如何将hdfs的文件信息插入到建好的Hbase表,用java API
时间: 2024-02-24 22:53:13 浏览: 57
hbase的java客户端api操作示例代码.zip
好的,您可以按照以下步骤使用Java API将HDFS的文件信息插入到HBase表中:
1. 引入HBase和Hadoop的依赖
```
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-common</artifactId>
<version>${hadoop.version}</version>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-hdfs</artifactId>
<version>${hadoop.version}</version>
</dependency>
<dependency>
<groupId>org.apache.hbase</groupId>
<artifactId>hbase-client</artifactId>
<version>${hbase.version}</version>
</dependency>
```
2. 初始化HDFS和HBase的配置
```
Configuration conf = new Configuration();
conf.set("fs.defaultFS", "hdfs://localhost:9000");
Configuration hbaseConf = HBaseConfiguration.create();
hbaseConf.set("hbase.zookeeper.quorum", "localhost");
hbaseConf.set("hbase.zookeeper.property.clientPort", "2181");
```
3. 获取HDFS文件系统和HBase表
```
FileSystem fs = FileSystem.get(conf);
Table table = ConnectionFactory.createConnection(hbaseConf).getTable(TableName.valueOf("students"));
```
4. 读取HDFS文件信息,并将数据插入到HBase表中
```
Path path = new Path("/input/scores.txt");
FSDataInputStream inputStream = fs.open(path);
BufferedReader reader = new BufferedReader(new InputStreamReader(inputStream));
String line = reader.readLine();
while (line != null) {
String[] fields = line.split(",");
Put put = new Put(Bytes.toBytes(fields[0]));
put.addColumn(Bytes.toBytes("info"), Bytes.toBytes("name"), Bytes.toBytes(fields[1]));
put.addColumn(Bytes.toBytes("scores"), Bytes.toBytes("语文"), Bytes.toBytes(fields[2]));
put.addColumn(Bytes.toBytes("scores"), Bytes.toBytes("数学"), Bytes.toBytes(fields[3]));
put.addColumn(Bytes.toBytes("scores"), Bytes.toBytes("英语"), Bytes.toBytes(fields[4]));
table.put(put);
line = reader.readLine();
}
reader.close();
table.close();
```
这将读取HDFS上的scores.txt文件,并将其中的学生信息插入到HBase表中。您需要将路径和列族、列名对应修改为您的实际情况。
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