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HBaseInput.scala
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HBaseInput.scala
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/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package examples
import org.apache.hadoop.hbase.client.HBaseAdmin
import org.apache.hadoop.hbase.{HBaseConfiguration, HTableDescriptor, TableName}
import org.apache.hadoop.hbase.mapreduce.TableInputFormat
import org.apache.hadoop.hbase.KeyValue.Type
import org.apache.hadoop.hbase.HConstants
import org.apache.hadoop.hbase.util.Bytes
import org.apache.hadoop.hbase.CellUtil
import org.apache.spark._
import scala.collection.JavaConverters._
object HBaseInput {
def main(args: Array[String]) {
val sparkConf = new SparkConf().setAppName("HBaseTest")
val sc = new SparkContext(sparkConf)
val conf = HBaseConfiguration.create()
// Other options for hbase configuration are available, please check
// http://hbase.apache.org/apidocs/org/apache/hadoop/hbase/HConstants.html
conf.set(HConstants.ZOOKEEPER_QUORUM, args(0))
// Other options for configuring scan behavior are available. More information available at
// http://hbase.apache.org/apidocs/org/apache/hadoop/hbase/mapreduce/TableInputFormat.html
conf.set(TableInputFormat.INPUT_TABLE, args(1))
// Initialize hBase table if necessary
val admin = new HBaseAdmin(conf)
if (!admin.isTableAvailable(args(1))) {
val tableDesc = new HTableDescriptor(TableName.valueOf(args(1)))
admin.createTable(tableDesc)
}
val hBaseRDD = sc.newAPIHadoopRDD(conf, classOf[TableInputFormat],
classOf[org.apache.hadoop.hbase.io.ImmutableBytesWritable],
classOf[org.apache.hadoop.hbase.client.Result])
//keyValue is a RDD[java.util.list[hbase.KeyValue]]
val keyValue = hBaseRDD.map(x => x._2).map(_.list)
//outPut is a RDD[String], in which each line represents a record in HBase
val outPut = keyValue.flatMap(x => x.asScala.map(cell =>
"columnFamily=%s,qualifier=%s,timestamp=%s,type=%s,value=%s".format(
Bytes.toStringBinary(CellUtil.cloneFamily(cell)),
Bytes.toStringBinary(CellUtil.cloneQualifier(cell)),
cell.getTimestamp.toString,
Type.codeToType(cell.getTypeByte),
Bytes.toStringBinary(CellUtil.cloneValue(cell))
)
)
)
outPut.foreach(println)
sc.stop()
}
}