hbase Java api 基础 hbase的api

发布时间:2023-05-18 09:25:13

一、Java API与HBase数据模型的关系

  在Java中,与HBase数据库存储管理相关的类别包括HBaseadmin、HBaseConfiguration、HTable、HTableDescriptor、Put、Get和Scaner,其中与数据库相关的类别包括HBaseadmin和HBaseconfiguration,与表相关的包括HTable,操作列族的类别是HTabledescriptor,列的修饰符包括Putable、Get、Scanner三类。

二、HBaseconfiguration

  HBaseconfiguration可以通过HBasecon类配置HBase。 使用Client的对象主要有以下两种结构函数:

1 public HBaseConfiguration();2 public HBaseConfiguration(final Configuration c);3 /*默认结构模式将尝试从hbasee开始-default.xml和hbase-site.在xml中读取配置。如果classpath没有这两个文件,您需要自己设置配置。*/

它常用的操作主要是以下句子:

1 HBaseConfiguration hconfig = new HBaseConfiguration();2 hconfig.set("hbase.zookeeper.property.clientPort","8000");

这两个句子设置为“hbase.zookeeper.property.clientPort“属性的端口号是8000。一般来说,HBaseconfiguration会使用结构函数初始化,然后使用setion、添加必要设置的get方法。

三、HBaseadmin类

  HBaseadmin类主要提供一个接口来管理HBase数据库的表信息。创建表、删除表、浏览表、添加表或删除表中的数据等一些常用的操作方法,用法示例:

1 HBaseAdmin admin = new HBaseAdmin(hconfig);2 hAdmin.createTable(“table name”);3 hAdmin.disableTable("table name");

上面的句子首先创建一个表,然后使表无效。在使用这类的过程中,大部分还需要结合HTabledescriptor和HColumndescriptor,HTabledescriptor主要是创建表的名称和相应表的列族,HColumndescriptor主要是维护列族的信息,通常在创建表添加列族时使用,列族创建后不能直接修改,只能通过删除和重建来修改。完整创建表的句子如下:

1 HBaseAdmin hAdmin = new HBaseAdmin(hbaseConfig);2 HTableDescriptor t = new HTableDescriptor(tableName);3 t.addFamily(new HColumnDescriptor(“f1″));4 t.addFamily(new HColumnDescriptor(“f2″));5 t.addFamily(new HColumnDescriptor(“f3″));6 t.addFamily(new HColumnDescriptor(“f4″));7 hAdmin.createTable(t);

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四、HTable

  HTable主要与HBase表通信,但该方法在更新操作时非线程安全。如果有多个线程与单个HTable实例通信,则写缓冲区可能会崩溃。常用的操作主要是:

1 HTable ht = new HTable(config,Bytes.toBytes(tablename));2 ResultScanner scanner = ht.getScanner(familyname);
五、Put类

  Put类主要是获取单行信息,添加单行信息,结合Result类查询,方便获取值或各种信息(key-value)对,使用实例如下:

1 HTable ht = new HTable(config,Bytes.toBytes(tablename)); 2 Put put = new Put(rowname);///为指定行创建Put操作 3 put.add(family,qualifier,value); 4 ht.put(put); 5 Get get = new Get(Byte.toBytes(rowname)); 6 Result re = ht.get(get); 7 Bytes[] b = re.getValue((familyname+";"+columnname)); 8 ResultScanner scanner = ht.getScanner(Bytes.toBytes(family)); 9 for(Result var:scanner){10     Bytes[] b = var.getValue(familyname,columnname);11 }

 

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完整代码:

