Henkan [変換]
A small library for converting between case classes.
Modules
henkan.convert
Transform between case classes, which minimize the need to manually using constructor to transform information from one case class to another.
Features:
-
quick transformation when the source case class has all the fields the target case class has: e.g.
a.to[B]()
-
supplement (if source case class doesn't have a field) or override field values. e.g.
a.to[B].set(foo = "bar")
-
use the default values of the target case classes if needed
henkan.optional
Conversion between case classes with optional fields and case class with required fields. One of the use cases for such conversions is conversion between scalaPB generated classes where most fields are Options and internal case classes where you have required fields.
Get started
Henkan is available on Scala 2.12, 2.13 as well as Scala.js
libraryDependencies += "com.kailuowang" %% "henkan-convert" % "0.6.5"
libraryDependencies += "com.kailuowang" %% "henkan-optional" % "0.6.5"
Examples
Transform between case classes
import java.time.LocalDate
case class Employee(name: String, address: String, dateOfBirth: LocalDate, salary: Double = 50000d)
case class UnionMember(name: String, address: String, dateOfBirth: LocalDate)
val employee = Employee("George", "123 E 86 St", LocalDate.of(1963, 3, 12), 54000)
val unionMember = UnionMember("Micheal", "41 Dunwoody St", LocalDate.of(1994, 7, 29))
Now use the henkan magic to transform between UnionMember
and Employee
import henkan.convert.Syntax._
// import henkan.convert.Syntax._
employee.to[UnionMember]()
// res0: UnionMember = UnionMember(George,123 E 86 St,1963-03-12)
unionMember.to[Employee]()
// res1: Employee = Employee(Micheal,41 Dunwoody St,1994-07-29,50000.0)
unionMember.to[Employee].set(salary = 60000.0)
// res2: Employee = Employee(Micheal,41 Dunwoody St,1994-07-29,60000.0)
Missing fields will fail the compilation
case class People(name: String, address: String)
// defined class People
val people = People("John", "49 Wall St.")
// people: People = People(John,49 Wall St.)
scala> people.to[Employee]() //missing DoB
<console>:20: error:
You have not provided enough arguments to convert from People to Employee.
shapeless.HNil
people.to[Employee]() //missing DoB
^
Wrong argument types will fail the compilation
scala> unionMember.to[Employee].set(salary = 60) //salary was input as Int rather than Double
<console>:20: error:
You have not provided enough arguments to convert from UnionMember to Employee.
shapeless.labelled.FieldType[Symbol @@ String("salary"),Int] :: shapeless.HNil
error after rewriting to henkan.convert.Syntax.henkanSyntaxConvert[UnionMember](unionMember).to[Employee].set.applyDynamicNamed("apply")(scala.Tuple2("salary", 60))
possible cause: maybe a wrong Dynamic method signature?
unionMember.to[Employee].set(salary = 60) //salary was input as Int rather than Double
^
Transform between case classes with optional field
cats.optional
provides some facility to transform between case classes with optional fields and ones with required fields.
Suppose you have two case classes: Message
whose fields are optional and Domain
whose fields are required
case class Message(a: Option[String], b: Option[Int])
case class Domain(a: String, b: Int)
You can validate an instance of Message
to a Validated Domain
import cats.data.Validated
import cats.implicits._
import henkan.optional.all._
validate(Message(Some("a"), Some(2))).to[Domain]
// res0: henkan.optional.ValidateFromOptional.Result[Domain] = Valid(Domain(a,2))
validate(Message(Some("a"), None)).to[Domain]
// res1: henkan.optional.ValidateFromOptional.Result[Domain] = Invalid(NonEmptyList(RequiredFieldMissing(b)))
The compilation will fail if the from case class doesn't have all fields the target case class needs
case class MessageWithMissingField(a: Option[String])
scala> validate(MessageWithMissingField(Some("a"))).to[Domain]
<console>:24: error: Cannot build validate function from MessageWithMissingField to Domain, possibly due to missing fields in MessageWithMissingField or missing cats instances (`Traverse` instances are needed to convert fields in containers)
validate(MessageWithMissingField(Some("a"))).to[Domain]
^
You can convert in the opposite direction as well
from(Domain("a", 2)).toOptional[Message]
// res3: Message = Message(Some(a),Some(2))
Note that if you from case class does not have all the fields the target class has, they will be set as None
case class DomainWithMissingField(a: String)
scala> from(DomainWithMissingField("a")).toOptional[Message]
res4: Message = Message(Some(a),None)
henkan.optional
supports nested case classes as well.
Note that if you are converting scalaPB generated case class, it generates Seq
for repeated items, although the underlying implementation is actually List. henkan.optional.all
has a Traverse
instance for Seq
but only works fine when the underlying implementation is either a List
or Vector
examples including a typesafe config transformer
Other examples can be found inContributors and participation
henkan is currently maintained by Kailuo Wang.
Any form of contribution (issue report, PR, etc) is more than welcome.
The henkan project supports the Typelevel code of conduct and wants all of its channels (Gitter, GitHub, etc.) to be welcoming environments for everyone.
License
henkan is licensed under the Apache License, Version 2.0 (the "License"); you may not use this software except in compliance with the License.
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.
Special Thanks
The convert
was originally adapted from this gist
by @joprice.