.png
9、重新开启一个xshell端口,发送数据

# telnet localhost 44444  https://i-blog.csdnimg.cn/direct/671d3f9a25b64c159ad3d73b4b5b89c3.png
10、查察网页端监控情况

http://192.168.229.160/ganglia/?r=hour&cs=&ce=&c=master&h=master&tab=m&vn=&tz=&hide-hf=false&m=load_one&sh=1&z=small&hc=4&host_regex=&max_graphs=0&s=by+name
 https://i-blog.csdnimg.cn/direct/7ab53997dfec48fe91236b880f1acbb7.png
六、flume日记聚集(MySQL)

1、利用xftp工具上传文件

https://i-blog.csdnimg.cn/direct/97a1199f6bda4f75a92ade3849e38dc6.png
2、删除mariadb依靠

https://i-blog.csdnimg.cn/direct/7c4ef7d857784e35affe58726a3d4347.png
系统中已经安装了 mariadb-libs-5.5.52-2.el7.x86_64 软件包,需要将其卸载
# rpm -e mariadb-libs-5.5.65-1.el7.x86_64 --nodeps https://i-blog.csdnimg.cn/direct/4fc2746173ff487cb97d9eb2818778d2.png
已删除。
3、安装mysql服务

# rpm -ivh mysql-community-common-5.7.18-1.el7.x86_64.rpm --nodeps

# rpm -ivh mysql-community-libs-5.7.18-1.el7.x86_64.rpm --nodeps

# rpm -ivh mysql-community-client-5.7.18-1.el7.x86_64.rpm --nodeps

# rpm -ivh mysql-community-server-5.7.18-1.el7.x86_64.rpm --nodeps https://i-blog.csdnimg.cn/direct/6dd2483ffb924321a4d3612b13c045a1.png
4、启动MySQL服务

# systemctl start mysqld https://i-blog.csdnimg.cn/direct/75607350ffa342c5ae63a83f098099c7.png
已启动。
5、查找MySQL初始暗码

# grep "password" /var/log/mysqld.log https://i-blog.csdnimg.cn/direct/c09e2fee82f149219f1a7ace5001f944.png
6、登录MySQL

# mysql -uroot -p

# 输入初始密码:>q.r#A9(f&4< https://i-blog.csdnimg.cn/direct/6ca781edea304aa79b4a7bfa1ad040a7.png
7、设置暗码复杂度

set global validate_password_policy=LOW; https://i-blog.csdnimg.cn/direct/28049c0a173d4b73aa1a3348b3be8617.png
set global validate_password_length=4; https://i-blog.csdnimg.cn/direct/8432e78e4fd84f9e84bd2381cf82548a.png
8、修改暗码, 这里设置为root

alter user 'root'@'localhost' identified by 'root'; https://i-blog.csdnimg.cn/direct/5d9e8e6210814e2eb17f03676a8f49f5.png
9、开启远程访问

GRANT ALL PRIVILEGES ON *.* TO 'root'@'%' IDENTIFIED BY 'root' WITH GRANT OPTION; https://i-blog.csdnimg.cn/direct/518768571b6843e69b6322a892670e27.png
10、利用navicat工具远程连接MySQL

确保MySQL服务正在运行,利用navicat举行远程访问:
https://i-blog.csdnimg.cn/direct/0e10a0176dac4d9f812e3d96bc54c488.png
https://i-blog.csdnimg.cn/direct/614e45fc25bd4aa98bda24b9156b673a.png连接成功
七、创建msyql source jar包

1、安装maven,在windows本机解压后打开conf目录下的setting.conf,添加阿里云镜像源

https://i-blog.csdnimg.cn/direct/345ced2785e84e3c875e07a5f93fe5cb.png
2、打开idea,新建一个maven项目

https://i-blog.csdnimg.cn/direct/5b3487715f2a4a4f8ff99e92268ba8e2.png
项目具体信息,如果本机没有jdk需要安装jdk
https://i-blog.csdnimg.cn/direct/2ea5a9a458ad4bc182f16acd6044c794.png
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3、导入依靠

<?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>org.example</groupId>
    <artifactId>mysql_sourcde</artifactId>
    <version>1.0-SNAPSHOT</version>

