Dead-Simple Dependency Injection in Scala

Transcript

1. Dead-Simple Dependency Injection Northeast Scala Symposium, 2012 Rúnar Óli Bjarnason Monday, March 19, 12
2. About Rúnar Senior Software Engineer, Capital IQ, Boston Contributor to Scalaz Author, Functional Programming in Scala (Manning, 2012) http://manning.com/bjarnason Monday, March 19, 12
3. def setUserPwd(id: String, pwd: String) = { Class.forName("org.sqlite.JDBC") val c = DriverManager.getConnection("jdbc:sqlite::memory:") val stmt = c.prepareStatement( "update users set pwd = ? where id = ?") stmt.setString(1, pwd) stmt.setString(2, id) stmt.executeUpdate c.commit c.close } Monday, March 19, 12
4. def setUserPwd(id: String, pwd: String) = { val c = ConnectionFactory.getConnection val stmt = c.prepareStatement( "update users set pwd = ? where id = ?") stmt.setString(1, pwd) stmt.setString(2, id) stmt.executeUpdate stmt.close } Monday, March 19, 12
5. A global Connection factory? Bad idea. Hidden dependency. Requires magic initialization step. Not much better than a pointy stick in the eye. Same goes for thread-local connections. Monday, March 19, 12
6. Inversion of Control def setUserPwd(id: String, pwd: String, c: Connection) = { val stmt = c.prepareStatement( "update users set pwd = ? where id = ?") stmt.setString(1, pwd) stmt.setString(2, id) stmt.executeUpdate stmt.close } Monday, March 19, 12
7. main(args: Array[String]) level1 level2 level3 level4 level5 needs connection Monday, March 19, 12
8. Before Currying def setUserPwd(id: String, pwd: String, c: Connection) = { val stmt = c.prepareStatement( "update users set pwd = ? where id = ?") stmt.setString(1, pwd) stmt.setString(2, id) stmt.executeUpdate stmt.close } Monday, March 19, 12
9. After Currying def setUserPwd(id: String, pwd: String): Connection => Unit = c => { val stmt = c.prepareStatement( "update users set pwd = ? where id = ?") stmt.setString(1, pwd) stmt.setString(2, id) stmt.executeUpdate stmt.close } Monday, March 19, 12
10. Connection Reader case class DB[A](g: Connection => A) { def apply(c: Connection) = g(c) } Monday, March 19, 12
11. Lift existing functions case class DB[A](g: Connection => A) { def apply(c: Connection) = g(c) def map[B](f: A => B): DB[B] = DB(c => f(g(c))) } // map : (A => B) => (DB[A] => DB[B]) Monday, March 19, 12
12. Combine two actions case class DB[A](g: Connection => A) { def apply(c: Connection) = g(c) def map[B](f: A => B): DB[B] = DB(c => f(g(c))) def flatMap[B](f: A => DB[B]): DB[B] = DB(c => f(g(c))(c)) } // flatMap : (A => DB[B]) => (DB[A] => DB[B]) Monday, March 19, 12
13. Connection Reader Monad case class DB[A](g: Connection => A) { def apply(c: Connection) = g(c) def map[B](f: A => B): DB[B] = DB(c => f(g(c))) def flatMap[B](f: A => DB[B]): DB[B] = DB(c => f(g(c))(c)) } def pure[A](a: A): DB[A] = DB(c => a) Monday, March 19, 12
14. Monad comprehension def changePwd(userid: String, oldPwd: String, newPwd: String): DB[Boolean] = for { pwd <- getUserPwd(userid) eq <- if (pwd == oldPwd) for { _ <- setUserPwd(userid, newPwd) } yield true else pure(false) } yield eq Monday, March 19, 12
15. DB interpreter abstract class ConnProvider { def apply[A](f: DB[A]): A } def mkProvider(driver: String, url: String) = new ConnProvider { def apply[A](f: DB[A]): A = { Class.forName(driver) val conn = DriverManager.getConnection(url) try { f(conn) } finally { conn.close } } } Monday, March 19, 12
16. Concrete instances lazy val sqliteTestDB = mkProvider("org.sqlite.JDBC", "jdbc:sqlite::memory:") lazy val mysqlProdDB = mkProvider( "org.gjt.mm.mysql.Driver", "jdbc:mysql://prod:3306/?user=one&password=two") Monday, March 19, 12
17. Needs a ConnProvider def myProgram(userid: String): ConnProvider => Unit = r => { println("Enter old password") val oldPwd = readLine println("Enter new password") val newPwd = readLine r(changePwd(userid, oldPwd, newPwd)) } Monday, March 19, 12
