circeから学ぶ GenericProgramming入門 - Scala関西Summit 2018

Transcript

1. circe͔ΒֶͿ GenericProgrammingೖ໳ Scalaؔ੢Summit 2018 @shnmorimoto 
2. ࣗݾ঺հ • ৿ຊ ਅҰ • @shnmorimoto • Fringe81 גࣜձࣾ • αʔόαΠυΤϯδχΞ • Scalaྺ1೥൒ • ؔ੢ग़਎ 
3. circe ஌͍ͬͯ·͔͢ʁ 
4. circe • JSON library • ݺͼํ • αʔγʔʁΩϧέʔʁ • EncoderͷAutomatic Derivationʢࣗಈಋग़ʣ • Φϓγϣϯ͕๛෋Ͱᙱ͍ͱ͜Ζ·Ͱख͕ಧ͘ 
5. circe • JSON library • ݺͼํ • αʔγʔʁΩϧέʔʁ • EncoderͷAutomatic Derivationʢࣗಈಋग़ʣ • Φϓγϣϯ͕๛෋Ͱᙱ͍ͱ͜Ζ·Ͱख͕ಧ͘ 
6. Automatic Derivationʢࣗಈಋग़ʣ  import io.circe.generic.auto._, io.circe.syntax._ case class Person(name: String) case class Greeting(salutation: String, person: Person, exclamationMarks: Int) val greeting = Greeting("Hey", Person("Chris"), 3).asJson println(greeting) \
   
   
   TBMVUBUJPO
   
   )FZ
   
   
   QFSTPO
   
   \
   
   
   
   
   OBNF
   
   $ISJT
   
   
   ^
   
   
   FYDMBNBUJPO.BSLT
   
   
   ^ ࣮ߦ݁Ռ CVJMETCUͷهࡌ͸লུ
7. Automatic Derivationʢࣗಈಋग़ʣ import io.circe.generic.auto._, io.circe.syntax._ case class Person(name: String) case class Greeting(salutation: String, person: Person, exclamationMarks: Int) val greeting = Greeting("Hey", Person("Chris"), 3).asJson println(greeting) ᶃ ᶄ ᶅ 1. circeΛimport 2. JSONʹม׵͍ͨ͠case classΛఆٛ 3. JSONʹม׵ 
8. ٙ໰ Ͳ͏ͯ͠import͢Δ͚ͩͰJSON ʹม׵Ͱ͖ΔͷͩΖ͏ʁ 
9. ࠓ೔ͷΰʔϧ ʮcirceͷEncoderͷࣗಈಋग़ͷ࢓૊ΈΛ௨ͯ͠ɺ Generic Programmingʹ͍ͭͯཧղ͢Δʯ 
10. ࠓ೔࿩͢͜ͱ/࿩͞ͳ͍͜ͱ • ࿩͢͜ͱ • Generic Programmingʹ͍ͭͯ • shapelessͷجຊతͳ࢖͍ํ • ࿩͞ͳ͍͜ͱ • circeͷৄࡉͳ࢖͍ํ • shapelessͷ಺෦࣮૷ • ଟݴޠʹ͓͚ΔGeneric Programmingͷྫ 
11. ࣄલ஌ࣝ 
12. ຊ୊ʹೖΔલʹ… import io.circe.generic.auto._, io.circe.syntax._ case class Person(name: String) case class Greeting(salutation: String, person: Person, exclamationMarks: Int) val greeting = Greeting("Hey", Person("Chris"), 3).asJson println(greeting) asJsonϝιου͸ - case classʹఆٛ͞Ε͍ͯͳ͍ - case classʹ͸਌class͕͍ͳ͍ʢܧঝ͍ͯ͠ͳ͍ʣ ͷʹͳͥ࢖͑ΔͷͩΖ͏ʁ 
13. circeͷ࣮ࡍͷίʔυ  package object syntax { implicit final class EncoderOps[A](val wrappedEncodeable: A) extends AnyVal { final def asJson(implicit encoder: Encoder[A]): Json = encoder(wrappedEncodeable) final def asJsonObject(implicit encoder: ObjectEncoder[A]): JsonObject = encoder.encodeObject(wrappedEncodeable) } implicit final class StringOps(val value: String) extends AnyVal { final def :=[A: Encoder](a: A): (String, Json) = (value, a.asJson) } } w FOSJDI
    NZ
    MJCSBSZύλʔϯ
    w ܕΫϥε
    
