Created
June 1, 2012 01:59
-
-
Save seratch/2848053 to your computer and use it in GitHub Desktop.
Iris data set reader example
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| import util.control.Exception._ | |
| def using[R <: { def close() }, A](resource: R)(f: R => A): A = ultimately { | |
| ignoring(classOf[Throwable]) apply resource.close() | |
| } apply f(resource) | |
| case class Sepal(length: Double, width: Double) | |
| case class Petal(length: Double, width: Double) | |
| case class Species(name: String) | |
| case class Iris(sepal: Sepal, petal: Petal, species: Species) | |
| def extract(line: String): Option[Iris] = line.split(",") match { | |
| case Array(sl, sw, pl, pw, s) => | |
| Some(Iris(Sepal(sl.toDouble, sw.toDouble), Petal(pl.toDouble, pw.toDouble), Species(s))) | |
| case _ => None | |
| } | |
| import java.io._ | |
| println("---(while)---") | |
| using(new FileReader("iris.csv")) { fr => | |
| using(new BufferedReader(fr)) { br => | |
| var line: String = null | |
| while ({line = br.readLine(); line != null}) { println(line) } | |
| } | |
| } | |
| println("---(foreach)---") | |
| using(new FileReader("iris.csv")) { fr => | |
| using(new BufferedReader(fr)) { br => | |
| Iterator.continually(br.readLine()).takeWhile(_ != null).foreach { line => println(line) } | |
| } | |
| } | |
| println("---(map)---") | |
| try { | |
| using(new FileReader("iris.csv")) { fr => | |
| using(new BufferedReader(fr)) { br => | |
| Iterator.continually(br.readLine()).takeWhile(_ != null).map { line => extract(line) } | |
| }.toSeq.flatten | |
| }.foreach(iris => println(iris)) | |
| } catch { case e => e.printStackTrace() | |
| /* java.io.IOException: Stream closed | |
| at java.io.BufferedReader.ensureOpen(BufferedReader.java:97) | |
| at java.io.BufferedReader.readLine(BufferedReader.java:292) | |
| at java.io.BufferedReader.readLine(BufferedReader.java:362) | |
| at Main$$anon$1$$anonfun$2$$anonfun$apply$5$$anonfun$apply$6.apply(reader.scala:32) */ | |
| } | |
| println("---(foldLeft)---") | |
| using(new FileReader("iris.csv")) { fr => | |
| using(new BufferedReader(fr)) { br => | |
| Iterator.continually(br.readLine()).takeWhile(_ != null) | |
| .foldLeft(List[Option[Iris]]()) { case (seq, line) => extract(line) :: seq } | |
| }.flatten | |
| }.foreach(iris => println(iris)) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment