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https://issues.apache.org/jira/browse/SPARK-19133?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Felix Cheung resolved SPARK-19133.
----------------------------------
Resolution: Fixed
Fix Version/s: 2.2.0
Target Version/s: 2.2.0
> SparkR glm Gamma family results in error
> ----------------------------------------
>
> Key: SPARK-19133
> URL: https://issues.apache.org/jira/browse/SPARK-19133
> Project: Spark
> Issue Type: Bug
> Components: ML, SparkR
> Affects Versions: 2.1.0
> Reporter: Felix Cheung
> Assignee: Felix Cheung
> Fix For: 2.2.0
>
>
> > glm(y~1,family=Gamma, data = dy)
> 17/01/09 06:10:47 ERROR RBackendHandler: fit on
> org.apache.spark.ml.r.GeneralizedLinearRegressionWrapper failed
> java.lang.reflect.InvocationTargetException
> at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
> at
> sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
> at
> sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
> at java.lang.reflect.Method.invoke(Method.java:498)
> at
> org.apache.spark.api.r.RBackendHandler.handleMethodCall(RBackendHandler.scala:167)
> at
> org.apache.spark.api.r.RBackendHandler.channelRead0(RBackendHandler.scala:108)
> at
> org.apache.spark.api.r.RBackendHandler.channelRead0(RBackendHandler.scala:40)
> at
> io.netty.channel.SimpleChannelInboundHandler.channelRead(SimpleChannelInboundHandler.java:105)
> at
> io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:367)
> at
> io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:353)
> at
> io.netty.channel.AbstractChannelHandlerContext.fireChannelRead(AbstractChannelHandlerContext.java:346)
> at
> io.netty.handler.timeout.IdleStateHandler.channelRead(IdleStateHandler.java:266)
> at
> io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:367)
> at
> io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:353)
> at
> io.netty.channel.AbstractChannelHandlerContext.fireChannelRead(AbstractChannelHandlerContext.java:346)
> at
> io.netty.handler.codec.MessageToMessageDecoder.channelRead(MessageToMessageDecoder.java:102)
> at
> io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:367)
> at
> io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:353)
> at
> io.netty.channel.AbstractChannelHandlerContext.fireChannelRead(AbstractChannelHandlerContext.java:346)
> at
> io.netty.handler.codec.ByteToMessageDecoder.fireChannelRead(ByteToMessageDecoder.java:293)
> at
> io.netty.handler.codec.ByteToMessageDecoder.channelRead(ByteToMessageDecoder.java:267)
> at
> io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:367)
> at
> io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:353)
> at
> io.netty.channel.AbstractChannelHandlerContext.fireChannelRead(AbstractChannelHandlerContext.java:346)
> at
> io.netty.channel.DefaultChannelPipeline$HeadContext.channelRead(DefaultChannelPipeline.java:1294)
> at
> io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:367)
> at
> io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:353)
> at
> io.netty.channel.DefaultChannelPipeline.fireChannelRead(DefaultChannelPipeline.java:911)
> at
> io.netty.channel.nio.AbstractNioByteChannel$NioByteUnsafe.read(AbstractNioByteChannel.java:131)
> at
> io.netty.channel.nio.NioEventLoop.processSelectedKey(NioEventLoop.java:652)
> at
> io.netty.channel.nio.NioEventLoop.processSelectedKeysOptimized(NioEventLoop.java:575)
> at
> io.netty.channel.nio.NioEventLoop.processSelectedKeys(NioEventLoop.java:489)
> at io.netty.channel.nio.NioEventLoop.run(NioEventLoop.java:451)
> at
> io.netty.util.concurrent.SingleThreadEventExecutor$2.run(SingleThreadEventExecutor.java:140)
> at
> io.netty.util.concurrent.DefaultThreadFactory$DefaultRunnableDecorator.run(DefaultThreadFactory.java:144)
> at java.lang.Thread.run(Thread.java:745)
> Caused by: java.lang.IllegalArgumentException: glm_e3483764cdf9 parameter
> family given invalid value Gamma.
> at org.apache.spark.ml.param.Param.validate(params.scala:77)
> at org.apache.spark.ml.param.ParamPair.<init>(params.scala:528)
> at org.apache.spark.ml.param.Param.$minus$greater(params.scala:87)
> at org.apache.spark.ml.param.Params$class.set(params.scala:609)
> at org.apache.spark.ml.PipelineStage.set(Pipeline.scala:42)
> at
> org.apache.spark.ml.regression.GeneralizedLinearRegression.setFamily(GeneralizedLinearRegression.scala:157)
> at
> org.apache.spark.ml.r.GeneralizedLinearRegressionWrapper$.fit(GeneralizedLinearRegressionWrapper.scala:85)
> at
> org.apache.spark.ml.r.GeneralizedLinearRegressionWrapper.fit(GeneralizedLinearRegressionWrapper.scala)
> ... 36 more
> Error in handleErrors(returnStatus, conn) :
> java.lang.IllegalArgumentException: glm_e3483764cdf9 parameter family given
> invalid value Gamma.
> at org.apache.spark.ml.param.Param.validate(params.scala:77)
> at org.apache.spark.ml.param.ParamPair.<init>(params.scala:528)
> at org.apache.spark.ml.param.Param.$minus$greater(params.scala:87)
> at org.apache.spark.ml.param.Params$class.set(params.scala:609)
> at org.apache.spark.ml.PipelineStage.set(Pipeline.scala:42)
> at
> org.apache.spark.ml.regression.GeneralizedLinearRegression.setFamily(GeneralizedLinearRegression.scala:157)
> at
> org.apache.spark.ml.r.GeneralizedLinearRegressionWrapper$.fit(GeneralizedLinearRegressionWrapper.scala:85)
> at
> org.apache.spark.ml.r.GeneralizedLinearRegressionWrapper.fit(GeneralizedLinearRegressionWrapper.scala)
> at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
> at
> sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
> at
> sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
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