在使用HBase的API查询数据的时候，我们经常需要设置一些过滤条件来查询数据，这个时候我们就需要使用 HBase API 的各种 Filter 来实现这一功能。
在 HBase API 中使用过滤器需要创建一个 Filter 实例，然后使用Scan.setFilter()或者Get.setFilter()来使用 Filter，如下：
代码语言：javascript复制Table table = connection.getTable(TableName.valueOf(TABLE_NAME));
Scan scan = new Scan();
Filter filter = new RowFilter(CompareOperator.EQUAL, new BinaryComparator(Bytes.toBytes("row_2")));
scan.setFilter(filter);
ResultScanner resultScanner = table.getScanner(scan);
Iterator<Result> it = resultScanner.iterator();
while (it.hasNext()) {
Result result = it.next();
printRow(result);
}
resultScanner.close();
table.close();在 HBase API 中提供了大量的 Filter 实现，比如一些常见的 Filter：
- RowFilter: 过滤指定的行记录
- FamilyFilter: 过滤指定的列族，其它列族返回null
- QualifierFilter: 过滤指定的列，其它列返回null
- ValueFilter: 过滤指定的值，，其它列返回null
- SingleColumnValueFilter: 单列值过滤器
- SingleColumnValueExcludeFilter: 单列值排除过滤器，被排除的列返回null
- PageFilter: 分页过滤器
- ColumnPaginationFilter: 列分页过滤器
- ...
在 HBase API 提供了一些常用比较运算符，这些写比较器可以用来比较过滤器中的值，如：
- CompareOperator.LESS
- CompareOperator.LESS_OR_EQUAL
- CompareOperator.EQUAL
- CompareOperator.NOT_EQUAL
- CompareOperator.GREATOR
- CompareOperator.GREATOR_OR_EQUAL
- CompareOperator.NO_OP
在 HBase API 还提供了一些常用比较器，这些写比较器可以用来比较过滤器中的值，如：
- BinaryComparator
- RegexStringComparator
- NullComparator
- SubstringComparator
- ...
下面是一段完整的列子是怎样，看看使用各种 Filter
代码语言：javascript复制package my.hbasestudy;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hbase.CompareOperator;
import org.apache.hadoop.hbase.HBaseConfiguration;
import org.apache.hadoop.hbase.TableName;
import org.apache.hadoop.hbase.client.*;
import org.apache.hadoop.hbase.exceptions.DeserializationException;
import org.apache.hadoop.hbase.filter.*;
import org.apache.hadoop.hbase.util.Bytes;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Iterator;
import java.util.List;
public class TestFilter {
private static final String TABLE_NAME = "user";
private static final String COLUMN_FAMILY_BASE = "base";
private static final String COLUMN_FAMILY_ADDRESS = "address";
private static final String COLUMN_USERNAME = "username";
private static final String COLUMN_PASSWORD = "password";
private static final String COLUMN_HOME = "home";
private static final String COLUMN_OFFICE = "office";
private Connection connection;
public static void main(String[] args) throws Exception {
Configuration config = HBaseConfiguration.create();
Connection connection = ConnectionFactory.createConnection(config);
TestFilter t = new TestFilter(connection);
t.test();
connection.close();
}
public TestFilter(Connection connection) {
this.connection = connection;
}
private void test() throws IOException, DeserializationException {
createTable();
prepare();
System.out.println("---------- Row Filter ----------");
filter(new RowFilter(CompareOperator.EQUAL, new BinaryComparator(Bytes.toBytes("row_2"))));
filter(new RowFilter(CompareOperator.LESS_OR_EQUAL, new BinaryComparator(Bytes.toBytes("row_5"))));
filter(new RowFilter(CompareOperator.EQUAL, new RegexStringComparator("row_*")));
System.out.println("---------- Family Filter ----------");
filter(new FamilyFilter(CompareOperator.EQUAL, new BinaryComparator(Bytes.toBytes("base"))));
filter(new FamilyFilter(CompareOperator.EQUAL, new RegexStringComparator("address*")));
System.out.println("---------- Column Filter ----------");
filter(new QualifierFilter(CompareOperator.EQUAL, new BinaryComparator(Bytes.toBytes("username"))));
