Created
March 1, 2018 11:48
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Interleaving lazy and eager evaluation to break referential transparency
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import cats._ | |
import cats.implicits._ | |
import cats.effect._ | |
import cats.effect.implicits._ | |
object Db { | |
private val cache = collection.mutable.Map.empty[String, String] | |
def expensiveIO(input: String): IO[String] = | |
IO { Thread.sleep(1000); println("Executed expensive action"); input ++ input } | |
def get(input: String): IO[String] = { | |
cache.get(input) match { | |
case Some(output) => | |
IO(output) | |
case None => | |
for { | |
res <- expensiveIO(input) | |
_ = cache.put(input, res) | |
} yield res | |
} | |
} | |
} | |
object Time { | |
def process(input: String): IO[Unit] = { | |
val time = System.currentTimeMillis() | |
for { | |
_ <- IO { println(s"Processing ${input} at ${time}") } | |
_ <- IO { println(s"Real time is ${System.currentTimeMillis()}") } | |
} yield () | |
} | |
/** Imitate a blocking action */ | |
val dbQuery: IO[List[String]] = IO { | |
Thread.sleep(2000) | |
List("one", "two", "three") | |
} | |
def run(): IO[Unit] = | |
for { | |
inputs <- dbQuery | |
_ <- inputs.traverse(process) | |
_ <- dbQuery // another blocking call to illustrate a problem | |
_ <- IO { println(s"Done processing at ${System.currentTimeMillis()}") } | |
} yield () | |
} | |
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