因为业务需要,需要将一批mysql数据导入到HBASE,现在先将数据从Mysql导出到HDFS。
版本:hadoop CDH4.5,Hbase-0.946
1、实体类
YqBean 是我的实体类,请根据自己需要修改,实体类需要 implements Writable, DBWritable。
2、MR实现
import java.io.IOException; import java.util.Iterator; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.fs.Path; import org.apache.hadoop.io.LongWritable; import org.apache.hadoop.io.Text; import org.apache.hadoop.mapreduce.Job; import org.apache.hadoop.mapreduce.Mapper; import org.apache.hadoop.mapreduce.Reducer; import org.apache.hadoop.mapreduce.lib.db.DBConfiguration; import org.apache.hadoop.mapreduce.lib.db.DBInputFormat; import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat; /** * @author * @version 创建时间:Jul 24, 2014 2:09:22 AM * 类说明 */ public class AccessData { public static class DataAccessMap extends Mapper<LongWritable,YqBean,Text,Text>{ @Override protected void map(LongWritable key, YqBean value,Context context) throws IOException, InterruptedException { System.out.println(value.toString()); context.write(new Text(), new Text(value.toString())); } } public static class DataAccessReducer extends Reducer<Text,Text,Text,Text>{ protected void reduce(Text key, Iterable<Text> values, Context context) throws IOException, InterruptedException { for(Iterator<Text> itr = values.iterator();itr.hasNext();) { context.write(key, itr.next()); } } } public static void main(String[] args) throws Exception { Configuration conf = new Configuration(); //mysql的jdbc驱动 DBConfiguration.configureDB(conf,"com.mysql.jdbc.Driver", "jdbc:mysql://ip:3306/tablename?useUnicode=true&characterEncoding=utf8", "username", "passwd"); Job job = new Job(conf,"test mysql connection"); job.setJarByClass(AccessData.class); job.setMapperClass(DataAccessMap.class); job.setReducerClass(DataAccessReducer.class); job.setOutputKeyClass(Text.class); job.setOutputValueClass(Text.class); job.setInputFormatClass(DBInputFormat.class); FileOutputFormat.setOutputPath(job, new Path("hdfs://ip:9000/hdfsFile")); //对应数据库中的列名(实体类字段) String[] fields = {"id","title","price","author","quantity","description","category_id","imgUrl"}; DBInputFormat.setInput(job, YqBean.class,"tablename", "sql语句 ", "title", fields); System.exit(job.waitForCompletion(true)? 0 : 1); } }