filter(new QualifierFilter(CompareOperator.EQUAL, new RegexStringComparator("home*")));
System.out.println("---------- Value Filter ----------");
filter(new ValueFilter(CompareOperator.EQUAL, new BinaryComparator(Bytes.toBytes("user_0"))));
filter(new ValueFilter(CompareOperator.EQUAL, new RegexStringComparator("password_*")));
System.out.println("---------- Single Column Value Filter ----------");
filter(new SingleColumnValueFilter(Bytes.toBytes("base"), Bytes.toBytes("username"),
CompareOperator.EQUAL, new BinaryComparator(Bytes.toBytes("user_0"))));
System.out.println("---------- Single Column Value Exclude Filter ----------");
filter(new SingleColumnValueExcludeFilter(Bytes.toBytes("base"), Bytes.toBytes("username"),
CompareOperator.EQUAL, new BinaryComparator(Bytes.toBytes("user_0"))));
deleteTable();
}
private void createTable() throws IOException {
Admin admin = connection.getAdmin();
try {
TableDescriptor tableDesc = TableDescriptorBuilder.newBuilder(TableName.valueOf(TABLE_NAME))
.addColumnFamily(ColumnFamilyDescriptorBuilder.newBuilder(Bytes.toBytes(COLUMN_FAMILY_BASE)).build())
.addColumnFamily(ColumnFamilyDescriptorBuilder.newBuilder(Bytes.toBytes(COLUMN_FAMILY_ADDRESS)).build())
.build();
admin.createTable(tableDesc);
} finally {
admin.close();
}
}
private void deleteTable() throws IOException {
Admin admin = connection.getAdmin();
try {
admin.disableTable(TableName.valueOf(TABLE_NAME));
admin.deleteTable(TableName.valueOf(TABLE_NAME));
} finally {
admin.close();
}
}
private void prepare() throws IOException {
Table table = connection.getTable(TableName.valueOf(TABLE_NAME));
List<Row> actions = new ArrayList<Row>();
for (int i = 0; i < 10; i ) {
Put put = new Put(Bytes.toBytes("row_" i));
put.addColumn(Bytes.toBytes(COLUMN_FAMILY_BASE), Bytes.toBytes(COLUMN_USERNAME), Bytes.toBytes("user_" i));
put.addColumn(Bytes.toBytes(COLUMN_FAMILY_BASE), Bytes.toBytes(COLUMN_PASSWORD), Bytes.toBytes("password_" i));
put.addColumn(Bytes.toBytes(COLUMN_FAMILY_ADDRESS), Bytes.toBytes(COLUMN_HOME), Bytes.toBytes("home_" i));
put.addColumn(Bytes.toBytes(COLUMN_FAMILY_ADDRESS), Bytes.toBytes(COLUMN_OFFICE), Bytes.toBytes("office_" i));
actions.add(put);
}
Object[] results = new Object[actions.size()];
try {
table.batch(actions, results);
} catch (InterruptedException e) {
e.printStackTrace();
}
table.close();
}
private void filter(Filter filter) throws IOException {
Table table = connection.getTable(TableName.valueOf(TABLE_NAME));
Scan scan = new Scan();
scan.setFilter(filter);
ResultScanner resultScanner = table.getScanner(scan);
Iterator<Result> it = resultScanner.iterator();
while (it.hasNext()) {
Result result = it.next();
printRow(result);
}
resultScanner.close();
table.close();
}
private void printRow(Result result) {
if (Bytes.toString(result.getRow()) != null) {
StringBuilder sb = new StringBuilder();
sb.append(Bytes.toString(result.getRow()));
sb.append("[");
sb.append("base:username=" Bytes.toString(result.getValue(Bytes.toBytes("base"), Bytes.toBytes("username"))));
sb.append(", base:password=" Bytes.toString(result.getValue(Bytes.toBytes("base"), Bytes.toBytes("password"))));
sb.append(", address:home=" Bytes.toString(result.getValue(Bytes.toBytes("address"), Bytes.toBytes("home"))));
sb.append(", address:office=" Bytes.toString(result.getValue(Bytes.toBytes("address"), Bytes.toBytes("office"))));
sb.append("]");
System.out.println(sb.toString());
}
}
}