    <properties>
      <maven.compiler.source>8</maven.compiler.source>
      <maven.compiler.target>8</maven.compiler.target>
      <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
    </properties>
    <dependencies>
      <dependency>
            <groupId>org.apache.flume</groupId>
            <artifactId>flume-ng-core</artifactId>
            <version>1.6.0</version>
      </dependency>
      <dependency>
            <groupId>mysql</groupId>
            <artifactId>mysql-connector-java</artifactId>
            <version>5.1.16</version>
      </dependency>
      <dependency>
            <groupId>log4j</groupId>
            <artifactId>log4j</artifactId>
            <version>1.2.17</version>
      </dependency>
      <dependency>
            <groupId>org.slf4j</groupId>
            <artifactId>slf4j-api</artifactId>
            <version>1.7.12</version>
      </dependency>
      <dependency>
            <groupId>org.slf4j</groupId>
            <artifactId>slf4j-log4j12</artifactId>
            <version>1.7.12</version>
      </dependency>
    </dependencies>


</project> 刷新项目
https://i-blog.csdnimg.cn/direct/3fbe5693e4e144c6b77288c584180f89.png
4、创建目录

https://i-blog.csdnimg.cn/direct/ae56746ffe56489b89eb954966f1a8de.png
https://i-blog.csdnimg.cn/direct/19d33348f11543dcb3d41ab5e8179126.png
5、创建资源文件夹

https://i-blog.csdnimg.cn/direct/bbcfd53a818f40529626c0ffb6504278.png
https://i-blog.csdnimg.cn/direct/5b4f4c2681124250a29b1ec72a0bac51.png
6、创建两个资源文件jdbc.properties和log4j.properties

https://i-blog.csdnimg.cn/direct/0befa91a895a435c81fbeb242c983d9e.png
https://i-blog.csdnimg.cn/direct/e316efb202b24212b911acbcacaee1c6.png
7、添加配置

jdbc.properties配置文件如下:
dbDriver=com.mysql.jdbc.Driver
dbUrl=jdbc:mysql://192.168.229.160:3306/mysqlsource? useUnicode=true&characterEncoding=utf-8
dbUser=root
dbPassword=root log4j.properties配置文件如下:
#--------console-----------
log4j.rootLogger=info,myconsole,myfile log4j.appender.myconsole=org.apache.log4j.ConsoleAppender log4j.appender.myconsole.layout=org.apache.log4j.SimpleLayout #log4j.appender.myconsole.layout.ConversionPattern =%d [%t] %-5p [%c] - %m%n

#log4j.rootLogger=error,myfile
log4j.appender.myfile=org.apache.log4j.DailyRollingFileAppender log4j.appender.myfile.File=/tmp/flume.log log4j.appender.myfile.layout=org.apache.log4j.PatternLayout log4j.appender.myfile.layout.ConversionPattern =%d [%t] %-5p [%c] - %m%n 8、右键java目录,创建包

https://i-blog.csdnimg.cn/direct/7a6604defe2d4521b07b02645ab5a70c.png
9、在包内新建两个类

https://i-blog.csdnimg.cn/direct/01e7243ec10441079daa13c7079102a7.png
https://i-blog.csdnimg.cn/direct/42e835e23b85494a8f0fcac224739b52.png
SQLSource代码:
package com.nuit.source;
import org.apache.flume.Context;
import org.apache.flume.Event;
import org.apache.flume.EventDeliveryException;
import org.apache.flume.PollableSource;
import org.apache.flume.conf.Configurable;
import org.apache.flume.event.SimpleEvent;
import org.apache.flume.source.AbstractSource;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import java.text.ParseException;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;

public class SQLSource extends AbstractSource implements Configurable, PollableSource {

    //打印日志
    private static final Logger LOG = LoggerFactory.getLogger(SQLSource.class);

    //定义sqlHelper
    private SQLSourceHelper sqlSourceHelper;


    @Override
    public long getBackOffSleepIncrement() {
      return 0;
    }

    @Override
    public long getMaxBackOffSleepInterval() {
      return 0;
    }

    @Override
    public void configure(Context context) {

      try {
            //初始化
            sqlSourceHelper = new SQLSourceHelper(context);
      } catch (ParseException e) {
            e.printStackTrace();
      }
    }

    @Override
    public Status process() throws EventDeliveryException {

      try {
            //查询数据表
            List<List<Object>> result = sqlSourceHelper.executeQuery();

            //存放event的集合
            List<Event> events = new ArrayList<>();

            //存放event头集合
            HashMap<String, String> header = new HashMap<>();

            //如果有返回数据,则将数据封装为event
            if (!result.isEmpty()) {

                List<String> allRows = sqlSourceHelper.getAllRows(result);

                Event event = null;

                for (String row : allRows) {
                  event = new SimpleEvent();
                  event.setBody(row.getBytes());
                  event.setHeaders(header);
                  events.add(event);
                }

