I have the following 3 case classes:
case class Profile(name: String,
age: Int,
bankInfoData: BankInfoData,
userUpdatedFields: Option[UserUpdatedFields])
case class BankInfoData(accountNumber: Int,
bankAddress: String,
bankNumber: Int,
contactPerson: String,
phoneNumber: Int,
accountType: AccountType)
case class UserUpdatedFields(contactPerson: String,
phoneNumber: Int,
accountType: AccountType)
this is just enums, but i added anyway:
sealed trait AccountType extends EnumEntry
object AccountType extends Enum[AccountType] {
val values: IndexedSeq[AccountType] = findValues
case object Personal extends AccountType
case object Business extends AccountType
}
my task is - i need to write a funcc Profile
and compare UserUpdatedFields(all of the fields) with SOME of the fields in BankInfoData...this func is to find which fields where updated.
so I wrote this func:
def findDiff(profile: Profile): Seq[String] = {
var listOfFieldsThatChanged: List[String] = List.empty
if (profile.bankInfoData.contactPerson != profile.userUpdatedFields.get.contactPerson){
listOfFieldsThatChanged = listOfFieldsThatChanged :+ "contactPerson"
}
if (profile.bankInfoData.phoneNumber != profile.userUpdatedFields.get.phoneNumber) {
listOfFieldsThatChanged = listOfFieldsThatChanged :+ "phoneNumber"
}
if (profile.bankInfoData.accountType != profile.userUpdatedFields.get.accountType) {
listOfFieldsThatChanged = listOfFieldsThatChanged :+ "accountType"
}
listOfFieldsThatChanged
}
val profile =
Profile(
"nir",
34,
BankInfoData(1, "somewhere", 2, "john", 123, AccountType.Personal),
Some(UserUpdatedFields("lee", 321, AccountType.Personal))
)
findDiff(profile)
it works, but wanted something cleaner..any suggestions?
A class can extend another class, whereas a case class can not extend another case class (because it would not be possible to correctly implement their equality).
A case class can take arguments, so each instance of that case class can be different based on the values of it's arguments. A case object on the other hand does not take args in the constructor, so there can only be one instance of it (a singleton, like a regular scala object is).
It can contain both state and functionality. Case classes are like data POJO in Java. classes that hold state, which can be used by functions (usually in other classes).
Case Classes You can construct them without using new. case classes automatically have equality and nice toString methods based on the constructor arguments. case classes can have methods just like normal classes.
Each case class extends Product interface so we could use it to convert case classes into sets of (field, value) elements. Then we can use set operations to find the difference. For example,
def findDiff(profile: Profile): Seq[String] = {
val userUpdatedFields = profile.userUpdatedFields.get
val bankInfoData = profile.bankInfoData
val updatedFieldsMap = userUpdatedFields.productElementNames.zip(userUpdatedFields.productIterator).toMap
val bankInfoDataMap = bankInfoData.productElementNames.zip(bankInfoData.productIterator).toMap
val bankInfoDataSubsetMap = bankInfoDataMap.view.filterKeys(userUpdatedFieldsMap.keys.toList.contains)
(bankInfoDataSubsetMap.toSet diff updatedFieldsMap.toSet).toList.map { case (field, value) => field }
}
Now findDiff(profile)
should output List(phoneNumber, contactPerson)
. Note we are using productElementNames from Scala 2.13 to get the filed names which we then zip with corresponding values
userUpdatedFields.productElementNames.zip(userUpdatedFields.productIterator)
Also we rely on filterKeys and diff.
A simple improvement would be to introduce a trait
trait Fields {
val contactPerson: String
val phoneNumber: Int
val accountType: AccountType
def findDiff(that: Fields): Seq[String] = Seq(
Some(contactPerson).filter(_ != that.contactPerson).map(_ => "contactPerson"),
Some(phoneNumber).filter(_ != that.phoneNumber).map(_ => "phoneNumber"),
Some(accountType).filter(_ != that.accountType).map(_ => "accountType")
).flatten
}
case class BankInfoData(accountNumber: Int,
bankAddress: String,
bankNumber: Int,
contactPerson: String,
phoneNumber: Int,
accountType: String) extends Fields
case class UserUpdatedFields(contactPerson: String,
phoneNumber: Int,
accountType: AccountType) extends Fields
so it was possible to call
BankInfoData(...). findDiff(UserUpdatedFields(...))
If you want to further-improve and avoid naming all the fields multiple times, for example shapeless could be used to do it compile time. Not exactly the same but something like this to get started. Or use reflection to do it runtime like this answer.
That would be a very easy task to achieve if it would be an easy way to convert case class to map. Unfortunately, case classes don't offer that functionality out-of-box yet in Scala 2.12 (as Mario have mentioned it will be easy to achieve in Scala 2.13).
There's a library called shapeless, that offers some generic programming utilities. For example, we could write an extension function toMap
using Record
and ToMap
from shapeless:
object Mappable {
implicit class RichCaseClass[X](val x: X) extends AnyVal {
import shapeless._
import ops.record._
def toMap[L <: HList](
implicit gen: LabelledGeneric.Aux[X, L],
toMap: ToMap[L]
): Map[String, Any] =
toMap(gen.to(x)).map{
case (k: Symbol, v) => k.name -> v
}
}
}
Then we could use it for findDiff
:
def findDiff(profile: Profile): Seq[String] = {
import Mappable._
profile match {
case Profile(_, _, bankInfo, Some(userUpdatedFields)) =>
val bankInfoMap = bankInfo.toMap
userUpdatedFields.toMap.toList.flatMap{
case (k, v) if bankInfoMap.get(k).exists(_ != v) => Some(k)
case _ => None
}
case _ => Seq()
}
}
If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With