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[WIP] Added PureCodec examples #9
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97 changes: 97 additions & 0 deletions
97
examples/src/main/scala/fluence/codec/examples/PureCodecExample.scala
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,97 @@ | ||
| package fluence.codec.examples | ||
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| import cats.Id | ||
| import cats.data.EitherT | ||
| import cats.implicits._ | ||
| import fluence.codec.PureCodec.Bijection | ||
| import fluence.codec.{CodecError, PureCodec} | ||
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| import scala.util.Try | ||
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| object PureCodecExample { | ||
| def main(args: Array[String]): Unit = { | ||
| // Here we are defining a simple codec transforming a string to integer and back. | ||
| // | ||
| // It's not really a bijection: even not taking into account unparseable strings like "test", there are | ||
| // different string values (e.g., "+20" and "20") producing the same integer value. It's good enough for | ||
| // demonstration purposes though, so we keep using it. | ||
| val str2intCodec: Bijection[String, Int] = PureCodec.build[String, Int]( | ||
| (x: String) => x.toInt, | ||
| (x: Int) => x.toString | ||
| ) | ||
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| // Using an identity monad, we can parse a valid string into integer (which produces EitherT) and then map | ||
| // the result. Now, we can use EitherT[F, E, B] or convert it into F[Either[E, B]] representation. | ||
| { | ||
| val res: EitherT[Id, CodecError, Int] = str2intCodec.direct[Id]("31330").map(_ + 7) | ||
| val resMonad: Id[Either[CodecError, Int]] = res.value | ||
| assert(res.toString == "EitherT(Right(31337))") | ||
| assert(resMonad.toString == "Right(31337)") | ||
| } | ||
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| // We can also supply a different type class (Monad[F[_]]) – in this case the result will be wrapped into | ||
| // the corresponding type F[_] using the `F.pure(_)` method. | ||
| { | ||
| val res = str2intCodec.direct[Option]("42") | ||
| val resMonad = res.value | ||
| assert(res.toString == "EitherT(Some(Right(42)))") | ||
| assert(resMonad.toString == "Some(Right(42))") | ||
| } | ||
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| // Here we attempt to pass an unparseable string value. Note that PureCodec won't catch a thrown exception | ||
| // automatically despite that return type is EitherT (this might be a bit confusing). Instead, the exception | ||
| // will come all the way up to the caller, which will have to handle it manually. | ||
| { | ||
| val resWrapped = Try { | ||
| val res: EitherT[Id, CodecError, Int] = str2intCodec.direct[Id]("foo") | ||
| res | ||
| } | ||
| assert(resWrapped.toString == "Failure(java.lang.NumberFormatException: For input string: \"foo\")") | ||
| } | ||
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| // To handle exceptions automatically, we can use Try monad. Note that we get `EitherT(Failure(...))`, not | ||
| // `EitherT(Failure(Right(...)))` as one might expect by analogy with previous examples. It's not | ||
| // `EitherT(Left(...))` too which could have been more convenient potentially. | ||
| { | ||
| val res = str2intCodec.direct[Try]("foo") | ||
| val resMonad: Try[Either[CodecError, Int]] = res.value | ||
| assert(res.toString == "EitherT(Failure(java.lang.NumberFormatException: For input string: \"foo\"))") | ||
| assert(resMonad.toString == "Failure(java.lang.NumberFormatException: For input string: \"foo\")") | ||
| } | ||
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| // If we really want to receive Left with the exception info when the string argument can't be parsed, a little | ||
| // more effort is needed. The problem we had before was that the supplied function `(x: String) => x.toInt` | ||
| // could throw parse exceptions and therefore was not really pure. | ||
| // | ||
| // However, we can catch exceptions in this function and return an Either, which will make it pure. Now, all we | ||
| // need to do is to lift this function into the Func context. | ||
| val str2intEitherCodec = PureCodec.build( | ||
| PureCodec.liftFuncEither((x: String) => Either.catchNonFatal(x.toInt).left.map(e => CodecError(e.getMessage))), | ||
| PureCodec.liftFuncEither((x: Int) => Either.catchNonFatal(x.toString).left.map(e => CodecError(e.getMessage))) | ||
| ) | ||
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| // For lawful strings – those which can be parsed into an integer the behavior hasn't really changed. | ||
| // Note that we receive Right(...) wrapped in the supplied monadic type. | ||
| { | ||
| val res: EitherT[Option, CodecError, Int] = str2intEitherCodec.direct[Option]("1024") | ||
| val resMonad = res.value | ||
| assert(res.toString == "EitherT(Some(Right(1024)))") | ||
| assert(resMonad.toString == "Some(Right(1024))") | ||
| } | ||
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| // However, for strings that can't be parsed, we will receive Left(...) – which is a desired behavior! | ||
| { | ||
| val res: EitherT[Option, CodecError, Int] = str2intEitherCodec.direct[Option]("bar") | ||
| val resMonad = res.value | ||
| assert(res.toString == "EitherT(Some(Left(fluence.codec.CodecError: For input string: \"bar\")))") | ||
| assert(resMonad.toString == "Some(Left(fluence.codec.CodecError: For input string: \"bar\"))") | ||
| } | ||
| } | ||
| } | ||
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TBH I'm not sure why this happens and it's pretty confusing to say the least.