                //将event写入channel
                this.getChannelProcessor().processEventBatch(events);

                //更新数据表中的offset信息
                sqlSourceHelper.updateOffset2DB(result.size());
            }

            //等待时长
            Thread.sleep(sqlSourceHelper.getRunQueryDelay());

            return Status.READY;
      } catch (InterruptedException e) {
            LOG.error("Error procesing row", e);

            return Status.BACKOFF;
      }
    }

    @Override
    public synchronized void stop() {

      LOG.info("Stopping sql source {} ...", getName());

      try {
            //关闭资源
            sqlSourceHelper.close();
      } finally {
            super.stop();
      }
    }
} SQLSourceHelper代码:
package com.nuit.source;
import org.apache.flume.Context;
import org.apache.flume.conf.ConfigurationException;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import java.io.IOException;
import java.sql.*;
import java.text.ParseException;
import java.util.ArrayList;
import java.util.List;
import java.util.Properties;

public class SQLSourceHelper {

    private static final Logger LOG = LoggerFactory.getLogger(SQLSourceHelper.class);

    private int runQueryDelay, //两次查询的时间间隔
            startFrom,            //开始id
            currentIndex,                //当前id
            recordSixe = 0,      //每次查询返回结果的条数
            maxRow;                //每次查询的最大条数

    private String table,       //要操作的表
            columnsToSelect,   //用户传入的查询的列
            customQuery,          //用户传入的查询语句
            query,               //构建的查询语句
            defaultCharsetResultSet;//编码集

    //上下文,用来获取配置文件
    private Context context;

    //为定义的变量赋值(默认值),可在flume任务的配置文件中修改
    private static final int DEFAULT_QUERY_DELAY = 10000;
    private static final int DEFAULT_START_VALUE = 0;
    private static final int DEFAULT_MAX_ROWS = 2000;
    private static final String DEFAULT_COLUMNS_SELECT = "*";
    private static final String DEFAULT_CHARSET_RESULTSET = "UTF-8";

    private static Connection conn = null;
    private static PreparedStatement ps = null;
    private static String connectionURL, connectionUserName, connectionPassword;

    //加载静态资源
    static {

      Properties p = new Properties();

      try {
            p.load(SQLSourceHelper.class.getClassLoader().getResourceAsStream("jdbc.properties"));
            connectionURL = p.getProperty("dbUrl");
            connectionUserName = p.getProperty("dbUser");
            connectionPassword = p.getProperty("dbPassword");
            Class.forName(p.getProperty("dbDriver"));

      } catch (IOException | ClassNotFoundException e) {
            LOG.error(e.toString());
      }
    }

    //获取JDBC连接
    private static Connection InitConnection(String url, String user, String pw) {
      try {

            Connection conn = DriverManager.getConnection(url, user, pw);

            if (conn == null)
                throw new SQLException();

            return conn;

      } catch (SQLException e) {
            e.printStackTrace();
      }

      return null;
    }

    //构造方法
    SQLSourceHelper(Context context) throws ParseException {

      //初始化上下文
      this.context = context;

      //有默认值参数:获取flume任务配置文件中的参数,读不到的采用默认值
      this.columnsToSelect = context.getString("columns.to.select", DEFAULT_COLUMNS_SELECT);

      this.runQueryDelay = context.getInteger("run.query.delay", DEFAULT_QUERY_DELAY);

      this.startFrom = context.getInteger("start.from", DEFAULT_START_VALUE);

      this.defaultCharsetResultSet = context.getString("default.charset.resultset", DEFAULT_CHARSET_RESULTSET);

      //无默认值参数:获取flume任务配置文件中的参数
      this.table = context.getString("table");
      this.customQuery = context.getString("custom.query");

      connectionURL = context.getString("connection.url");

      connectionUserName = context.getString("connection.user");

      connectionPassword = context.getString("connection.password");

      conn = InitConnection(connectionURL, connectionUserName, connectionPassword);

      //校验相应的配置信息,如果没有默认值的参数也没赋值,抛出异常
      checkMandatoryProperties();

      //获取当前的id
      currentIndex = getStatusDBIndex(startFrom);

      //构建查询语句
      query = buildQuery();
    }

    //校验相应的配置信息(表,查询语句以及数据库连接的参数)
    private void checkMandatoryProperties() {

      if (table == null) {
            throw new ConfigurationException("property table not set");
      }

      if (connectionURL == null) {
            throw new ConfigurationException("connection.url property not set");
      }

      if (connectionUserName == null) {
            throw new ConfigurationException("connection.user property not set");
      }

      if (connectionPassword == null) {
            throw new ConfigurationException("connection.password property not set");
      }
    }