18. “Injection” def runInTest[A](f: ConnProvider => A): A = f(sqliteTestDB) def runInProduction[A](f: ConnProvider => A): A = f(mysqlProdDB) def main(args: Array[String]) = runInTest(myProgram(args(0))) Monday, March 19, 12
19. Dependency injection framework: case class Reader[C, A](g: C => A) { def apply(c: C) = g(c) def map[B](f: A => B): Reader[C, B] = Reader(c => f(g(c))) def flatMap[B](f: A => Reader[C, B]): Reader[C, B] = Reader(c => f(g(c))(c)) } def pure[A](a: A): C => A = Reader(c => a) implicit def reader[A,B](f: A => B) = Reader(f) Monday, March 19, 12
20. Reader monad FTW • Dead-simple. Just function composition. • Explicit, type-safe dependencies. • Lift any function. • No frameworks, annotations, or XML. • No initialization step. • Doesn’t rely on esoteric language features. Monday, March 19, 12
21. Reader monad FTL • Combining with other monads can get verbose (see scalaz.Kleisli). • Juggling multiple configurations at once can be awkward. • Monadic style • No “auto-wiring” (implicits compensate). Monday, March 19, 12
22. Taking it further trait KeyValueStore { def put(key: String, value: String): Unit def get(key: String): String def delete(key: String): Unit } def modify(k: String, f: String => String): Reader[KeyValueStore, Unit] = for { v <- _.get(k) _ <- _.put(k, f(v)) } yield () Monday, March 19, 12
23. A little language sealed trait KVS[A] case class Put[A](key: String, value: String, a: A) extends KVS[A] case class Get[A](key: String, h: String => A) extends KVS[A] case class Delete[A](key: String, a: A) extends KVS[A] Monday, March 19, 12
24. A little language def modify(k: String, f: String => String) = Get(k, v => Put(f(v), ())) Monday, March 19, 12
25. A little language def modify(k: String, f: String => String): KVS[KVS[Unit]] = Get(k, v => Put(f(v), ())) Monday, March 19, 12
26. A little language KVS[KVS[A]] => KVS[A] ?? Monday, March 19, 12
27. Free monads! (see? told you) case class Done[F[_]:Functor, A](a: A) extends Free[F, A] case class More[F[_]:Functor, A](k: F[Free[F, A]]) extends Free[F, A] class Free[F[_], A](implicit F: Functor[F]) { def flatMap[B](f: A => Free[F,B]): Free[F, B] = this match { case Done(a) => f(a) case More(k) => More(F.map(k)(_ flatMap f)) } def map[B](f: A => B): Free[F, B] = flatMap(x => Done(f(x))) } Monday, March 19, 12
28. Functor trait Functor[F[_]] { def map[A,B](a: F[A])(f: A => B): F[B] } implicit val kvsFunctor: Functor[KVS] = new Functor[KVS] { def map[A,B](a: KVS[A])(f: A => B) = a match { case Put(k, v, a) => Put(k, v, f(a)) case Get(k, h) => Get(k, x => f(h(x))) case Delete(k, a) => Delete(k, f(a)) } } Monday, March 19, 12
29. def put(k: String, v: String): Free[KVS, Unit] = More(Put(k, v, Done(()))) def get(k: String): Free[KVS, String] = More(Get(k, v => Done(v))) def delete(k: String): Free[KVS, Unit] = More(Delete(k, Done(()))) def modify(k: String, f: String => String): Free[KVS, Unit] = for { v <- get(k) _ <- put(k, f(v)) } yield () KVS monad Monday, March 19, 12
30. KVS interpreter def runKVS[A](kvs: Free[KVS, A], table: Map[String, String]): Map[String, String] = kvs match { case More(Put(k, v, a)) => runKVS(a, table + (k -> v)) case More(Get(k, f)) => runKVS(f(table(k)), table) case More(Delete(k, a)) => runKVS(a, table - k) case Done(a) => table } Monday, March 19, 12
31. Conclusions • Scala is not Java • Don’t let habits from old languages dictate designs in new languages. Monday, March 19, 12
32. Conclusions Old and busted => New hotness Frameworks, factories, magic initialization => functions from inputs to outputs Dependency injection => Little languages Many implementations of an interface => Many interpreters of a language Monday, March 19, 12
33. Questions? Monday, March 19, 12
34. Takk. Monday, March 19, 12