Data Conversion using : Map, for/yield etc...

scala> // Step 1

scala> val inputList = List(  "data=first data || key1=r1v1 || key2=",
     |                        "data=second data || key1=r2v1 || key2=r2v2",
     |                        "key1=r3v1"
     |                       )
inputList: List[String] = List(data=first data || key1=r1v1 || key2=, data=second data || key1=r2v1 || key2=r2v2, key1=r3v1)

scala> // Step 2

scala> val splitted = inputList.map{ x =>
     |   x.split("\\|\\|")
     |    .map(_.trim)
     | }
splitted: List[Array[String]] = List(Array(data=first data, key1=r1v1, key2=), Array(data=second data, key1=r2v1, key2=r2v2), Array(key1=r3v1))

scala> // Step 3

scala> val filteredList = splitted.map{ x =>
     |   val retval = for { element <- x
     |       val keyNval = element.split("=")
     |       if keyNval.size >= 2
     |     } yield {
     |       val splitted = element.split("=")
     |       // Create Tuple of Key and Value
     |       splitted(0) -> splitted(1)
     |     }
     |   retval
     | }
warning: there were 1 deprecation warning(s); re-run with -deprecation for details
filteredList: List[Array[(String, String)]] = List(Array((data,first data), (key1,r1v1)), Array((data,second data), (key1,r2v1), (key2,r2v2)), Array((key1,r3v1)))

scala> // Step 4

scala> val dnryList = filteredList.map{ x =>
     |   x.toMap
     | }
dnryList: List[scala.collection.immutable.Map[String,String]] = List(Map(data -> first data, key1 -> r1v1), Map(data -> second data, key1 -> r2v1, key2 -> r2v2), Map(key1 -> r3v1))

scala> // Step 5

scala> val filteredDnryList = dnryList.filter{ x =>
     |   if (x.getOrElse("data", ()) != ())
     |     true
     |   else
     |     false
     | }
filteredDnryList: List[scala.collection.immutable.Map[String,String]] = List(Map(data -> first data, key1 -> r1v1), Map(data -> second data, key1 -> r2v1, key2 -> r2v2))

scala> // Step 6

scala> val keyvaluepairs = filteredDnryList.map { x =>
     |   val data = x.getOrElse("data", "")
     |   (data, x)
     | }
keyvaluepairs: List[(String, scala.collection.immutable.Map[String,String])] = List((first data,Map(data -> first data, key1 -> r1v1)), (second data,Map(data -> second data, key1 -> r2v1, key2 -> r2v2)))

scala> // Step 7

scala> val words = keyvaluepairs.flatMap{ x =>
     |   //Underscore (_) is used as a Placeholder indicator
     |   val xsplitted = x._1.split(" ").map(_.trim)
     |   val wordNmeta = for { element <- xsplitted
     |     } yield {
     |       (element, x._2)
     |     }
     |   wordNmeta
     | }
words: List[(String, scala.collection.immutable.Map[String,String])] = List((first,Map(data -> first data, key1 -> r1v1)), (data,Map(data -> first data, key1 -> r1v1)), (second,Map(data -> second data, key1 -> r2v1, key2 -> r2v2)), (data,Map(data -> second data, key1 -> r2v1, key2 -> r2v2)))

c200 > a15