14. enrich my libraryύλʔϯ  JNQMJDJU
    DMBTTΛఆٛ͢Δ͜ͱʹΑΓɺطଘͷܕʹϝ ιουΛ௥Ճ͢Δ͜ͱͰ͖Δ
    implicit class RichString(val value: String) extends AnyVal { def exclamation: String = value + "!" } println("Hello".exclamation) ࣮ߦ݁Ռ )FMMP
15. ܕΫϥε  1FSTPO %PH *OU 1PJOU 4IPX &R %FCVH +TPO $TW ༷ʑͳܕ ༷ʑͳৼΔ෣͍ ܕʹରͯ͠ڞ௨ͷৼΔ෣͍ Λ௥Ճ͍ͨ͠
16. ܕΫϥεʢCSVग़ྗʣ  ࣮ߦ݁Ռ case class Person(name: String, age: Int, isManager: Boolean) case class Dog(name: String, age: Int, woolly: Boolean) val person = Person("person", 29, true) val dog = Dog("dog", 10, false) println(asCsv(person)) println(asCsv(dog)) QFSTPO  ZFT
    EPH  OP ར༻ྫ
17. ܕΫϥεͷར༻ʢCSVग़ྗʣ  def asCsv(value: Any): String = { value.???? } BT$TWؔ਺ͷఆٛ • ༷ʑͳܕʹద༻Ͱ͖ΔΑ͏ʹAnyܕΛड͚औΔʁ • AnyܕͳͷͰɺϝιου͕ඇৗʹݶΒΕΔ…ɻ
18. ܕΫϥεͷར༻ʢCSVग़ྗʣ BT$TWؔ਺ͷఆٛ  def asCsv[A](value: A)(implicit enc: CsvEncoder[A]): Stringɹ= enc.encode(value).mkString(",")
19. ܕΫϥεͷར༻ʢCSVग़ྗʣ BT$TWؔ਺ͷఆٛ  def asCsv[A](value: A)(implicit enc: CsvEncoder[A]): Stringɹ= enc.encode(value).mkString(",") • ར༻͍ͨ͠ܕʹ͍ͭͯimplicitͰͦͷܕΫϥεͷৼΔ෣͍Λ࣮૷͠ ͨॲཧΛड͚औΔ • ܕΫϥεͷΠϯελϯεΛҾ਺Ͱड͚औΔ
20. ܕΫϥεͷར༻ʢCSVग़ྗʣ BT$TWؔ਺ͷఆٛ  def asCsv[A](value: A)(implicit enc: CsvEncoder[A]): Stringɹ= enc.encode(value).mkString(",") • ܕΫϥεͷΠϯελϯεΛར༻ͯ͠ɺॲཧΛهड़͢Δ
21. ܕΫϥε • ԿΒ͔ͷৼΔ෣͍Λఆٛ͢ΔΠϯλʔϑΣʔε • ͋ΔܕΫϥεͷΠϯελϯεͰ͋Δܕ͸ɺͦͷ ܕΫϥε͕ఆٛ͢ΔৼΔ෣͍Λ࣮૷͢Δ • HaskellͰॳΊͯొ৔ͨ͠ػೳ  ܕΫϥε
    ڞ௨ͷৼΔ෣͍ΛΛఆٛ ܕΫϥεΠϯελϯε
    ܕຖͷܕΫϥεͷৼΔ෣͍ ͷ۩ମతͳॲཧΛ࣮૷
22. ܕΫϥεͷఆٛ $47
    ܕΫϥεΛఆٛ • A͕ܕΫϥεͷΠϯελϯεʹͳΔܕʢex. Person, Dog, etc…ʣ • AΛड͚औͬͯɺList[String]ʹม׵͢ΔencodeΛఆٛ  trait CsvEncoder[A] { def encode(value: A): List[String] }
23. ܕΫϥεͷΠϯελϯε ܕΫϥεͷΠϯελϯεΛ࡞੒ case class Person(name: String, age: Int, isManager: Boolean) case class Dog(name: String, age: Int, woolly: Boolean) ܕΫϥεͷΠϯελϯεͱ͍ͨ͠ܕ [A]ʹΠϯελϯεͱ͍ͨ͠ܕΛ౰ͯ͸ΊͯɺencodeΛ࣮૷͢Δ  implicit val personEncoder = new CsvEncoder[Person] { override def encode(value: Person): List[String] = List( value.name, value.age.toString, if (value.isManager) "yes" else "no" ) } implicit val dogEncoder = new CsvEncoder[Dog] { override def encode(value: Dog): List[String] = List( value.name, value.age.toString, if (value.woolly) "yes" else "no" ) }
24. ܕΫϥεͷར༻ $47ग़ྗ ܕΫϥεΛར༻͢Δؔ਺ͷఆٛ val person = Person("person", 29, true) val dog = Dog("dog", 10, false) println(asCsv(person)) println(asCsv(dog)) • AͷܕͱܕΫϥεͷΠϯελϯεΛҾ਺ʹऔΔؔ਺Λఆٛ • ར༻͢Δଆ͸implicitͰܕΫϥεͷΠϯελϯεΛ౉͢  def asCsv[A](value: A)(implicit enc: CsvEncoder[A]): Stringɹ= enc.encode(value).mkString(",")
25. ܕΫϥεͷར༻ $47ग़ྗ JNQMJDJU
    DMBTTΛఆٛ val person = Person("person", 29, true) val dog = Dog("dog", 10, false) println(person.asCsv) println(dog.asCsv) implicit classΛఆٛ͢Δ͜ͱʹΑΓɺasCsvͷΑ͏ͳܗͰར༻Ͱ͖Δ  implicit class CsvEncoderOps[A](val value: A) extends AnyVal { def asCsv(implicit enc: CsvEncoder[A]): String = enc.encode(value).mkString(",") } // Or implicit class CsvEncoderOps[A](val value: A) extends AnyVal { def asCsv: String = implicitly[CsvEncoder[A]].encode(value).mkString(",") }
