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Posted to issues@spark.apache.org by "Jakob Odersky (JIRA)" <ji...@apache.org> on 2015/12/16 22:43:46 UTC
[jira] [Updated] (SPARK-12350) VectorAssembler#transform()
initially throws an exception
[ https://issues.apache.org/jira/browse/SPARK-12350?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Jakob Odersky updated SPARK-12350:
----------------------------------
Component/s: (was: ML)
Spark Shell
Spark Core
> VectorAssembler#transform() initially throws an exception
> ---------------------------------------------------------
>
> Key: SPARK-12350
> URL: https://issues.apache.org/jira/browse/SPARK-12350
> Project: Spark
> Issue Type: Bug
> Components: Spark Core, Spark Shell
> Environment: sparkShell command from sbt
> Reporter: Jakob Odersky
> Assignee: Apache Spark
>
> Calling VectorAssembler.transform() initially throws an exception, subsequent calls work.
> h3. Steps to reproduce
> In spark-shell,
> 1. Create a dummy dataframe and define an assembler
> {code}
> import org.apache.spark.ml.feature.VectorAssembler
> val df = sc.parallelize(List((1,2), (3,4))).toDF
> val assembler = new VectorAssembler().setInputCols(Array("_1", "_2")).setOutputCol("features")
> {code}
> 2. Run
> {code}
> assembler.transform(df).show
> {code}
> Initially the following exception is thrown:
> {code}
> 15/12/15 16:20:19 ERROR TransportRequestHandler: Error opening stream /classes/org/apache/spark/sql/catalyst/expressions/Object.class for request from /9.72.139.102:60610
> java.lang.IllegalArgumentException: requirement failed: File not found: /classes/org/apache/spark/sql/catalyst/expressions/Object.class
> at scala.Predef$.require(Predef.scala:233)
> at org.apache.spark.rpc.netty.NettyStreamManager.openStream(NettyStreamManager.scala:60)
> at org.apache.spark.network.server.TransportRequestHandler.processStreamRequest(TransportRequestHandler.java:136)
> at org.apache.spark.network.server.TransportRequestHandler.handle(TransportRequestHandler.java:106)
> at org.apache.spark.network.server.TransportChannelHandler.channelRead0(TransportChannelHandler.java:104)
> at org.apache.spark.network.server.TransportChannelHandler.channelRead0(TransportChannelHandler.java:51)
> at io.netty.channel.SimpleChannelInboundHandler.channelRead(SimpleChannelInboundHandler.java:105)
> at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:308)
> at io.netty.channel.AbstractChannelHandlerContext.fireChannelRead(AbstractChannelHandlerContext.java:294)
> at io.netty.handler.timeout.IdleStateHandler.channelRead(IdleStateHandler.java:266)
> at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:308)
> at io.netty.channel.AbstractChannelHandlerContext.fireChannelRead(AbstractChannelHandlerContext.java:294)
> at io.netty.handler.codec.MessageToMessageDecoder.channelRead(MessageToMessageDecoder.java:103)
> at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:308)
> at io.netty.channel.AbstractChannelHandlerContext.fireChannelRead(AbstractChannelHandlerContext.java:294)
> at org.apache.spark.network.util.TransportFrameDecoder.channelRead(TransportFrameDecoder.java:86)
> at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:308)
> at io.netty.channel.AbstractChannelHandlerContext.fireChannelRead(AbstractChannelHandlerContext.java:294)
> at io.netty.channel.DefaultChannelPipeline.fireChannelRead(DefaultChannelPipeline.java:846)
> at io.netty.channel.nio.AbstractNioByteChannel$NioByteUnsafe.read(AbstractNioByteChannel.java:131)
> at io.netty.channel.nio.NioEventLoop.processSelectedKey(NioEventLoop.java:511)
> at io.netty.channel.nio.NioEventLoop.processSelectedKeysOptimized(NioEventLoop.java:468)
> at io.netty.channel.nio.NioEventLoop.processSelectedKeys(NioEventLoop.java:382)
> at io.netty.channel.nio.NioEventLoop.run(NioEventLoop.java:354)
> at io.netty.util.concurrent.SingleThreadEventExecutor$2.run(SingleThreadEventExecutor.java:111)
> at java.lang.Thread.run(Thread.java:745)
> {code}
> Subsequent calls work:
> {code}
> +---+---+---------+
> | _1| _2| features|
> +---+---+---------+
> | 1| 2|[1.0,2.0]|
> | 3| 4|[3.0,4.0]|
> +---+---+---------+
> {code}
> It seems as though there is some internal state that is not initialized.
> [~iyounus] originally found this issue.
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