hbase使用MapReduce操作1(基本增删改查)
操作代码
import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.hbase.*; import org.apache.hadoop.hbase.client.*; import org.apache.hadoop.hbase.util.Bytes; import java.io.*; import java.math.BigDecimal; import java.util.ArrayList; import java.util.List; public class Main { public static Configuration conf; static { //使用 HBaseConfiguration 的单例方法实例化 conf = HBaseConfiguration.create(); conf.set("hbase.zookeeper.quorum", "master,node1,node2"); conf.set("hbase.zookeeper.property.clientPort", "2181"); conf.set("hbase.master", "master:60000"); } public static void dropTable(String tableName) throws MasterNotRunningException, ZooKeeperConnectionException, IOException { HBaseAdmin admin = new HBaseAdmin(conf); if (isTableExist(tableName)) { admin.disableTable(tableName); admin.deleteTable(tableName); System.out.println("表" + tableName + "删除成功!"); } else { System.out.println("表" + tableName + "不存在!"); } } public static void addRowData(String tableName, String rowKey, String columnFamily, String column, String value) throws IOException { //创建 HTable 对象 HTable hTable = new HTable(conf, tableName); //向表中插入数据 Put put = new Put(Bytes.toBytes(rowKey)); //向 Put 对象中组装数据 put.add(Bytes.toBytes(columnFamily), Bytes.toBytes(column), Bytes.toBytes(value)); hTable.put(put); hTable.close(); System.out.println("插入数据成功"); } public static void deleteMultiRow(String tableName, String... rows) throws IOException { HTable hTable = new HTable(conf, tableName); List<Delete> deleteList = new ArrayList<Delete>(); for (String row : rows) { Delete delete = new Delete(Bytes.toBytes(row)); deleteList.add(delete); } hTable.delete(deleteList); hTable.close(); } public static void getAllRows(String tableName) throws IOException { HTable hTable = new HTable(conf, tableName); //得到用于扫描 region 的对象 Scan scan = new Scan(); //使用 HTable 得到 resultcanner 实现类的对象 ResultScanner resultScanner = hTable.getScanner(scan); for (Result result : resultScanner) { Cell[] cells = result.rawCells(); for (Cell cell : cells) { //得到 rowkey System.out.println("行键:" + Bytes.toString(CellUtil.cloneRow(cell))); //得到列族 System.out.println("列族" + Bytes.toString(CellUtil.cloneFamily(cell))); System.out.println("列:" + Bytes.toString(CellUtil.cloneQualifier(cell))); System.out.println("值:" + Bytes.toString(CellUtil.cloneValue(cell))); } } } public static void getRow(String tableName, String rowKey) throws IOException { HTable table = new HTable(conf, tableName); Get get = new Get(Bytes.toBytes(rowKey)); //get.setMaxVersions();显示所有版本 //get.setTimeStamp();显示指定时间戳的版本 Result result = table.get(get); for (Cell cell : result.rawCells()) { System.out.println("行键:" + Bytes.toString(result.getRow())); System.out.println("列族" + Bytes.toString(CellUtil.cloneFamily(cell))); System.out.println("列:" + Bytes.toString(CellUtil.cloneQualifier(cell))); System.out.println("值:" + Bytes.toString(CellUtil.cloneValue(cell))); System.out.println("时间戳:" + cell.getTimestamp()); } } public static void getRowQualifier(String tableName, String rowKey, String family, String qualifier) throws IOException { HTable table = new HTable(conf, tableName); Get get = new Get(Bytes.toBytes(rowKey)); get.addColumn(Bytes.toBytes(family), Bytes.toBytes(qualifier)); Result result = table.get(get); for (Cell cell : result.rawCells()) { System.out.println("行键:" + Bytes.toString(result.getRow())); System.out.println("列族" + Bytes.toString(CellUtil.cloneFamily(cell))); System.out.println("列:" + Bytes.toString(CellUtil.cloneQualifier(cell))); System.out.println("值:" + Bytes.toString(CellUtil.cloneValue(cell))); } } public void addAFamily(String tableName, String familyName, boolean isAdd) throws IOException { TableName tablename = TableName.valueOf(tableName); HBaseAdmin admin = new HBaseAdmin(conf); admin.disableTable(tablename); HTableDescriptor hDescriptor = admin.getTableDescriptor(tablename); HColumnDescriptor hColumnDescriptor = new HColumnDescriptor(familyName); if (isAdd) { hDescriptor.addFamily(hColumnDescriptor); } else { hDescriptor.removeFamily(Bytes.toBytes(familyName)); } admin.modifyTable(tablename, hDescriptor); admin.enableTable(tablename); } public ArrayList<String> readFile() throws Exception { ArrayList<String> users = new ArrayList<String>(); File file = new File("F:/Hadoop/data_format/test1.csv"); InputStreamReader isr = new InputStreamReader(new FileInputStream(file)); BufferedReader br = new BufferedReader(isr); String s = ""; //创建 HTable 对象 HTable hTable = new HTable(conf, "test_data"); while ((s = br.readLine()) != null) { String[] strs = s.split(","); //向表中插入数据 Put put = new Put(Bytes.toBytes("rowKey")); //向 Put 对象中组装数据 put.add(Bytes.toBytes("columnFamily"), Bytes.toBytes("column"), Bytes.toBytes("value")); hTable.put(put); } hTable.close(); System.out.println("插入数据成功"); return users; } public static void main(String args[]) throws IOException { //System.out.println(isTableExist("student")); //createTable("student2",new String[]{"info1","info2"}); //dropTable("student2"); //addRowData("student","1003","info","name","zhangy"); //deleteMultiRow("student",new String[]{"1002","1003"}); //getAllRows("student"); //getRow("student","1002"); getRowQualifier("student", "1001", "info", "name"); } public static boolean isTableExist(String tableName) throws MasterNotRunningException, ZooKeeperConnectionException, IOException { //在 HBase 中管理、访问表需要先创建 HBaseAdmin 对象 Connection connection = ConnectionFactory.createConnection(conf); //HBaseAdmin admin = (HBaseAdmin) connection.getAdmin(); HBaseAdmin admin = new HBaseAdmin(conf); return admin.tableExists(tableName); } public static void createTable(String tableName, String... columnFamily) throws MasterNotRunningException, ZooKeeperConnectionException, IOException { HBaseAdmin admin; admin = new HBaseAdmin(conf); //判断表是否存在 if (isTableExist(tableName)) { System.out.println("表" + tableName + "已存在"); System.exit(0); } else { //创建表属性对象,表名需要转字节 HTableDescriptor descriptor = new HTableDescriptor(TableName.valueOf(tableName)); //创建多个列族 for (String cf : columnFamily) { descriptor.addFamily(new HColumnDescriptor(cf)); } //根据对表的配置,创建表 admin.createTable(descriptor); System.out.println("表" + tableName + "创建成功!"); } } }