26. ܕΫϥε αϯϓϧίʔυ  trait CsvEncoder[A] { def encode(value: A): List[String] } object CsvEncoder { implicit val personEncoder = new CsvEncoder[Person] { override def encode(value: Person): List[String] = List( value.name, value.age.toString, if (value.isManager) "yes" else "no" ) } implicit val dogEncoder = new CsvEncoder[Dog] { override def encode(value: Dog): List[String] = List( value.name, value.age.toString, if (value.woolly) "yes" else "no" ) } implicit class CsvEncoderOps[A](value: A) { def asCsv(implicit enc: CsvEncoder[A]): String = enc.encode(value).mkString(",") } // Or //implicit class CsvEncoderOps[A](value: A) { // def asCsv: String = implicitly[CsvEncoder[A]].encode(value).mkString(",") //} } object Main extends App { import CsvEncoder._ case class Person(name: String, age: Int, isManager: Boolean) case class Dog(name: String, age: Int, woolly: Boolean) val person = Person("person", 29, true) val dog = Dog("dog", 10, false) println(person.asCsv) println(dog.asCsv) }
27. ܕΫϥεΠϝʔδ  USBJU
    $TW&ODPEFS<"> 1FSTPO %PH $BU USBJU
    +TPO&ODPEFS<"> USBJU
    &R<"> $TW&ODPEFS<1FSTPO> $TW&ODPEFS<%PH> $TW&ODPEFS<$BU> +TPO&ODPEFS<1FSTPO> +TPO&ODPEFS<%PH> BT$TW BT+TPO FR ۩ମతͳܕ ֦ு͍ͨ͠ػೳ
    ܕΫϥε ֤ܕͷ
    ܕΫϥεΠϯελϯε ܕΫϥεΠϯελϯε
    ΛҾ਺ͱ͢Δؔ਺ DMBTT
    DBTF
    DMBTT USBJU JOTUBODF ؔ਺
28. ܧঝΛ࢖͏৔߹  ܧঝΛར༻ͯ͠ɺಉ༷ͷࣄΛ࣮ݱ trait CsvEncoder { def asCSV: String } object Main extends App { case class Person(name: String, age: Int, isManager: Boolean) extends CsvEncoder { override def asCSV: String = List(name, age.toString, if (isManager) "yes" else "no").mkString(",") } case class Dog(name: String, age: Int, woolly: Boolean) extends CsvEncoder { override def asCSV: String = List(name, age.toString, if (woolly) "yes" else "no").mkString(",") } val person = Person("person", 29, true) val dog = Dog("dog", 10, false) println(person.asCSV) println(dog.asCSV) }
29. ܕΫϥεͷ·ͱΊ • ֤ܕʹରͯ͠ɺڞ௨ͷৼΔ෣͍Λ௥Ճ͢Δ͜ͱ͕Ͱ͖Δ • ֤ܕʹ͍ͭͯɺܕΫϥεͷΠϯελϯεΛ࣮૷͢Δඞཁ ͕͋Δ 
30. Generic Programming 
31. JSON ࠶ܝ import io.circe.generic.auto._, io.circe.syntax._ case class Person(name: String) case class Greeting(salutation: String, person: Person, exclamationMarks: Int) val greeting = Greeting("Hey", Person("Chris"), 3).asJson println(greeting) asJson͸ܕΫϥεʹΑ࣮ͬͯݱ͞Ε͍ͯΔ͜ͱ͕෼͔ͬͨ 
32. circeͷ࣮ࡍͷίʔυ  package object syntax { implicit final class EncoderOps[A](val wrappedEncodeable: A) extends AnyVal { final def asJson(implicit encoder: Encoder[A]): Json = encoder(wrappedEncodeable) final def asJsonObject(implicit encoder: ObjectEncoder[A]): JsonObject = encoder.encodeObject(wrappedEncodeable) } implicit final class StringOps(val value: String) extends AnyVal { final def :=[A: Encoder](a: A): (String, Json) = (value, a.asJson) } } w &ODPEFSͷܕΫϥεΛར༻͢Δʹ͸Πϯελϯε͕ඞཁ
    w Πϯελϯε͸Ͳ͜ʹ΋ఆٛ͞Ε͍ͯͳ͍
    w Ͱ΋BT+TPO͸ར༻Ͱ͖͍ͯΔ
    ෆࢥٞʁ
    
