scala.util.Either

RightBias

Related Docs: trait RightBias | package Either

object RightBias

This object contains utilities for defining an environment in which Either instances are "right-biased".

Right-biased means instances of Either[A,B] can be operated upon via methods that render thme quite analogous to an Option[A], except that failures are represented by a Left containing information about the problem rathar than by uninformative None. In particular, a right-biased Either can be used directly in a for comprehension. Unlike a RightProjection, a right-biased Either supports all features of a for comprehension, including pattern matching, filtering, and variable assignment.

Right-biasing decorates vanilla Either[A,B] with the following API.

def flatMap[AA >: A, Z]( f : B => Either[AA,Z] ) : Either[AA,Z]
def map[Z]( f : B => Z )                         : Either[A,Z]
def withFilter( p : B => Boolean )               : Either[A,B]
def exists( f : B => Boolean )                   : Boolean
def forall( f : B => Boolean )                   : Boolean
def foreach[U]( f : B => U )                     : Any
def get                                          : B
def getOrElse[BB>:B]( or : =>BB )                : BB
def toOption                                     : Option[B]
def toSeq                                        : collection.Seq[B]
def xget                                         : A
def xgetOrElse[AA>:A]( or : =>AA )               : AA
def xmap[Z]( f : A => Z )                        : Either[Z,B]
def replaceIfEmpty[AA>:A]( replacement : =>AA )  : Either[AA,B]
def isEmpty                                      : Boolean
def isLeftBiased                                 : Boolean
def isRightBiased                                : Boolean
def conformsToBias                               : Boolean

For the full documentation, plase see Ops.

To enable right-biasing, you first define a bias, typically via the Either.RightBias.withEmptyToken factory.

// will impart a right-bias suitable to Either[String,B]
val RightBias = Either.RightBias.withEmptyToken("EMPTY")
import RightBias._

The specified "empty token" will define the value in the Left object that will be used to indicate when a filter or pattern-match of a right-side object fails.

If you don't wish to specify an empty token, you may use the more convenient

import Either.RightBias._

However, if you do not specify an empty token, filter operations or pattern match failures that would leave the right-side empty will result in the raising of a java.util.NoSuchElementException.

You may also create a right-biased environment within a trait, class, object, or package by having the entity extend the trait RightBias or the abstract base class RightBias.Base.

A Detailed example

Consider a hypothetical process that must read some binary data from a URL, parse the data into a Record, ensure that record's year is no older than 2011, and then operate upon the data via one of several external services, depending on the opCode, ultimately producing a Result. Things that can go wrong include network errors on loading, parsing problems, failure of the timestamp condition, and failures with the external service.

With Option, one might define a process like:

case class Record( opCode : Int, data : Seq[Byte], year : Int )
trait Result

def loadURL( url : String )                   : Option[Seq[Byte]] = ???
def parseRecord( bytes : Seq[Byte] )          : Option[Record]    = ???
def process( opCode : Int, data : Seq[Byte] ) : Option[Result]    = ???

def processURL( url : String ) : Option[Result] = {
  for {
    rawBytes                     <- loadURL( url )
    Record( opCode, data, year ) <- parseRecord( rawBytes )
    result                       <- process( opCode, data ) if year >= 2011
  } yield result
}

That's fine, but if anything goes wrong, clients will receive a value None, and have no specific information about what the problem was. Instead of option, we might try to use Either, defining error codes for things that can go wrong. Conventionally, we'll let good values arrive as Right values and embed our error codes in Left objects.

object Error {
  case object Empty extends Error;
  case class IO( message : String, stackTrace : List[StackTraceElement] = Nil ) extends Error;
  case class NoParse( message : String, stackTrace : List[StackTraceElement] = Nil ) extends Error;
  case object BadYear extends Error;
  case class ProcessorFailure( message : String, stackTrace : List[StackTraceElement] = Nil ) extends Error;
}
sealed trait Error;

case class Record( opCode : Int, data : Seq[Byte], year : Int )
trait Result

def loadURL( url : String )                   : Either[Error,Seq[Byte]] = ??? // fails w/Error.IO
def parseRecord( bytes : Seq[Byte] )          : Either[Error,Record]    = ??? // fails w/Error.NoParse
def process( opCode : Int, data : Seq[Byte] ) : Either[Error,Result]    = ??? // fails w/Error.ProcessorFailure

