I'm following the tutorial from Alvin Alexander to use Loan Pattern
Here is the code what I use -
val year = 2016
val nationalData = {
val source = io.Source.fromFile(s"resources/Babynames/names/yob$year.txt")
// names is iterator of String, split() gives the array
//.toArray & toSeq is a slow process compare to .toSet // .toSeq gives Stream Closed error
val names = source.getLines().filter(_.nonEmpty).map(_.split(",")(0)).toSet
source.close()
names
// println(names.mkString(","))
}
println("Names " + nationalData)
val info = for (stateFile <- new java.io.File("resources/Babynames/namesbystate").list(); if stateFile.endsWith(".TXT")) yield {
val source = io.Source.fromFile("resources/Babynames/namesbystate/" + stateFile)
val names = source.getLines().filter(_.nonEmpty).map(_.split(",")).
filter(a => a(2).toInt == year).map(a => a(3)).toArray // .toSet
source.close()
(stateFile.take(2), names)
}
println(info(0)._2.size + " names from state "+ info(0)._1)
println(info(1)._2.size + " names from state "+ info(1)._1)
for ((state, sname) <- info) {
println("State: " +state + " Coverage of name in "+ year+" "+ sname.count(n => nationalData.contains(n)).toDouble / nationalData.size) // Set doesn't have length method
}
This is how I applied readTextFile
, readTextFileWithTry
on the above code to learn/experiment Loan Pattern
in the above code
def using[A <: { def close(): Unit }, B](resource: A)(f: A => B): B =
try {
f(resource)
} finally {
resource.close()
}
def readTextFile(filename: String): Option[List[String]] = {
try {
val lines = using(fromFile(filename)) { source =>
(for (line <- source.getLines) yield line).toList
}
Some(lines)
} catch {
case e: Exception => None
}
}
def readTextFileWithTry(filename: String): Try[List[String]] = {
Try {
val lines = using(fromFile(filename)) { source =>
(for (line <- source.getLines) yield line).toList
}
lines
}
}
val year = 2016
val data = readTextFile(s"resources/Babynames/names/yob$year.txt") match {
case Some(lines) =>
val n = lines.filter(_.nonEmpty).map(_.split(",")(0)).toSet
println(n)
case None => println("couldn't read file")
}
val data1 = readTextFileWithTry("resources/Babynames/namesbystate")
data1 match {
case Success(lines) => {
val info = for (stateFile <- data1; if stateFile.endsWith(".TXT")) yield {
val source = fromFile("resources/Babynames/namesbystate/" + stateFile)
val names = source.getLines().filter(_.nonEmpty).map(_.split(",")).
filter(a => a(2).toInt == year).map(a => a(3)).toArray // .toSet
(stateFile.take(2), names)
println(names)
}
}
But in the second case, readTextFileWithTry
, I am getting the following error -
Failed, message is: java.io.FileNotFoundException: resources\Babynames\namesbystate (Access is denied)
I guess the reason for the failure is from SO what I understand -
I am trying to open the same file on each iteration of the for loop
Apart from that, I have few concerns regarding how I use -
- Is it the good way to use? Can some help me how can I use the TRY on multiple occasions?
- I tried to change the return type of
readTextFileWithTry
likeOption[A]
orSet
/Map
or Scala Collection to apply higher-order functions later on that. but not able to succeed. Not sure that is a good practice or not. - How can I use higher-order functions in
Success
case, as there are multiple operations and inSuccess
case the code blocks get bigger? I can't use any field outside ofSuccess
case.
Can someone help me to understand?