{{{ #!html
Hadoop 與 RDBMS 的支援
Hadoop 0.20 + MySQL 5
}}} [[PageOutline]] = 說明 = * 需先安裝 hadoop 0.20 , apache2 , MySQL 5 server & client , phpmyadmin * 需將 [http://dev.mysql.com/downloads/connector/j/ mysql-connector-java-*.jar] 放到 lib 目錄下 * MySQL 內,先建立一個school 的資料庫,內含 teacher 的table ,並新增一些資料,如下: {{{ #!sql DROP TABLE IF EXISTS `school`.`teacher`; CREATE TABLE `school`.`teacher` ( `id` int(11) default NULL, `name` char(20) default NULL, `age` int(11) default NULL, `departmentID` int(11) default NULL ) ENGINE=InnoDB DEFAULT CHARSET=latin1; }}} [[Image(wiki:NCHCCloudCourse100928_MYSQL:pd1.png)]] = 程式碼 = = DBAccess.java = {{{ #!java package db; import java.io.DataInput; import java.io.DataOutput; import java.io.IOException; import java.sql.PreparedStatement; import java.sql.ResultSet; import java.sql.SQLException; import org.apache.hadoop.fs.FileSystem; import org.apache.hadoop.fs.Path; import org.apache.hadoop.io.LongWritable; import org.apache.hadoop.io.Text; import org.apache.hadoop.io.Writable; import org.apache.hadoop.mapred.FileOutputFormat; import org.apache.hadoop.mapred.JobClient; import org.apache.hadoop.mapred.JobConf; import org.apache.hadoop.mapred.MapReduceBase; import org.apache.hadoop.mapred.Mapper; import org.apache.hadoop.mapred.OutputCollector; import org.apache.hadoop.mapred.Reporter; import org.apache.hadoop.mapred.lib.IdentityReducer; import org.apache.hadoop.mapred.lib.db.DBConfiguration; import org.apache.hadoop.mapred.lib.db.DBInputFormat; import org.apache.hadoop.mapred.lib.db.DBWritable; public class DBAccess { @SuppressWarnings("deprecation") public static void main(String[] args) throws IOException { String[] argc={"jdbc:mysql://localhost/school","root", "itri"}; argv=argc; try { JobConf conf = new JobConf(DBAccess.class); Class.forName("com.mysql.jdbc.Driver"); DBConfiguration.configureDB(conf, "com.mysql.jdbc.Driver", argv[0], argv[1], argv[2]); conf.setOutputKeyClass(LongWritable.class); conf.setOutputValueClass(Text.class); conf.setInputFormat(DBInputFormat.class); Path dstPath = new Path("dboutput3"); FileOutputFormat.setOutputPath(conf, dstPath); String[] fields = { "id", "name", "age", "departmentID" }; DBInputFormat.setInput(conf, TeacherRecord.class, "teacher", null, "id", fields); conf.setMapperClass(DBAccessMapper.class); conf.setReducerClass(IdentityReducer.class); FileSystem hdfs = dstPath.getFileSystem(conf); if (hdfs.exists(dstPath)) { hdfs.delete(dstPath, true); } JobClient.runJob(conf); } catch(ClassNotFoundException e) { System.err.println("mysql.jdbc.Driver not found"); } } } }}} = DBAccessMapper.java = {{{ #!java package db; import java.io.IOException; import org.apache.hadoop.io.LongWritable; import org.apache.hadoop.io.Text; import org.apache.hadoop.mapred.MapReduceBase; import org.apache.hadoop.mapred.Mapper; import org.apache.hadoop.mapred.OutputCollector; import org.apache.hadoop.mapred.Reporter; public class DBAccessMapper extends MapReduceBase implements Mapper { public void map(LongWritable key, TeacherRecord value, OutputCollector collector, Reporter reporter) throws IOException { collector.collect(new LongWritable(value.id), new Text(value.toString())); } } }}} = !TeacherRecord.java = {{{ #!java package db; import java.io.DataInput; import java.io.DataOutput; import java.io.IOException; import java.sql.PreparedStatement; import java.sql.ResultSet; import java.sql.SQLException; import org.apache.hadoop.io.Text; import org.apache.hadoop.io.Writable; import org.apache.hadoop.mapred.lib.db.DBWritable; public class TeacherRecord implements Writable, DBWritable { int id; String name; int age; int departmentID; @Override public void readFields(DataInput in) throws IOException { // TODO Auto-generated method stub this.id = in.readInt(); this.name = Text.readString(in); this.age = in.readInt(); this.departmentID = in.readInt(); } @Override public void write(DataOutput out) throws IOException { // TODO Auto-generated method stub out.writeInt(this.id); Text.writeString(out, this.name); out.writeInt(this.age); out.writeInt(this.departmentID); } @Override public void readFields(ResultSet result) throws SQLException { // TODO Auto-generated method stub this.id = result.getInt(1); this.name = result.getString(2); this.age = result.getInt(3); this.departmentID = result.getInt(4); } @Override public void write(PreparedStatement stmt) throws SQLException { // TODO Auto-generated method stub stmt.setInt(1, this.id); stmt.setString(2, this.name); stmt.setInt(3, this.age); stmt.setInt(4, this.departmentID); } @Override public String toString() { // TODO Auto-generated method stub return new String(this.name + " " + this.age + " " + this.departmentID); } } }}} = 執行結果 = {{{ $ /opt/hadoop/bin/hadoop dfs -cat dboutput/part-00000 0 waue 29 920 1 rock 30 1231 1 2 3 4 }}} * 引用 [http://jaguar13.javaeye.com/blog/683392]