33. Generic Programming δΣωϦοΫʢ૯শ͋Δ͍͸൚༻ʣϓϩάϥϛϯάʢӳ
    HFOFSJD
    QSPHSBNNJOHʣ ͸σʔλܗࣜʹґଘ͠ͳ͍ίϯϐϡʔλϓϩάϥϛϯάํࣜͰ͋Δɻ
    ग़య
    ϑϦʔඦՊࣄయʰ΢ΟΩϖσΟΞʢ8JLJQFEJBʣʱ
    • C++ͷςϯϓϨʔτ • Java/ScalaͷGenerics΋ڱٛͷҙຯͰ͸Generic ProgrammingͷҰछ  (FOFSJD
    1SPHSBNNJOHͷྫ
34. shapeless TIBQFMFTT
    JT
    B
    UZQF
    DMBTT
    BOE
    EFQFOEFOU
    UZQF
    CBTFE
    HFOFSJD
    QSPHSBNNJOH
    MJCSBSZ
    GPS
    4DBMB
    ग़య
    IUUQTHJUIVCDPNNJMFTTBCJOTIBQFMFTT
    • Generic ProgrammingΛ࣮ݱ͢Δ Scala Library • 2011೥͔ΒMiles Sabin (@milessabin)͞Μ͕։ൃ։࢝ • HaskellͷScrap Your Boilerplate(SYB)Λ࣮ݱ͍ͯ͠Δ • circe, spary-json-shapeless, specs2, etc…Ͱར༻͞Ε͍ͯΔ 
35. circeͷ࣮ࡍͷίʔυ ࠶ܝ  package object syntax { implicit final class EncoderOps[A](val wrappedEncodeable: A) extends AnyVal { final def asJson(implicit encoder: Encoder[A]): Json = encoder(wrappedEncodeable) final def asJsonObject(implicit encoder: ObjectEncoder[A]): JsonObject = encoder.encodeObject(wrappedEncodeable) } implicit final class StringOps(val value: String) extends AnyVal { final def :=[A: Encoder](a: A): (String, Json) = (value, a.asJson) } } DJSDFͰ͸&ODPEFSΠϯελϯεͷࣗಈతͳಋग़Λ
    TIBQFMFTTΛར༻࣮ͯ͠ݱ͍ͯ͠Δ
36. ͜͜·ͰͷৼΓฦΓ  ܕΫϥεΛ࢖ͬͯɺ ػೳΛ֦ுͰ͖Δͧʂ FY
    BT+TPO ར༻͍ͨ͠ܕʹ͍ͭ ͯผݸʹΠϯελϯ εԽͷ࣮૷Λ͠ͳ͍ ͱ͍͚ͳ͍ͧʂ
    CPJMFSQMBUF໰୊ ܕΫϥεͷΠϯελ ϯεΛࣗಈతʹಋग़ Ͱ͖Ε͹ྑ͍ͷͰ͸ʁ
37. ม׵ Genericͳσʔλߏ଄  )VNBO %PH $BU (FOFSJDͳܕ ۩ମతͳܕʢσʔλߏ଄ʣ Ұൠతͳܕʢσʔλߏ଄ʣ (FOFSJDͳ ܕʹରͯ͠Πϯελϯ εΛҰͭ༻ҙ͓͚ͯ͠ ͹ྑ͍
38. ม׵ Genericͳσʔλߏ଄  )VNBO %PH $BU (FOFSJDͳܕ ۩ମతͳܕʢσʔλߏ଄ʣ Ұൠతͳܕʢσʔλߏ଄ʣ TIBQFMFTTͰม׵
39. shapelessʹΑΔࣗಈಋग़ 
40. ࣗಈಋग़·ͰͷྲྀΕ  ۩ମతͳ