    //构建sql语句
    private String buildQuery() {

      String sql = "";

      //获取当前id
      currentIndex = getStatusDBIndex(startFrom);
      LOG.info(currentIndex + "");

      if (customQuery == null) {
            sql = "SELECT " + columnsToSelect + " FROM " + table;
      } else {
            sql = customQuery;
      }

      StringBuilder execSql = new StringBuilder(sql);

      //以id作为offset
      if (!sql.contains("where")) {
            execSql.append(" where ");
            execSql.append("id").append(">").append(currentIndex);

            return execSql.toString();
      } else {
            int length = execSql.toString().length();

            return execSql.toString().substring(0, length - String.valueOf(currentIndex).length()) + currentIndex;
      }
    }

    //执行查询
    List<List<Object>> executeQuery() {

      try {
            //每次执行查询时都要重新生成sql,因为id不同
            customQuery = buildQuery();

            //存放结果的集合
            List<List<Object>> results = new ArrayList<>();

            if (ps == null) {
                //
                ps = conn.prepareStatement(customQuery);
            }

            ResultSet result = ps.executeQuery(customQuery);

            while (result.next()) {

                //存放一条数据的集合(多个列)
                List<Object> row = new ArrayList<>();

                //将返回结果放入集合
                for (int i = 1; i <= result.getMetaData().getColumnCount(); i++) {
                  row.add(result.getObject(i));
                }

                results.add(row);
            }

            LOG.info("execSql:" + customQuery + "\nresultSize:" + results.size());

            return results;
      } catch (SQLException e) {
            LOG.error(e.toString());

            // 重新连接
            conn = InitConnection(connectionURL, connectionUserName, connectionPassword);

      }

      return null;
    }

    //将结果集转化为字符串,每一条数据是一个list集合,将每一个小的list集合转化为字符串
    List<String> getAllRows(List<List<Object>> queryResult) {

      List<String> allRows = new ArrayList<>();

      if (queryResult == null || queryResult.isEmpty())
            return allRows;

      StringBuilder row = new StringBuilder();

      for (List<Object> rawRow : queryResult) {

            Object value = null;

            for (Object aRawRow : rawRow) {

                value = aRawRow;

                if (value == null) {
                  row.append(",");
                } else {
                  row.append(aRawRow.toString()).append(",");
                }
            }

            allRows.add(row.toString());
            row = new StringBuilder();
      }

      return allRows;
    }

    //更新offset元数据状态,每次返回结果集后调用。必须记录每次查询的offset值,为程序中断续跑数据时使用,以id为offset
    void updateOffset2DB(int size) {
      //以source_tab做为KEY,如果不存在则插入,存在则更新(每个源表对应一条记录)
      String sql = "insert into flume_meta(source_tab,currentIndex) VALUES('"
                + this.table
                + "','" + (recordSixe += size)
                + "') on DUPLICATE key update source_tab=values(source_tab),currentIndex=values(currentIndex)";

      LOG.info("updateStatus Sql:" + sql);

      execSql(sql);
    }

    //执行sql语句
    private void execSql(String sql) {

      try {
            ps = conn.prepareStatement(sql);

            LOG.info("exec::" + sql);

            ps.execute();
      } catch (SQLException e) {
            e.printStackTrace();
      }
    }

    //获取当前id的offset
    private Integer getStatusDBIndex(int startFrom) {

      //从flume_meta表中查询出当前的id是多少
      String dbIndex = queryOne("select currentIndex from flume_meta where source_tab='" + table + "'");

      if (dbIndex != null) {
            return Integer.parseInt(dbIndex);
      }

      //如果没有数据,则说明是第一次查询或者数据表中还没有存入数据,返回最初传入的值
      return startFrom;
    }

    //查询一条数据的执行语句(当前id)
    private String queryOne(String sql) {

      ResultSet result = null;

      try {
            ps = conn.prepareStatement(sql);
            result = ps.executeQuery();

            while (result.next()) {
                return result.getString(1);
            }
      } catch (SQLException e) {
            e.printStackTrace();
      }

      return null;
    }

    //关闭相关资源
    void close() {

      try {
            ps.close();
            conn.close();
      } catch (SQLException e) {
            e.printStackTrace();
      }
    }