// we try to use the right projection but the
// for comprehension fails to compile
def processURL( url : String ) : Either[Error,Result] = {
  for {
    rawBytes                     <- loadURL( url ).right
    Record( opCode, data, year ) <- parseRecord( rawBytes ).right
    result                       <- process( opCode, data ).right if year >= 2011
  } yield result
}

Unfortunately, this fails to compile, because scala.util.Either.RightProjection does not support pattern-matching (used to extract opCode, data, and year) or filtering (which we perform based on year).

Instead, we can right-bias the Either:

object Error {
  case object Empty extends Error;
  case class IO( message : String, stackTrace : List[StackTraceElement] = Nil ) extends Error;
  case class NoParse( message : String, stackTrace : List[StackTraceElement] = Nil ) extends Error;
  case object BadYear extends Error;
  case class ProcessorFailure( message : String, stackTrace : List[StackTraceElement] = Nil ) extends Error;
}
sealed trait Error;

// right-bias Either
val RightBias = Either.RightBias.withEmptyToken( Error.Empty )
import RightBias._

case class Record( opCode : Int, data : Seq[Byte], year : Int )
trait Result

def loadURL( url : String )                   : Either[Error,Seq[Byte]] = ??? // fails w/Error.IO
def parseRecord( bytes : Seq[Byte] )          : Either[Error,Record]    = ??? // fails w/Error.NoParse
def process( opCode : Int, data : Seq[Byte] ) : Either[Error,Result]    = ??? // fails w/Error.ProcessorFailure

// use Either directly, rather than a projection, in the for comprehension
def processURL( url : String ) : Either[Error,Result] = {
  for {
    rawBytes                     <- loadURL( url )
    Record( opCode, data, year ) <- parseRecord( rawBytes )
    result                       <- process( opCode, data ) if year >= 2011
  } yield result
}

There is a problem: Error.Empty, would be the result of the year filter failing, when it should be Error.BadYear.

The most general and straightforward wat to fix this is to replace empty tokens as they arrive with more informative errors. For this purpose, biased Either offers a method called RightBias.Ops.replaceIfEmpty:

// use Either directly, rather than a projection, in the for comprehension
def processURL( url : String ) : Either[Int,Result] = {
  val processed = {
    for {
      rawBytes                     <- loadURL( url )
      Record( opCode, data, year ) <- parseRecord( rawBytes )
      result                       <- process( opCode, data ) if year >= 2011
    } yield result
  }
  processed.replaceIfEmpty( Error.BadYear )
}

The scope of the right-bias is the scope of the import. An alternative way to ensure empty tokens yield meaningful information is to define separate biases for separate contexts.

val ProcessURLBias       = Either.RightBias.withEmptyToken( Error.BadYear )
val EnableHyperdriveBias = Either.RightBias.withEmptyToken( Error.SpaceTimeRupture )
...

def processURL( url : String ) : Either[Int,Result] = {
  import ProcessURLBias._
  for {
    rawBytes                     <- loadURL( url )
    Record( opCode, data, year ) <- parseRecord( rawBytes )
    result                       <- process( opCode, data ) if year >= 2011
  } yield result
}
Source
Either.scala
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Type Members

  1. abstract class Base[L] extends RightBias[L]

    May be extended by classes, objects, traits, and packages (via package objects).

    May be extended by classes, objects, traits, and packages (via package objects).

    Within entities that extend this class values of type Either will be right-biased, and have the full-suite of right-biased operations (including operations suitable to for comprehensions) automatically made available.

    Empty Either values will be represented by Left values containing the token of type L passed to the superclass constructor.

    If you are using polymorphic error types, be sure to specify the type argument to Base, as too narrow a type may be inferred from a token of a derived type. In English, this means you should extend Either.RightBias.Base[Error]( Error.Empty ), not just Either.RightBias.Base( Error.Empty ).