    σʔλߏ଄ ม׵ ద༻ Ұൠతͳ
    σʔλߏ଄ ܕΫϥε
41. ࣗಈಋग़·ͰͷྲྀΕ  ۩ମతͳ
    σʔλߏ଄ ม׵ ద༻ Ұൠతͳ
    σʔλߏ଄ ܕΫϥε
42. case classͱtuple case class Person(name: String, age: Int, hat: Boolean) case class Food(name: String, size: Int, hot: Boolean) val person = Person("person", 29, true) val ramen = Food("ramen", 3, true) val tuple: (String, Int, Boolean) = ("tuple", 25, false) • Person͸Stringܕ, Intܕ, BooleanܕͷϑΟʔϧυΛ͍࣋ͬͯΔ • Food͸Stringܕ, Intܕ, BooleanܕͷϑΟʔϧυΛ͍࣋ͬͯΔ • ্هྫͷtuple͸Stringܕ, Intܕ, BooleanܕΛ͍࣋ͬͯΔ  DBTF
    DMBTTͱUVQMF͸99ܕͷ஋Λ࣋ͭ
    σʔλߏ଄ͱͯ͠ҰൠԽ͢Δ͜ͱ͕Ͱ͖Δ
43. ListʹΑΔҰൠԽ • ListΛར༻ͨ͠ҰൠԽΛݕ౼ͯ͠ΈΔ • ஋ΛListʹؚΊΔʹ͜ͱ͕Ͱ͖Δ͕ɺܕ͕Anyʹͳͬͯ͠·͏  ͦΕͧΕͷܕΛอͬͨ··ɺҰൠԽ͢Δ͜ͱ͕Ͱ͖ͳ ͍ͩΖ͏͔ʜɻ val anyList: List[Any] = "person" :: 29 :: true :: Nil
44. HList (Heterogeneous List) shapeless͸Genericͳܕͱͯ͠ɺ HListʢHeterogeneous ListʣΛఆ͍ٛͯ͠Δ  Heterogeneous = ҟ࣭ͷ, ҟछͷ, ҟ੒෼͔Β੒Δ
45. HList (Heterogeneous List) ܕΛอͬͨ··ɺҟͳΔܕͷཁૉΛؚΊΔ ͜ͱ͕Ͱ͖ΔList  import shapeless.{::, HNil} val personRep: String :: Int :: Boolean :: HNil = "person" :: 29 :: true :: HNil 4USJOH *OU #PPMFBO )/JM HList
46. HList (Heterogeneous List) val hlist = 1 :: "hoge" :: true :: 23 :: HNil hlist.head // 1 hlist.tail // "hoge" :: true :: 23 :: HNil hlist.tail.head // “hoge" val newHlist = 42 :: hlist // 42 :: 1 :: "hoge" :: true :: 23 :: HNil • Listͱಉ༷ʹhead, tail͕ར༻Ͱ͖Δ • ཁૉΛ௥Ճͯ͠৽͍͠HListΛ࡞ΕΔ  )-JTUͷૢ࡞
47. HList (Heterogeneous List) val person = Person("person", 29, true) val personGen = Generic[Person] val repr = personGen.to(person) val person2 = personGen.from(repr) println(repr) println(person2) ᶃ ᶄ ᶅ QFSTPO
    