1 import java.io.IOException;  2   3 import org.apache.hadoop.conf.Configuration;  4 import org.apache.hadoop.hbase.HBaseConfiguration;  5 import org.apache.hadoop.hbase.HColumnDescriptor;  6 import org.apache.hadoop.hbase.HTableDescriptor;  7 import org.apache.hadoop.hbase.KeyValue;  8 import org.apache.hadoop.hbase.client.Delete;  9 import org.apache.hadoop.hbase.client.Get; 10 import org.apache.hadoop.hbase.client.HBaseAdmin; 11 import org.apache.hadoop.hbase.client.HTable; 12 import org.apache.hadoop.hbase.client.HTablePool; 13 import org.apache.hadoop.hbase.client.Put; 14 import org.apache.hadoop.hbase.client.Result; 15 import org.apache.hadoop.hbase.client.ResultScanner; 16 import org.apache.hadoop.hbase.client.Scan; 17 import org.apache.hadoop.hbase.util.Bytes; 18  19 public class Hbase { 20     // 声明静态配置 21     static Configuration conf = null; 22     static { 23         conf = HBaseConfiguration.create(); 24         conf.set("hbase.zookeeper.quorum", "localhost"); 25     } 26  27     /* 28      * 创建表 29      *  30      * @tableName 表名 31      *  32      * @family 列族列表 33      */ 34     public static void creatTable(String tableName, String[] family) 35             throws Exception { 36         HBaseAdmin admin = new HBaseAdmin(conf); 37         HTableDescriptor desc = new HTableDescriptor(tableName); 38         for (int i = 0; i < family.length; i++) { 39             desc.addFamily(new HColumnDescriptor(family[i])); 40         } 41         if (admin.tableExists(tableName)) { 42             System.out.println("table Exists!"); 43             System.exit(0); 44         } else { 45             admin.createTable(desc); 46             System.out.println("create table Success!"); 47         } 48     } 49  50     /* 51      * 将数据添加到表中(适合知道有多少列族的固定表) 52      *  53      * @rowKey rowKey 54      *  55      * @tableName 表名 56      *  57      * @column1 第一列族列表 58      *  59      * @value1 第一列值的列表 60      *  61      * @column2 第二列族列表 62      *  63      * @value2 列表第二列的值 64      */ 65     public static void addData(String rowKey, String tableName, 66             String[] column1, String[] value1, String[] column2, String[] value2) 67             throws IOException { 68         Put put = new Put(Bytes.toBytes(rowKey));// 设置rowkey 69         HTable table = new HTable(conf, Bytes.toBytes(tableName));// HTabel负责与记录相关的操作,如添加、删除和检查// 70                                                                     // 获取表 71         HColumnDescriptor[] columnFamilies = table.getTableDescriptor() // 获取所有列族 72                 .getColumnFamilies(); 73  74         for (int i = 0; i < columnFamilies.length; i++) { 75             String familyName = columnFamilies[i].getNameAsString(); // 获取列族名 76             if (familyName.equals("article")) { // article列族put数据 77                 for (int j = 0; j < column1.length; j++) { 78                     put.add(Bytes.toBytes(familyName), 79                             Bytes.toBytes(column1[j]), Bytes.toBytes(value1[j])); 80                 } 81             } 82             if (familyName.equals("author")) { // author列族put数据 83                 for (int j = 0; j < column2.length; j++) { 84                     put.add(Bytes.toBytes(familyName), 85                             Bytes.toBytes(column2[j]), Bytes.toBytes(value2[j])); 86                 } 87             } 88         } 89         table.put(put); 90         System.out.println("add data Success!"); 91     } 92  93     /* 94      * 根据rwokey查询 95      *  96      * @rowKey rowKey 97      *  98      * @tableName 表名 99      */100     public static Result getResult(String tableName, String rowKey)101             throws IOException {102         Get get = new Get(Bytes.toBytes(rowKey));103         HTable table = new HTable(conf, Bytes.toBytes(tableName));// 获取表104         Result result = table.get(get);105         for (KeyValue kv : result.list()) {106             System.out.println("family:" + Bytes.toString(kv.getFamily()));107             System.out108                     .println("qualifier:" + Bytes.toString(kv.getQualifier()));109             System.out.println("value:" + Bytes.toString(kv.getValue()));110             System.out.println("Timestamp:" + kv.getTimestamp());111             System.out.println("-------------------------------------------");112         }113         return result;114     }115 116     /*117      * 查询hbase表118      * 119      * @tableName 表名120      */121     public static void getResultScann(String tableName) throws IOException {122         Scan scan = new Scan();123         ResultScanner rs = null;124         HTable table = new HTable(conf, Bytes.toBytes(tableName));125         try {126             rs = table.getScanner(scan);127             for (Result r : rs) {128                 for (KeyValue kv : r.list()) {129                     System.out.println("row:" + Bytes.toString(kv.getRow()));130                     System.out.println("family:"131                             + Bytes.toString(kv.getFamily()));132                     System.out.println("qualifier:"133                             + Bytes.toString(kv.getQualifier()));134                     System.out135                             .println("value:" + Bytes.toString(kv.getValue()));136                     System.out.println("timestamp:" + kv.getTimestamp());137                     System.out138                             .println("-------------------------------------------");139                 }140             }141         } finally {142             rs.close();143         }144     }145 146     /*147      * 查询hbase表148      * 149      * @tableName 表名150      */151     public static void getResultScann(String tableName, String start_rowkey,152             String stop_rowkey) throws IOException {153         Scan scan = new Scan();154         scan.setStartRow(Bytes.toBytes(start_rowkey));155         scan.setStopRow(Bytes.toBytes(stop_rowkey));156         ResultScanner rs = null;157         HTable table = new HTable(conf, Bytes.toBytes(tableName));158         try {159             rs = table.getScanner(scan);160             for (Result r : rs) {161                 for (KeyValue kv : r.list()) {162                     System.out.println("row:" + Bytes.toString(kv.getRow()));163                     System.out.println("family:"164                             + Bytes.toString(kv.getFamily()));165                     System.out.println("qualifier:"166                             + Bytes.toString(kv.getQualifier()));167                     System.out168                             .println("value:" + Bytes.toString(kv.getValue()));169                     System.out.println("timestamp:" + kv.getTimestamp());170                     System.out171                             .println("-------------------------------------------");172                 }173             }174         } finally {175             rs.close();176         }177     }178 179     /*180      * 查询表中某一列181      * 182      * @tableName 表名183      * 184      * @rowKey rowkey185      */186     public static void getResultByColumn(String tableName, String rowKey,187             String familyName, String columnName) throws IOException {188         HTable table = new HTable(conf, Bytes.toBytes(tableName));189         Get get = new Get(Bytes.toBytes(rowKey));190         get.addColumn(Bytes.toBytes(familyName), Bytes.toBytes(columnName)); // 获取指定列族和列修饰符对应的列191         Result result = table.get(get);192         for (KeyValue kv : result.list()) {193             System.out.println("family:" + Bytes.toString(kv.getFamily()));194             System.out195                     .println("qualifier:" + Bytes.toString(kv.getQualifier()));196             System.out.println("value:" + Bytes.toString(kv.getValue()));197             System.out.println("Timestamp:" + kv.getTimestamp());198             System.out.println("-------------------------------------------");199         }200     }201 202     /*203      * 204年更新表中的某一列      * 205      * @tableName 表名206      * 207      * @rowKey 208rowKey      * 209      * @familyName 列族名210      * 211      * @columnName 列名212      * 213      * @value 更新后的值214      */215     public static void updateTable(String tableName, String rowKey,216             String familyName, String columnName, String value)217             throws IOException {218         HTable table = new HTable(conf, Bytes.toBytes(tableName));219         Put put = new Put(Bytes.toBytes(rowKey));220         put.add(Bytes.toBytes(familyName), Bytes.toBytes(columnName),221                 Bytes.toBytes(value));222         table.put(put);223         System.out.println("update table Success!");224     }225 226     /*227      * 查询某列数据的多个版本228      * 229      * @tableName 表名230      * 231      * @rowKey rowKey232      * 233      * @familyName 列族名234      * 235      * @columnName 列名236      */237     public static void getResultByVersion(String tableName, String rowKey,238             String familyName, String columnName) throws IOException {239         HTable table = new HTable(conf, Bytes.toBytes(tableName));240         Get get = new Get(Bytes.toBytes(rowKey));241         get.addColumn(Bytes.toBytes(familyName), Bytes.toBytes(columnName));242         get.setMaxVersions(5);243         Result result = table.get(get);244         for (KeyValue kv : result.list()) {245             System.out.println("family:" + Bytes.toString(kv.getFamily()));246             System.out247                     .println("qualifier:" + Bytes.toString(kv.getQualifier()));248             System.out.println("value:" + Bytes.toString(kv.getValue()));249             System.out.println("Timestamp:" + kv.getTimestamp());250             System.out.println("-------------------------------------------");251         }252         /*253          * List<?> results = table.get(get).list(); Iterator<?> it =254          * results.iterator(); while (it.hasNext()) {255          * System.out.println(it.next().toString()); }256          */257     }258 259     /*260      * 删除指定列261      * 262      * @tableName 表名263      * 264      * @rowKey rowKey265      * 266      * @familyName 列族名267      * 268      * @columnName 列名269      */270     public static void deleteColumn(String tableName, String rowKey,271             String falilyName, String columnName) throws IOException {272         HTable table = new HTable(conf, Bytes.toBytes(tableName));273         Delete deleteColumn = new Delete(Bytes.toBytes(rowKey));274         deleteColumn.deleteColumns(Bytes.toBytes(falilyName),275                 Bytes.toBytes(columnName));276         table.delete(deleteColumn);277         System.out.println(falilyName + ":" + columnName + "is deleted!");278     }279 280     /*281      * 删除指定列282      * 283      * @tableName 表名284      * 285      * @rowKey rowKey286      */287     public static void deleteAllColumn(String tableName, String rowKey)288             throws IOException {289         HTable table = new HTable(conf, Bytes.toBytes(tableName));290         Delete deleteAll = new Delete(Bytes.toBytes(rowKey));291         table.delete(deleteAll);292         System.out.println("all columns are deleted!");293     }294 295     /*296      * 删除表297      * 298      * @tableName 表名299      */300     public static void deleteTable(String tableName) throws IOException {301         HBaseAdmin admin = new HBaseAdmin(conf);302         admin.disableTable(tableName);303         admin.deleteTable(tableName);304         System.out.println(tableName + "is deleted!");305     }306 307     public static void main(String[] args) throws Exception {308 309         // 创建表310         String tableName = “blog2”;311         String[] family = { "article", "author" };312         // creatTable(tableName, family);313 314         // 将数据315添加到表中 316         String[] column1 = { "title", "content", "tag" };317         String[] value1 = {318                 "Head First HBase",319                 "HBase is the Hadoop database. Use it when you need random, realtime read/write access to your Big Data.",320                 "Hadoop,HBase,NoSQL" };321         String[] column2 = { "name", "nickname" };322         String[] value2 = { "nicholas", "lee" };323         addData(“rowkey1”, “blog2”, column1, value1, column2, value2);324         addData(“rowkey2” “blog2”, column1, value1, column2, value2);325         addData(“rowkey3” “blog2”, column1, value1, column2, value2);326 327         // 遍历查询328         getResultScann(“blog2”, “rowkey4”, "rowkey5";329         // 根据row 3300key范围         getResultScann(blog2”, “rowkey4”, "rowkey5";331 332         // 查询333         getResult(blog2”, "rowkey1";334 335         // 查询某列值336         getResultByColumn(blog2”, “rowkey1”, "author", "name");337 338         // 更新列339         updateTable(blog2”, “rowkey1”, "author", "name", "bin");340 341         // 查询某列值342         getResultByColumn(blog2”, “rowkey1”, "author", "name");343 344         // 查询某列多版345         getResultByVersion(blog2”, “rowkey1”, "author", "name");346 347         // 删除一列348         deleteColumn(blog2”, “rowkey1”, "author", "nickname");349 350         // 删除所有列351         deleteAllColumn(blog2”, "rowkey1";352 353         // 删除表354         deleteTable(blog2);355 356     }357 }

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