Reputation: 309
I am trying to read data from HBase using Spark. Versions I'm using is Spark 1.3.1 and Hbase 1.1.1. I am getting following error
ERROR TableInputFormat: java.lang.NullPointerException
at org.apache.hadoop.hbase.TableName.valueOf(TableName.java:417)
at org.apache.hadoop.hbase.client.HTable.<init>(HTable.java:159)
at org.apache.hadoop.hbase.mapreduce.TableInputFormat.setConf(TableInputFormat.java:101)
at org.apache.spark.rdd.NewHadoopRDD.getPartitions(NewHadoopRDD.scala:91)
at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:219)
at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:217)
at scala.Option.getOrElse(Option.scala:120)
at org.apache.spark.rdd.RDD.partitions(RDD.scala:217)
at org.apache.spark.rdd.MapPartitionsRDD.getPartitions(MapPartitionsRDD.scala:32)
at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:219)
at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:217)
at scala.Option.getOrElse(Option.scala:120)
at org.apache.spark.rdd.RDD.partitions(RDD.scala:217)
at org.apache.spark.ShuffleDependency.<init>(Dependency.scala:82)
at org.apache.spark.rdd.ShuffledRDD.getDependencies(ShuffledRDD.scala:80)
at org.apache.spark.rdd.RDD$$anonfun$dependencies$2.apply(RDD.scala:206)
at org.apache.spark.rdd.RDD$$anonfun$dependencies$2.apply(RDD.scala:204)
at scala.Option.getOrElse(Option.scala:120)
at org.apache.spark.rdd.RDD.dependencies(RDD.scala:204)
at org.apache.spark.scheduler.DAGScheduler.org$apache$spark$scheduler$DAGScheduler$$getPreferredLocsInternal(DAGScheduler.scal
The code is as follows
public static void main( String[] args )
{
String TABLE_NAME = "Hello";
HTable table=null;
SparkConf sparkConf = new SparkConf();
sparkConf.setAppName("Data Reader").setMaster("local[1]");
sparkConf.set("spark.executor.extraClassPath", "$(hbase classpath)");
JavaSparkContext sparkContext = new JavaSparkContext(sparkConf);
Configuration hbConf = HBaseConfiguration.create();
hbConf.set("zookeeper.znode.parent", "/hbase-unsecure");
try {
table = new HTable(hbConf, Bytes.toBytes(TABLE_NAME));
} catch (IOException e) {
e.printStackTrace();
}
JavaPairRDD<ImmutableBytesWritable, Result> hBaseRDD = sparkContext
.newAPIHadoopRDD(
hbConf,
TableInputFormat.class,
org.apache.hadoop.hbase.io.ImmutableBytesWritable.class,
org.apache.hadoop.hbase.client.Result.class);
hBaseRDD.coalesce(1, true);
System.out.println("Count "+hBaseRDD.count());
//.saveAsTextFile("hBaseRDD");
try {
table.close();
sparkContext.close();
} catch (IOException e) {
// TODO Auto-generated catch block
e.printStackTrace();
}
}
I am not able to resolve the Issue. I am using Hortonworks Sandbox for this.
Upvotes: 0
Views: 1722
Reputation: 1581
You have write:
try {
table = new HTable(hbConf, Bytes.toBytes(TABLE_NAME));
} catch (IOException e) {
e.printStackTrace();
}
IF YOU'RE USING 1.1.1 api:
In the devapidocs I can see only two constructor:
protected HTable(ClusterConnection conn, BufferedMutatorParams params) For internal testing.
protected HTable(TableName tableName, ClusterConnection connection, TableConfiguration tableConfig, RpcRetryingCallerFactory rpcCallerFactory, RpcControllerFactory rpcControllerFactory, ExecutorService pool) Creates an object to access a HBase table.
The constructor of params for the first constructor is: BufferedMutatorParams(TableName tableName)
and TableName has no constructor.
So you have to initialize your HTable like this:
table = new HTable(hbConf, new bufferedMutatorParams(TableName.valueOf(TABLE_NAME))
IF YOU'RE USING 0.94 API:
The constructors of HTBale are:
HTable(byte[] tableName, HConnection connection) Creates an object to access a HBase table. HTable(byte[] tableName, HConnection connection, ExecutorService pool) Creates an object to access a HBase table.
HTable(org.apache.hadoop.conf.Configuration conf, byte[] tableName) Creates an object to access a HBase table.
HTable(org.apache.hadoop.conf.Configuration conf, byte[] tableName, ExecutorService pool) Creates an object to access a HBase table.
HTable(org.apache.hadoop.conf.Configuration conf, String tableName) Creates an object to access a HBase table.
So, look ath the last, you need only to pass the String name not the bytes[]
table = new HTable(hbConf, TABLE_NAME);
it should be ok.
Upvotes: 2