Created
June 18, 2014 15:21
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package fpexample | |
import scala.util.Try | |
import scala.io.Source | |
case class Record[K,+A](key: K, fields: A) { | |
def map[B](f: A => B): Record[K, B] = Record(key, f(fields)) | |
} | |
object DataMunger { | |
val file = """ | |
|1,banana,3.5566 | |
|2,apple,66.0 | |
|3,cumquat,-0.3 | |
|4,durian,88.722 | |
|5,pear,77.99 | |
""".stripMargin | |
def swap[K,A,B](record: Record[K, (A,B)]): Record[K, (B,A)] = | |
record.map(_.swap) | |
def marketingBlurb(name: String, price: Double): String = | |
s"Wow! Such $name. For you, only $price doglars" | |
def addMarketingBlurb[K](record: Record[K, (String, Double)]): Record[K, (String,Double,String)] = | |
record.map { | |
case (name, price) => (name, price, marketingBlurb(name, price)) | |
} | |
type ID = Int | |
type OurRecordFormat = Record[ID, (String, Double)] | |
def readRecord(line: String): Option[OurRecordFormat] = { | |
def splitLine(line: String): List[String] = line.split(",").toList | |
def coerceCells(cells: List[String]): Option[OurRecordFormat] = { | |
def coerceInt(str: String): Option[Int] = Try(str.toInt).toOption | |
def coerceDouble(str: String): Option[Double] = Try(str.toDouble).toOption | |
def createRecord(keyStr: String, a: String, bStr: String) = for { | |
key <- coerceInt(keyStr) | |
b <- coerceDouble(bStr) | |
} yield Record(key, (a,b)) | |
cells match { | |
case keyStr :: a :: bStr :: Nil => createRecord(keyStr, a, bStr) | |
case _ => None | |
} | |
} | |
coerceCells(splitLine(line)) | |
} | |
def main(args: Array[String]): Unit = { | |
val validRecords = Source.fromString(file).getLines.flatMap(readRecord).toList | |
val swapped = validRecords map swap | |
val withMarketingBlurb = validRecords map addMarketingBlurb | |
println(s"\nSwapped: \n${swapped.mkString(",\n")}") | |
println(s"\nWith marketing blurb: \n${withMarketingBlurb.mkString(",\n")}") | |
} | |
} |
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