    
    
    USVF
    
    )/JM
    1FSTPO QFSTPO  USVF ࣮ߦ݁Ռ 1. PersonͷGenericͳදݱΛఆٛ 2. 1Λར༻ͯ͠ɺcase classΛHListʹม׵ 3. HList͔Βcase classʹม׵ 
48. ࣗಈಋग़·ͰͷྲྀΕ ࠶ܝ  ۩ମతͳ
    σʔλߏ଄ ม׵ ద༻ Ұൠతͳ
    σʔλߏ଄ ܕΫϥε case class, tupleΛҰൠԽͨ͠HListʹม׵
49. ࣗಈಋग़·ͰͷྲྀΕ ࠶ܝ  ۩ମతͳ
    σʔλߏ଄ ม׵ ద༻ Ұൠతͳ
    σʔλߏ଄ ܕΫϥε HList༻ͷܕΫϥεΠϯελϯεΛ४උ
50. HListͷܕΫϥεΠϯελϯε 1. CsvEncoderܕΫϥεఆٛ 2. ૊ΈࠐΈܕͷΠϯελϯεΛ४උ  trait CsvEncoder[A] { def encode(value: A): List[String] } object CsvEncoder { implicit val stringEncoder: CsvEncoder[String] = new CsvEncoder[String] { override def encode(value: String): List[String] = List(value) } implicit val intEncoder: CsvEncoder[Int] = new CsvEncoder[Int] { override def encode(value: Int): List[String] = List(value.toString) } implicit val booleanEncoder: CsvEncoder[Boolean] = new CsvEncoder[Boolean] { override def encode(value: Boolean): List[String] = List( if (value) "yes" else "else" ) } } ᶃ ᶄ
51. HListͷܕΫϥεΠϯελϯε 1. HListશମͷΠϯελϯε 2. HNilͷΈͷΠϯελϯε  implicit def hlistEncoder[H, T <: HList]( implicit hEncoder: CsvEncoder[H], tEncoder: CsvEncoder[T] ): CsvEncoder[H :: T] = new CsvEncoder[H :: T] { override def encode(value: H :: T): List[String] = { value match { case h :: t => hEncoder.encode(h) ++ tEncoder.encode(t) } } } implicit val hnilEncoder: CsvEncoder[HNil] = new CsvEncoder[HNil] { override def encode(value: HNil): List[String] = Nil } ᶃ ᶄ
52. implicit def hlistEncoder[H, T <: HList]( implicit hEncoder: CsvEncoder[H], tEncoder: CsvEncoder[T] ): CsvEncoder[H :: T] = new CsvEncoder[H :: T] { override def encode(value: H :: T): List[String] = { value match { case h :: t => hEncoder.encode(h) ++ tEncoder.encode(t) } } } implicit val hnilEncoder: CsvEncoder[HNil] = new CsvEncoder[HNil] { override def encode(value: HNil): List[String] = Nil } HListͷܕΫϥεΠϯελϯε 1. Head(ઌ಄)ཁૉΛΤϯίʔυ͢Δ 2. ࠶ؼߏ଄ʹͳ͍ͬͯͯɺ • Tail͕HListͳΒɺ࠶ؼͰ͞ΒʹhlistEncoderΛධՁ • HNilʹୡͨ͠ΒɺhnilEncoderΛධՁ  ᶃ ᶄ
53. HListͷܕΫϥεΠϯελϯε case class Person(name: String, age: Int, hat: Boolean) val person = Person("person", 29, true) val personGen = Generic[Person] val personRep = personGen.to(person) // “person” :: 29 :: true :: HNil println(personRep.asCsv) ࣮ߦ݁Ռ QFSTPO  ZFT HListͷܕΫϥεΠϯελϯεΛ࢖ͬͯɺcsvग़ྗ 
54. HListͷܕΫϥεΠϯελϯε  TUSJOH&ODPEFS I&ODPEFS lQFSTPOz U&ODPEFS USVF)/JM IMJTU&ODPEFS ᶃ
55. HListͷܕΫϥεΠϯελϯε  TUSJOH&ODPEFS I&ODPEFS lQFSTPOz U&ODPEFS USVF)/JM IMJTU&ODPEFS JOU&ODPEFS I&ODPEFS  U&ODPEFS USVF)/JM IMJTU&ODPEFS -JTU lQFSTPOz ᶃ ᶄ
56. HListͷܕΫϥεΠϯελϯε  TUSJOH&ODPEFS I&ODPEFS lQFSTPOz U&ODPEFS USVF)/JM IMJTU&ODPEFS JOU&ODPEFS I&ODPEFS  U&ODPEFS USVF)/JM IMJTU&ODPEFS -JTU lQFSTPOz -JTU lQFSTPOz -JTU lz CPPMFBO&ODPEFS I&ODPEFS USVF IOJM&ODPEFS U&ODPEFS USVF ᶃ ᶄ ᶅ
