我使用spark EC2腳本設置了spark集羣。我設置了集羣,現在我正試圖在HDFS上放置一個文件,以便我的集羣能夠正常工作。在Amazon EC2上使用HDFS和Apache Spark
在我的主人我有一個文件data.txt
。我做ephemeral-hdfs/bin/hadoop fs -put data.txt /data.txt
現在,在我的代碼把它添加到HDFS,我有:
Exception in thread "main" java.net.UnknownHostException: unknown host: data.txt
at org.apache.hadoop.ipc.Client$Connection.<init>(Client.java:214)
at org.apache.hadoop.ipc.Client.getConnection(Client.java:1196)
at org.apache.hadoop.ipc.Client.call(Client.java:1050)
at org.apache.hadoop.ipc.RPC$Invoker.invoke(RPC.java:225)
at com.sun.proxy.$Proxy6.getProtocolVersion(Unknown Source)
at org.apache.hadoop.ipc.RPC.getProxy(RPC.java:396)
at org.apache.hadoop.ipc.RPC.getProxy(RPC.java:379)
at org.apache.hadoop.hdfs.DFSClient.createRPCNamenode(DFSClient.java:119)
at org.apache.hadoop.hdfs.DFSClient.<init>(DFSClient.java:238)
at org.apache.hadoop.hdfs.DFSClient.<init>(DFSClient.java:203)
at org.apache.hadoop.hdfs.DistributedFileSystem.initialize(DistributedFileSystem.java:89)
at org.apache.hadoop.fs.FileSystem.createFileSystem(FileSystem.java:1386)
at org.apache.hadoop.fs.FileSystem.access$200(FileSystem.java:66)
at org.apache.hadoop.fs.FileSystem$Cache.get(FileSystem.java:1404)
at org.apache.hadoop.fs.FileSystem.get(FileSystem.java:254)
at org.apache.hadoop.fs.Path.getFileSystem(Path.java:187)
at org.apache.hadoop.mapred.FileInputFormat.listStatus(FileInputFormat.java:176)
at org.apache.hadoop.mapred.FileInputFormat.getSplits(FileInputFormat.java:208)
at org.apache.spark.rdd.HadoopRDD.getPartitions(HadoopRDD.scala:203)
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.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$2.apply(RDD.scala:217)
at scala.Option.getOrElse(Option.scala:120)
at org.apache.spark.rdd.RDD.partitions(RDD.scala:217)
at org.apache.spark.RangePartitioner.<init>(Partitioner.scala:123)
at org.apache.spark.rdd.OrderedRDDFunctions.sortByKey(OrderedRDDFunctions.scala:62)
at org.apache.spark.rdd.RDD.sortBy(RDD.scala:488)
at org.apache.spark.api.java.JavaRDD.sortBy(JavaRDD.scala:188)
at SimpleApp.sortBy(SimpleApp.java:118)
at SimpleApp.main(SimpleApp.java:30)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:606)
at org.apache.spark.deploy.SparkSubmit$.org$apache$spark$deploy$SparkSubmit$$runMain(SparkSubmit.scala:569)
at org.apache.spark.deploy.SparkSubmit$.doRunMain$1(SparkSubmit.scala:166)
at org.apache.spark.deploy.SparkSubmit$.submit(SparkSubmit.scala:189)
at org.apache.spark.deploy.SparkSubmit$.main(SparkSubmit.scala:110)
at org.apache.spark.deploy.SparkSubmit.main(SparkSubmit.scala)
如何正確把這個文件:
JavaRDD<String> rdd = sc.textFile("hdfs://data.txt",8);
我這樣做時得到一個異常到HDFS中,以便我可以使用我的集羣開始處理數據集?我也試過只需添加本地文件路徑,例如:
JavaRDD<String> rdd = sc.textFile("/home/ec2-user/data.txt",8);
當我做到這一點,並提交一份工作爲:
./spark/bin/spark-submit --class SimpleApp --master spark://ec2-xxx.amazonaws.com:7077 --total-executor-cores 8 /home/ec2-user/simple-project-1.0.jar
我只有一個執行者和集羣唐在工作節點似乎沒有捲入。我認爲這是因爲我使用的是本地文件,而ec2沒有NFS。