    Note: Entities that do not need to extend another class can extend the abstract class Either.RightBias.Base, which allows definition of the Empty token in the superclass constructor rather than overriding EmptyTokenDefinition.

    For more information, please see RightBias

    class Clown extends Either.RightBias.Base[Clown.Error]( Clown.Error.Empty ) {
      import Clown.{Cash,Laugh,Error};
    
      // use Either values directly in for comprehensions
      def perform : Either[Error,Cash] = {
         for {
           laugh <- makeFunny
           money <- begForCash( laugh ) if laugh.loudness > 2
         } yield money
      }
    
      def makeFunny : Either[Error,Laugh] = ???
      def begForCash( laugh : Laugh )  : Either[Error,Cash] = ???
    }
    object Clown {
      final object Error {
        case object Empty extends Error;
        case object JokeBombed extends Error;
        case object NoAudience extends Error;
        case object Cheapskates extends Error;
      }
      sealed trait Error;
    
      case class Laugh( loudness : Int );
      case class Cash( quantity : Int, currencyCode : String );
    }
  2. implicit final class Ops[A, B] extends AnyVal

    A value class implementing the operations of a right-biased Either, which throws a java.util.NoSuchElementException if a filter operation or pattern match results in empty.

    A value class implementing the operations of a right-biased Either, which throws a java.util.NoSuchElementException if a filter operation or pattern match results in empty.

    Typical use

    import Either.RightBias._

    For documentation of the operations, please see RightBias.withEmptyToken.Ops

    For more, please see RightBias.

  3. final class withEmptyToken[+E] extends Generic[E]

    A typeclass instance which implements the operations of a right-biased Either.

    A typeclass instance which implements the operations of a right-biased Either. An unsuccessful filter or pattern match will result in a Left containing a specified empty token of type E.

    Typical use

    val RightBias = Either.RightBias.withEmptyToken(-1); //suitable for Either[Int,A]
    import RightBias._

    For more, please see RightBias.

Value Members

  1. final def !=(arg0: Any): Boolean

    Test two objects for inequality.

    Test two objects for inequality.

    returns

    true if !(this == that), false otherwise.

    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

    Equivalent to x.hashCode except for boxed numeric types and null.

    Equivalent to x.hashCode except for boxed numeric types and null. For numerics, it returns a hash value which is consistent with value equality: if two value type instances compare as true, then ## will produce the same hash value for each of them. For null returns a hashcode where null.hashCode throws a NullPointerException.

    returns

    a hash value consistent with ==

    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean

    The expression x == that is equivalent to if (x eq null) that eq null else x.equals(that).

    The expression x == that is equivalent to if (x eq null) that eq null else x.equals(that).

    arg0

    the object to compare against this object for equality.

    returns

    true if the receiver object is equivalent to the argument; false otherwise.

    Definition Classes
    AnyRef → Any
  4. final def asInstanceOf[T0]: T0

    Cast the receiver object to be of type T0.

    Cast the receiver object to be of type T0.

    Note that the success of a cast at runtime is modulo Scala's erasure semantics. Therefore the expression 1.asInstanceOf[String] will throw a ClassCastException at runtime, while the expression List(1).asInstanceOf[List[String]] will not. In the latter example, because the type argument is erased as part of compilation it is not possible to check whether the contents of the list are of the requested type.

    returns

    the receiver object.

    Definition Classes
    Any
    Exceptions thrown

    ClassCastException if the receiver object is not an instance of the erasure of type T0.

  5. def clone(): AnyRef

    Create a copy of the receiver object.

    Create a copy of the receiver object.

    The default implementation of the clone method is platform dependent.

    returns

    a copy of the receiver object.

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
    Note

    not specified by SLS as a member of AnyRef

  6. final def eq(arg0: AnyRef): Boolean

    Tests whether the argument (arg0) is a reference to the receiver object (this).

    Tests whether the argument (arg0) is a reference to the receiver object (this).