57. HListͷܕΫϥεΠϯελϯε  TUSJOH&ODPEFS I&ODPEFS lQFSTPOz U&ODPEFS USVF)/JM IMJTU&ODPEFS JOU&ODPEFS I&ODPEFS  U&ODPEFS USVF)/JM IMJTU&ODPEFS -JTU lQFSTPOz -JTU lQFSTPOz -JTU lz CPPMFBO&ODPEFS I&ODPEFS USVF IOJM&ODPEFS U&ODPEFS )/JM -JTU lQFSTPOz -JTU lz -JTU lZFTz /JM ᶃ ᶄ ᶅ ᶆ
58. ࣗಈಋग़·ͰͷྲྀΕ ࠶ܝ  ۩ମతͳ
    σʔλߏ଄ ม׵ ద༻ Ұൠతͳ
    σʔλߏ଄ ܕΫϥε HList༻ͷܕΫϥεΠϯελϯεΛఆٛ
59. HListΛར༻ͨ͠Personܕͷಋग़  ۩ମతͳ
    σʔλߏ଄ ม׵ ద༻ Ұൠతͳ
    σʔλߏ଄ ܕΫϥε 1FSTPO )-JTU IMJTU&ODPEFS QFSTPO&ODPEFS
60. PersonͷܕΫϥεΠϯελϯε ࣮ߦ݁Ռ QFSTPO  ZFT implicit val personEncoder: CsvEncoder[Person] = { val gen = Generic[Person] val enc: CsvEncoder[gen.Repr] = implicitly new CsvEncoder[Person] { override def encode(value: Person): List[String] = enc.encode(gen.to(value)) } } val person = Person("person", 29, true) println(person.asCsv) ᶃ ᶄ 1. gen.ReprͰPersonͷHListΛऔಘͰ͖ΔʢString::Int::Boolean::HNilʣ 2. PersonΛHListʹม׵
61. GenericͳܕΫϥεΠϯελϯε  1FSTPOܕݻఆ (FOFSJDͳܕ implicit val personEncoder: CsvEncoder[Person] = { val gen = Generic[Person] val enc: CsvEncoder[gen.Repr] = implicitly new CsvEncoder[Person] { override def encode(value: Person): List[String] = enc.encode(gen.to(value)) } } implicit def genericEncoder[A]( implicit gen: Generic[A], enc: CsvEncoder[gen.Repr]): CsvEncoder[A] = new CsvEncoder[A] { override def encode(value: A): List[String] = enc.encode((gen.to(value))) } [A]ͷܕΫϥεΠϯελϯεʹม׵
62. implicit def genericEncoder[A]( implicit gen: Generic[A], enc: CsvEncoder[gen.Repr]): CsvEncoder[A] = new CsvEncoder[A] { override def encode(value: A): List[String] = enc.encode((gen.to(value))) } GenericͳܕΫϥεΠϯελϯε <FSSPS>
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    GBJMFE ɹίϯύΠϧΤϥʔɹ • Ҿ਺͸gen, enc • encͷܕͱͯ͠ɺgen.ReprΛར༻͍ͯ͠Δ͕ɺScalaͷจ๏্ɺ͜Ε͸ڐ͞Ε͍ͯͳ͍ 
63. implicit def genericEncoder[A, R]( implicit gen: Generic[A] { type Repr = R }, enc: CsvEncoder[R] ): CsvEncoder[A] = new CsvEncoder[A] { override def encode(value: A): List[String] = enc.encode(gen.to(value)) } GenericͳܕΫϥεΠϯελϯε • ܕҾ਺ͱͯ͠RΛ௥Ճ • genͷதͰ Type AliasͰReprͱRΛඥ͚ͮ • encͷܕҾ਺ͱͯ͠ɺRΛࢦఆ 
64. GenericͳܕΫϥεΠϯελϯε object Generic { type Aux[T, Repr0] = Generic[T] { type Repr = Repr0 } } shapelessͰAuxͱ͍͏type alias͕ఆٛ͞Ε͍ͯΔ  AuxͰॻ͖׵͑ implicit def genericEncoder[A, R]( implicit gen: Generic.Aux[A, R], enc: CsvEncoder[R] ): CsvEncoder[A] = new CsvEncoder[A] { override def encode(value: A): List[String] = enc.encode(gen.to(value)) }
65. GenericͳܕΫϥεΠϯελϯε ࣮ߦ݁Ռ QFSTPO  ZFT ࣗ෼Ͱఆٛͨ͠case classʹ͍ͭͯ ࣗಈతʹܕΫϥεͷΠϯελϯεΛಋग़Ͱ͖ͨʂ  implicit def genericEncoder[A, R]( implicit gen: Generic.Aux[A, R], enc: CsvEncoder[R] ): CsvEncoder[A] = new CsvEncoder[A] { override def encode(value: A): List[String] = enc.encode(gen.to(value)) } val person = Person("person", 29, true) println(person.asCsv)
