SpringBoot操作hbase

x33g5p2x  于2022-06-27 转载在 Spring  
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1,添加依赖(客户端版本和 HBase 版本需要保持一致,否则可能会遇到不兼容的问题。)

<dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-test</artifactId>
            <scope>test</scope>
            <exclusions>
                <exclusion>
                    <groupId>org.junit.vintage</groupId>
                    <artifactId>junit-vintage-engine</artifactId>
                </exclusion>
            </exclusions>
        </dependency>
        <dependency>
            <groupId>org.apache.hbase</groupId>
            <artifactId>hbase-shaded-client</artifactId>
            <version>1.2.0</version>
        </dependency>
        <dependency>
            <groupId>org.projectlombok</groupId>
            <artifactId>lombok</artifactId>
        </dependency>
    </dependencies>

2,yml配置

spring:
  application:
    name: sbhbase
server:
  port: 9090
hbase:
  zookeeper:
    quorum: 192.168.88.180:2181

3,代码段(配置类,获取配置)

package com.qjc.sbhbase.config;
 
import org.apache.hadoop.hbase.HBaseConfiguration;
import org.apache.hadoop.hbase.HConstants;
import org.apache.hadoop.hbase.client.Connection;
import org.apache.hadoop.hbase.client.ConnectionFactory;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import org.springframework.context.annotation.Scope;
 
import java.io.IOException;
import java.util.function.Supplier;
 
@Configuration
public class CustomerHbaseConfiguration {
    @Value("${hbase.zookeeper.quorum}")
    private String quorum;
 
    @Bean
    public org.apache.hadoop.conf.Configuration getConfig(){
        org.apache.hadoop.conf.Configuration conf = HBaseConfiguration.create();
        conf.set(HConstants.ZOOKEEPER_QUORUM,quorum);
        return conf;
    }
    //每次用户调用get方法获得一个新的数据库连接  可以考虑并发
    @Bean
    public Supplier<Connection> hbaseConnSupplier(){
        return ()->{
            return hbaseConnect();
        };
    }
    //获取数据库连接
    @Bean
    @Scope("prototype")
    public Connection hbaseConnect(){
        Connection connection = null;
        try {
            connection = ConnectionFactory.createConnection(getConfig());
        } catch (IOException e) {
            e.printStackTrace();
        }
        return connection;
    }
}

4,实体类

package com.qjc.sbhbase.model;
 
import lombok.AllArgsConstructor;
import lombok.Builder;
import lombok.Data;
import lombok.NoArgsConstructor;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.context.annotation.Scope;
 
@Data
@AllArgsConstructor
@NoArgsConstructor
@Builder
@Scope("prototype")
public class Userinfos {
    private String userid;
    private String username;
    private String birthday;
}

5,操作(service)

package com.qjc.sbhbase.services;
 
import com.qjc.sbhbase.model.Userinfos;
import org.apache.hadoop.hbase.TableName;
import org.apache.hadoop.hbase.client.*;
import org.apache.hadoop.hbase.filter.CompareFilter;
import org.apache.hadoop.hbase.filter.SingleColumnValueFilter;
import org.apache.hadoop.hbase.filter.SubstringComparator;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;
 
import java.io.IOException;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
 
@Service
public class HbaseService {
    @Autowired
    private Connection hbaseConnection;
 
    //插入数据
    public void insert(Userinfos user){
        try {
            //获取数据库中的表
            Table table = null;
            table = hbaseConnection.getTable(TableName.valueOf("mydemo:userinfos"));
            //准备一行数据
            Put line = new Put(user.getUserid().getBytes());
            line.addColumn("base".getBytes(),"username".getBytes(),user.getUsername().getBytes());
            line.addColumn("base".getBytes(),"birthday".getBytes(),user.getBirthday().getBytes());
            //将数据插入数据库
            table.put(line);
        } catch (IOException e) {
            e.printStackTrace();
        }
    }
 
    //根据rowkey获取数据
    public Userinfos findByRowkey(String rowkey){
        Table table = null;
        Result result = null;
        Userinfos us = null;
        //获取hbase中的表
        try {
            table = hbaseConnection.getTable(TableName.valueOf("mydemo:userinfos"));
            //按照rowkey获取数据
            Get get = new Get(rowkey.getBytes());
            result = table.get(get);
            us = Userinfos.builder().username(new String(result.getValue("base".getBytes(),"username".getBytes()))).build();
        } catch (IOException e) {
            e.printStackTrace();
        }finally {
            try {
                table.close();
            } catch (IOException e) {
                e.printStackTrace();
            }
        }
        return us;
    }
 
 
    //代码逻辑没问题  在海量数据下此方法不能使用 内存不足 会花费大量时间下载数据
    public List<Userinfos> findAll(){
        List<Userinfos> list = new ArrayList<Userinfos>();
        Table table = null;
        try {
            table = hbaseConnection.getTable(TableName.valueOf("mydemo:userinfos"));
            Scan scan = new Scan();
            ResultScanner rs = table.getScanner(scan);
            Result result = null;
            while ((result =rs.next())!= null){
                list.add(Userinfos.builder().username(new String(result.getValue("base".getBytes(),"username".getBytes()))).build());
            }
        } catch (IOException e) {
            e.printStackTrace();
        }finally {
            try {
                table.close();
            } catch (IOException e) {
                e.printStackTrace();
            }
        }
        return list;
    }
 
    //根据username包含某字查询信息
    public List<Userinfos> findUserByPrefixName(String prefixName){
        Table table = null;
        List<Userinfos> list = new ArrayList<>();
        try {
            table = hbaseConnection.getTable(TableName.valueOf("mydemo:userinfos"));
            Scan scan = new Scan();
            //hbase中操纵命令:scan 'mydemo:userinfos',{FILTER=>"SingleColumnValueFilter('base','username',=,'substring:zhang')"}
            SingleColumnValueFilter vf = new SingleColumnValueFilter(
                    "base".getBytes(),
                    "username".getBytes(),
                    CompareFilter.CompareOp.EQUAL,
                    new SubstringComparator(prefixName)
            );
            scan.setFilter(vf);
            ResultScanner scanner = table.getScanner(scan);
 
            Result rs = null;
            while ((rs=scanner.next()) != null){
                list.add(Userinfos.builder().username(new String(rs.getValue("base".getBytes(),"username".getBytes()))).build());
            }
        } catch (IOException e) {
            e.printStackTrace();
        } finally {
            try {
                table.close();
            } catch (IOException e) {
                e.printStackTrace();
            }
        }
        return list;
    }
}

6,controller层(这里只是简单调用查看)

package com.qjc.sbhbase.controller;
 
import com.qjc.sbhbase.model.Userinfos;
import com.qjc.sbhbase.services.HbaseService;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.web.bind.annotation.ModelAttribute;
import org.springframework.web.bind.annotation.PathVariable;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;
 
import javax.annotation.Resource;
import java.util.List;
 
@RestController
public class InitCtrl {
    @Resource
    private HbaseService hbaseService;
 
    @RequestMapping("/add")
    public String add(@ModelAttribute Userinfos user){
        hbaseService.insert(user);
        return "ok";
    }
 
    @RequestMapping("/single/{rowkey}")
    public Userinfos select(@PathVariable("rowkey") String rowkey){
        return hbaseService.findByRowkey(rowkey);
    }
 
    @RequestMapping("/getAll")
    public List<Userinfos> getAll(){
        return hbaseService.findAll();
    }
 
    @RequestMapping("/findByName/{name}")
    public List<Userinfos> findByName(@PathVariable("name") String name){
        return hbaseService.findUserByPrefixName(name);
    }
}

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