    int getCurrentIndex() {
      return currentIndex;
    }

    void setCurrentIndex(int newValue) {
      currentIndex = newValue;
    }

    int getRunQueryDelay() {
      return runQueryDelay;
    }

    String getQuery() {
      return query;
    }

    String getConnectionURL() {
      return connectionURL;
    }

    private boolean isCustomQuerySet() {
      return (customQuery != null);
    }

    Context getContext() {
      return context;
    }

    public String getConnectionUserName() {
      return connectionUserName;
    }

    public String getConnectionPassword() {
      return connectionPassword;
    }

    String getDefaultCharsetResultSet() {
      return defaultCharsetResultSet;
    }
} 10、打jar包

https://i-blog.csdnimg.cn/direct/0ec8e2545cbe4b25ba5b480fcdbc5ca0.png
打包结果:
https://i-blog.csdnimg.cn/direct/2dca7e8f5c4f41518d0dab95b62c5d7e.png
11、打包成功后,target目录会出现一个jar包

https://i-blog.csdnimg.cn/direct/6824041bd6bc4346949ddf4a64e8c18f.png
12、打开jar包的位置,并利用xftp工具上传到服务器

https://i-blog.csdnimg.cn/direct/aa1efc7d200b421ab44851d8b3563a09.png
https://i-blog.csdnimg.cn/direct/c7fc6a89a5c4483c9226942312428bdf.png
13、添加jar包依靠

# 解压mysql-connector-java-5.1.16.tar.gz
# tar -zxf mysql-connector-java-5.1.16.tar.gz -C /opt/module/

# 复制‘mysql-connector-java-5.1.16/mysql-connector-java-5.1.16-bin.jar’、‘mysql_source-1.0-SNAPSHOT.jar’两个压缩包到‘/opt/module/flume/lib/‘目录下

# cp -p mysql_source-1.0-SNAPSHOT.jar /opt/module/flume/lib/

# cp -p mysql-connector-java-5.1.16/mysql-connector-java-5.1.16-bin.jar /opt/module/flume/lib/ 14、创建job文件

# pwd
/opt/module/flume/job
# vi mysql.conf
编辑内容如下:
# Name the components on this agent
a1.sources = r1
a1.sinks = k1
a1.channels = c1

# Describe/configure the source
a1.sources.r1.type = com.nuit.source.SQLSource
a1.sources.r1.connection.url = jdbc:mysql://192.168.229.160:3306/mysqlsource
a1.sources.r1.connection.user = root
a1.sources.r1.connection.password = root
a1.sources.r1.table = student
a1.sources.r1.columns.to.select = *
#a1.sources.r1.incremental.column.name = id
#a1.sources.r1.incremental.value = 0
a1.sources.r1.run.query.delay=5000

# Describe the sink
a1.sinks.k1.type = logger

# Describe the channel
a1.channels.c1.type = memory
a1.channels.c1.capacity = 1000
a1.channels.c1.transactionCapacity = 100

# Bind the source and sink to the channel
a1.sources.r1.channels = c1
a1.sinks.k1.channel = c1 八、测试结果

1、创建一个名为’mysqlsource‘数据库

https://i-blog.csdnimg.cn/direct/efa036f15e524a8eb32f28d403017882.png
2、选择刚刚创建的数据库

https://i-blog.csdnimg.cn/direct/a045b7b5c25342459b3161fbcb162bb6.png
3、创建数据表

CREATE TABLE `student` (
`id` int(11) NOT NULL AUTO_INCREMENT,
`name` varchar(255) NOT NULL,
PRIMARY KEY (`id`)
);
CREATE TABLE `flume_meta` (
`source_tab` varchar(255) NOT NULL,
`currentIndex` varchar(255) NOT NULL,
PRIMARY KEY (`source_tab`)
); https://i-blog.csdnimg.cn/direct/9bddbd5e48f24d6d8416accb9200c696.png
4、向表中插入数据

insert into student values(1,'zhangsan');
insert into student values(2,'lisi');
insert into student values(3,'wangwu');
insert into student values(4,'zhaoliu'); https://i-blog.csdnimg.cn/direct/09d2ff762286453699184f67e4d2b85b.png
5、查察表的数据

https://i-blog.csdnimg.cn/direct/4ec8aa7ee3eb4a1c823f702a3125f81f.png
6、退出MySQL,启动flume服务

# bin/flume-ng agent --conf conf/ --name a1 \
> --conf-file job/mysql.conf -Dflume.root.logger=INFO,console https://i-blog.csdnimg.cn/direct/ef6a94acfb6b4a42873430396c3185eb.png
发现我们插入数据的日记,至此搭建完成!

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