66. GenericͳܕΫϥεɹαϯϓϧίʔυ  trait CsvEncoder[A] { def encode(value: A): List[String] } object CsvEncoder { implicit val stringEncoder: CsvEncoder[String] = new CsvEncoder[String] { override def encode(value: String): List[String] = List(value) } implicit val intEncoder: CsvEncoder[Int] = new CsvEncoder[Int] { override def encode(value: Int): List[String] = List(value.toString) } implicit val booleanEncoder: CsvEncoder[Boolean] = new CsvEncoder[Boolean] { override def encode(value: Boolean): List[String] = List( if (value) "yes" else "else" ) } implicit def hlistEncoder[H, T <: HList]( implicit hEncoder: CsvEncoder[H], tEncoder: CsvEncoder[T] ): CsvEncoder[H :: T] = new CsvEncoder[H :: T] { override def encode(value: H :: T): List[String] = { value match { case h :: t => hEncoder.encode(h) ++ tEncoder.encode(t) } } } implicit val hnilEncoder: CsvEncoder[HNil] = new CsvEncoder[HNil] { override def encode(value: HNil): List[String] = Nil } implicit def genericEncoder[A, R]( implicit gen: Generic.Aux[A, R], enc: CsvEncoder[R] ): CsvEncoder[A] = new CsvEncoder[A] { override def encode(value: A): List[String] = enc.encode(gen.to(value)) } implicit class CsvEncoderOps[A](value: A) { def asCsv(implicit enc: CsvEncoder[A]): String = enc.encode(value).mkString(",") } } object Main extends App { import CsvEncoder._ case class Person(name: String, age: Int, hat: Boolean) val person = Person("person", 29, true) println(person.asCsv) }
67. ܕΫϥεͷࣗಈಋग़  1FSTPO %PH $BU ϢʔβଆͰఆٛ͢ΔՕॴ ࣄલʹఆ͓ٛͯ͘͠Օॴ )-JTU HFOFSJD
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68. circeͷ࣮ࡍͷίʔυ import io.circe.{ JsonObject, ObjectEncoder } import shapeless.{ LabelledGeneric, Lazy } abstract class DerivedObjectEncoder[A] extends ObjectEncoder[A] final object DerivedObjectEncoder { implicit def deriveEncoder[A, R](implicit gen: LabelledGeneric.Aux[A, R], encode: Lazy[ReprObjectEncoder[R]] ): DerivedObjectEncoder[A] = new DerivedObjectEncoder[A] { final def encodeObject(a: A): JsonObject = encode.value.encodeObject(gen.to(a)) } } Encoderͷࣗಈಋग़ʹɺ΄΅ಉ༷ͷίʔυ͕ར༻͞Ε͍ͯΔɻ 
69. Automatic Derivation ࠶ܝ import io.circe.generic.auto._, io.circe.syntax._ case class Person(name: String) case class Greeting(salutation: String, person: Person, exclamationMarks: Int) val greeting = Greeting("Hey", Person("Chris"), 3).asJson println(greeting) ᶃ ᶄ ᶅ 1. circeΛimport 2. JSONʹม׵͍ͨ͠case classΛఆٛ 3. JSONʹม׵ 
70. ٙ໰ɹ࠶ܝ Ͳ͏ͯ͠import͢Δ͚ͩͰJSON ʹม׵Ͱ͖ΔͷͩΖ͏ʁ 
71. ౴͑ shapelessͰܕΫϥεΛࣗಈత ʹಋग़͍ͯ͠Δ͔Β 
72. ࠓ೔࿩͞ͳ͔ͬͨ͜ͱ • CoProductʢEither౳ʹ͓͚ΔGenericͳܕʣ • Labelled Generic • Tree౳ɺ࠶ؼతͳܕʹ͓͚ΔGenericͳܕ • Dependent Type • PolyʢHListʹ͓͚Δ Functionalͳૢ࡞ʣ • etc, etc… 
73. The Type Astronaut’s Guide to Shapeless  IUUQTVOEFSTDPSFJPCPPLTTIBQFMFTTHVJEF
74. ·ͱΊ • circeΛimport͢Δ͚ͩͰɺEncoderΛఆٛͤͣʹJSONʹม׵͢Δ ͜ͱ͕Ͱ͖Δɻ • circeͰ͸shapelessΛ࢖ͬͯɺEncoderͷࣗಈಋग़Λ࣮ݱ͍ͯ͠Δ • shapelessΛ࢖͏͜ͱʹΑΓɺେྔͷboilerplateΛ๾໓͢Δ͜ͱ͕ Ͱ͖Δ  -FU`T
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