    The eq method implements an equivalence relation on non-null instances of AnyRef, and has three additional properties:

    • It is consistent: for any non-null instances x and y of type AnyRef, multiple invocations of x.eq(y) consistently returns true or consistently returns false.
    • For any non-null instance x of type AnyRef, x.eq(null) and null.eq(x) returns false.
    • null.eq(null) returns true.

    When overriding the equals or hashCode methods, it is important to ensure that their behavior is consistent with reference equality. Therefore, if two objects are references to each other (o1 eq o2), they should be equal to each other (o1 == o2) and they should hash to the same value (o1.hashCode == o2.hashCode).

    returns

    true if the argument is a reference to the receiver object; false otherwise.

    Definition Classes
    AnyRef
  7. def equals(arg0: Any): Boolean

    The equality method for reference types.

    The equality method for reference types. Default implementation delegates to eq.

    See also equals in scala.Any.

    returns

    true if the receiver object is equivalent to the argument; false otherwise.

    Definition Classes
    AnyRef → Any
  8. def finalize(): Unit

    Called by the garbage collector on the receiver object when there are no more references to the object.

    Called by the garbage collector on the receiver object when there are no more references to the object.

    The details of when and if the finalize method is invoked, as well as the interaction between finalize and non-local returns and exceptions, are all platform dependent.

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
    Note

    not specified by SLS as a member of AnyRef

  9. final def getClass(): Class[_]

    A representation that corresponds to the dynamic class of the receiver object.

    A representation that corresponds to the dynamic class of the receiver object.

    The nature of the representation is platform dependent.

    returns

    a representation that corresponds to the dynamic class of the receiver object.

    Definition Classes
    AnyRef → Any
    Note

    not specified by SLS as a member of AnyRef

  10. def hashCode(): Int

    The hashCode method for reference types.

    The hashCode method for reference types. See hashCode in scala.Any.

    returns

    the hash code value for this object.

    Definition Classes
    AnyRef → Any
  11. final def isInstanceOf[T0]: Boolean

    Test whether the dynamic type of the receiver object is T0.

    Test whether the dynamic type of the receiver object is T0.

    Note that the result of the test is modulo Scala's erasure semantics. Therefore the expression 1.isInstanceOf[String] will return false, while the expression List(1).isInstanceOf[List[String]] will return true. In the latter example, because the type argument is erased as part of compilation it is not possible to check whether the contents of the list are of the specified type.

    returns

    true if the receiver object is an instance of erasure of type T0; false otherwise.

    Definition Classes
    Any
  12. final def ne(arg0: AnyRef): Boolean

    Equivalent to !(this eq that).

    Equivalent to !(this eq that).

    returns

    true if the argument is not a reference to the receiver object; false otherwise.

    Definition Classes
    AnyRef
  13. final def notify(): Unit

    Wakes up a single thread that is waiting on the receiver object's monitor.

    Wakes up a single thread that is waiting on the receiver object's monitor.

    Definition Classes
    AnyRef
    Note

    not specified by SLS as a member of AnyRef

  14. final def notifyAll(): Unit

    Wakes up all threads that are waiting on the receiver object's monitor.

    Wakes up all threads that are waiting on the receiver object's monitor.

    Definition Classes
    AnyRef
    Note

    not specified by SLS as a member of AnyRef

  15. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef
  16. def toString(): String

    Creates a String representation of this object.

    Creates a String representation of this object. The default representation is platform dependent. On the java platform it is the concatenation of the class name, "@", and the object's hashcode in hexadecimal.

    returns

    a String representation of the object.

    Definition Classes
    AnyRef → Any
  17. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  18. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  19. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  20. object withEmptyToken

    A factory for a typeclass instance which implements the operations of a right-biased Either.

    A factory for a typeclass instance which implements the operations of a right-biased Either. An unsuccessful filter or pattern match will result in a Left containing a specified empty token of type E.

    Typical use

    val RightBias = Either.RightBias.withEmptyToken(-1); //suitable for Either[Int,A]
    import RightBias._

    For more, please see RightBias.

Inherited from AnyRef

Inherited from Any

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