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Posted to user@spark.apache.org by Sunita Arvind <su...@gmail.com> on 2015/04/26 23:29:53 UTC
Spark SQL - Registerfunction throwing MissingRequirementError in
JavaMirror with primordial classloader
Hi All,
I am trying to use a function within spark sql which accepts 2 - 4
arguments. I was able to get through compilation errors however, I see the
attached runtime exception when trying from Spark SQL.
(refer attachment for the complete stacktrace- StackTraceFor_runTestInSQL)
The function itself works well when tried as a regular function.
Here is how I am trying it:
************************************************************************************************************************************************
//Also tried without the defaulted fmt parameters in the definition. The
issue persists.
def within10yrs(FromDT: String, ToDT: String, fmt1:
DateTimeFormatter=dateFormats.YYYYMMDDHHMISS,fmt2:
DateTimeFormatter=dateFormats.YYYYMMDD):Boolean={
println("Compute Within 10 years only if date2 is greater than date1")
val yrsBetn = Years.yearsBetween(toDateTime(FromDT,fmt1),
toDateTime(ToDT,fmt2)).getYears
val in10 =yrsBetn match {
case x if(x > 0 && x <= 10) => true
case _ => false
}
println("FromDT =" + FromDT + "ToDT =" + ToDT + "within10years =" + in10
+ " actual number of years is " + yrsBetn)
in10
}
************************************************************************************************************************************************
def runTestInSQL(sc:SparkContext): Unit = {
val sqlContext = new org.apache.spark.sql.SQLContext(sc)
sqlContext.setConf("spark.sql.parquet.binaryAsString", "true")
import sqlContext._
//Tried both the below variants to register the function:
// sqlContext.registerFunction("within10yrs",
(date1:String,date2:String,
fmt1:DateTimeFormatter,fmt2:DateTimeFormatter)=>within10yrs(date1,date2,fmt1,fmt2))
sqlContext.registerFunction("within10yrs",
(date1:String,date2:String)=>within10yrs(date1,date2))
val query1 = """ select a.col1,a.col2,a.col3,b.col4,b.col5
FROM a JOIN b on a.col1 = b.col1
WHERE within10yrs(b.col4,a.col3)
GROUP BY a.col1,
a.col2,
a.col3,
b.col4,
b.col5
"""
// The table b in the query above is a nested query actually and the sql
works well without the "WHERE within10yrs(b.col4,a.col3)". Hence skipping
the details to keep the problem
description simple.
val res1 = sqlContext.sql(query1)
res1.count() // Line number 70 as in the stack trace
}
Execution throws runtime exception:
----------------------------------------------------
//Stack trace available in the file named - StackTraceFor_runTestInSQL
************************************************************************************************************************************************
def testasStdAlone()={
val date1 = "2005-07-18 00:00:00"
val fmt1 = dateFormats.YYYYMMDDHHMISS
val date2 = "20150719"
val fmt2 = dateFormats.YYYYMMDD
println("date1 is " + date1 + " format is " +
dateFormats.YYYYMMDDHHMISS )
println("date2 is " + date2 + " format is " + dateFormats.YYYYMMDD )
//println("Within 10 years is " + within10yrs(date1,fmt1,date2,fmt2))
println("Within 10 years is " + within10yrs(date1,date2))
}
def main(x: Array[String]): Unit = {
val returned = testasStdAlone()
//testRollup()
println(returned)
}
Output as expected:
----------------------------
date1 is 2005-07-18 00:00:00 format is
org.joda.time.format.DateTimeFormatter@28d101f3
date2 is 20150719 format is org.joda.time.format.DateTimeFormatter@5e411af2
Within 10 years
FromDT =2005-07-18 00:00:00ToDT =20150719within10years =true actual number
of years is 10
Within 10 years is true
()
Appreciate any direction from the community.
regards
Sunita