Get an exception while converting a Spark Dataframe to H2OFrame using either of the approaches below:
// Converting Spark dataframe - pcaData to H2O dataframe
import h2oContext.implicits._
val h2oFrame: H2OFrame = pcaData
or
val h2oFrame = h2oContext.asH2OFrame(pcaData)
The error that I see is:
10-10 14:56:47.698 127.0.0.1:54325 32027 main INFO: Locking cloud to new members, because water.Lockable
Exception in thread "main" java.lang.NoSuchMethodError: water.fvec.Frame.update()Lwater/Lockable;
at org.apache.spark.h2o.H2OContext$.initFrame(H2OContext.scala:738)
at org.apache.spark.h2o.H2OContext$.toH2OFrame(H2OContext.scala:419)
at org.apache.spark.h2o.H2OContext.asH2OFrame(H2OContext.scala:83)
at org.apache.spark.h2o.H2OContext.asH2OFrame(H2OContext.scala:82)
at SparklingWaterDemo$.main(SparklingWaterDemo.scala:91)
at SparklingWaterDemo.main(SparklingWaterDemo.scala)
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 com.intellij.rt.execution.application.AppMain.main(AppMain.java:144)
I am using Spark version 1.6.1, Sparkling Water version 1.6.4, Scala version 2.10.4 and h2o-scala version 3.6.0.12. Any suggestions or insights ?
Thanks,
Nisha
Was able to fix this. It was a library version issue, changed the h2o-scala version to 3.8.2.6.