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Object serialization example in Scala
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import java.io._ | |
@SerialVersionUID(15L) | |
class Animal(name: String, age: Int) extends Serializable { | |
override def toString = s"Animal($name, $age)" | |
} | |
case class Person(name: String) | |
// or fork := true in sbt | |
class ObjectInputStreamWithCustomClassLoader( | |
fileInputStream: FileInputStream | |
) extends ObjectInputStream(fileInputStream) { | |
override def resolveClass(desc: java.io.ObjectStreamClass): Class[_] = { | |
try { Class.forName(desc.getName, false, getClass.getClassLoader) } | |
catch { case ex: ClassNotFoundException => super.resolveClass(desc) } | |
} | |
} | |
object MyDeserialize extends App { | |
val fis = new FileInputStream("../a.tmp") | |
val ois = new ObjectInputStreamWithCustomClassLoader(fis) | |
val animal = ois.readObject | |
val person = ois.readObject | |
ois.close | |
println(animal) | |
println(person) | |
} |
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import java.io.FileOutputStream | |
import java.io.ObjectOutputStream | |
@SerialVersionUID(15L) | |
class Animal(name: String, age: Int) extends Serializable { | |
override def toString = s"Animal($name, $age)" | |
} | |
case class Person(name: String) extends Serializable | |
object MySerialize extends App { | |
val fos = new FileOutputStream("../a.tmp") | |
val oos = new ObjectOutputStream(fos) | |
oos.writeObject(new Animal("Dvorak", 12)) | |
oos.writeObject(Person("Dijkstra")) | |
oos.close | |
} |
can some one please explain how this works "ObjectInputStreamWithCustomClassLoader "
https://gist.github.com/ramn/5566596#file-serialization-scala
Awesome, this worked perfectly for me!
Thank you very much:smiley:! I have tried several other approaches (libraries like Scala Pickling, uPickle, Sphere JSON, Kryo + Chill), but none was able to properly handle dynamic (de)serialization and/or stuff like List filled with case classes or generic container classes.
Thank you very much!
Awesome, this worked perfectly for me!
+1 Bravo
@ramn This worked like a charm. I tried all other suggestions like pointing the jar via "spark.jars" but it didn't work. Did anyone ever figure out why we need this?
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@danyaljj
It definitely is, yet pickling wasn't able to save and didn't even warn me about it's inability, which was kidna frustrating after 10 hours of computations.