CellDecoderInstances
Value members
Concrete methods
Combine two F[A] values.
Combine two F[A] values.
Example:
scala> import cats.implicits._
scala> SemigroupK[List].combineK(List(1, 2), List(3, 4))
res0: List[Int] = List(1, 2, 3, 4)
- Definition Classes
- SemigroupK
Handle any error, potentially recovering from it, by mapping it to an
F[A]
value.
Handle any error, potentially recovering from it, by mapping it to an
F[A]
value.
- See also:
handleError to handle any error by simply mapping it to an
A
value instead of anF[A]
.recoverWith to recover from only certain errors.
pure
lifts any value into the Applicative Functor.
pure
lifts any value into the Applicative Functor.
Example:
scala> import cats.implicits._
scala> Applicative[Option].pure(10)
res0: Option[Int] = Some(10)
Lift an error into the F
context.
Lift an error into the F
context.
Example:
scala> import cats.implicits._
// integer-rounded division
scala> def divide[F[_]](dividend: Int, divisor: Int)(implicit F: ApplicativeError[F, String]): F[Int] =
| if (divisor === 0) F.raiseError("division by zero")
| else F.pure(dividend / divisor)
scala> type ErrorOr[A] = Either[String, A]
scala> divide[ErrorOr](6, 3)
res0: ErrorOr[Int] = Right(2)
scala> divide[ErrorOr](6, 0)
res1: ErrorOr[Int] = Left(division by zero)
Keeps calling f
until a scala.util.Right[B]
is returned.
Keeps calling f
until a scala.util.Right[B]
is returned.
Based on Phil Freeman's Stack Safety for Free.
Implementations of this method should use constant stack space relative to f
.
Inherited methods
Transform certain errors using pf
and rethrow them.
Non matching errors and successful values are not affected by this function.
Transform certain errors using pf
and rethrow them.
Non matching errors and successful values are not affected by this function.
Example:
scala> import cats._, implicits._
scala> def pf: PartialFunction[String, String] = { case "error" => "ERROR" }
scala> ApplicativeError[Either[String, *], String].adaptError("error".asLeft[Int])(pf)
res0: Either[String,Int] = Left(ERROR)
scala> ApplicativeError[Either[String, *], String].adaptError("err".asLeft[Int])(pf)
res1: Either[String,Int] = Left(err)
scala> ApplicativeError[Either[String, *], String].adaptError(1.asRight[String])(pf)
res2: Either[String,Int] = Right(1)
The same function is available in ApplicativeErrorOps
as adaptErr
- it cannot have the same
name because this would result in ambiguous implicits due to adaptError
having originally been included in the MonadError
API and syntax.
- Definition Classes
- MonadError -> ApplicativeError
- Inherited from:
- MonadError
Given a type A, create a concrete Semigroup[F[A]].
Given a type A, create a concrete Semigroup[F[A]].
Example:
scala> import cats.implicits._
scala> val s: Semigroup[List[Int]] = SemigroupK[List].algebra[Int]
- Inherited from:
- SemigroupK
Given a value and a function in the Apply context, applies the function to the value.
Given a value and a function in the Apply context, applies the function to the value.
Example:
scala> import cats.implicits._
scala> val someF: Option[Int => Long] = Some(_.toLong + 1L)
scala> val noneF: Option[Int => Long] = None
scala> val someInt: Option[Int] = Some(3)
scala> val noneInt: Option[Int] = None
scala> Apply[Option].ap(someF)(someInt)
res0: Option[Long] = Some(4)
scala> Apply[Option].ap(noneF)(someInt)
res1: Option[Long] = None
scala> Apply[Option].ap(someF)(noneInt)
res2: Option[Long] = None
scala> Apply[Option].ap(noneF)(noneInt)
res3: Option[Long] = None
- Definition Classes
- FlatMap -> Apply
- Inherited from:
- FlatMap
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
ap2 is a binary version of ap, defined in terms of ap.
ap2 is a binary version of ap, defined in terms of ap.
- Definition Classes
- FlatMap -> Apply
- Inherited from:
- FlatMap
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
Replaces the A
value in F[A]
with the supplied value.
Replaces the A
value in F[A]
with the supplied value.
Example:
scala> import cats.Functor
scala> import cats.implicits.catsStdInstancesForList
scala> Functor[List].as(List(1,2,3), "hello")
res0: List[String] = List(hello, hello, hello)
- Inherited from:
- Functor
Handle errors by turning them into scala.util.Either values.
Handle errors by turning them into scala.util.Either values.
If there is no error, then an scala.util.Right
value will be returned instead.
All non-fatal errors should be handled by this method.
- Inherited from:
- ApplicativeError
Similar to attempt, but it only handles errors of type EE
.
Similar to attempt, but it only handles errors of type EE
.
- Inherited from:
- ApplicativeError
Similar to attempt, but wraps the result in a cats.data.EitherT for convenience.
Similar to attempt, but wraps the result in a cats.data.EitherT for convenience.
- Inherited from:
- ApplicativeError
Reifies the value or error of the source and performs an effect on the result,
then recovers the original value or error back into F
.
Reifies the value or error of the source and performs an effect on the result,
then recovers the original value or error back into F
.
Note that if the effect returned by f
fails, the resulting effect will fail too.
Alias for fa.attempt.flatTap(f).rethrow
for convenience.
Example:
scala> import cats.implicits._
scala> import scala.util.{Try, Success, Failure}
scala> def checkError(result: Either[Throwable, Int]): Try[String] = result.fold(_ => Failure(new java.lang.Exception), _ => Success("success"))
scala> val a: Try[Int] = Failure(new Throwable("failed"))
scala> a.attemptTap(checkError)
res0: scala.util.Try[Int] = Failure(java.lang.Exception)
scala> val b: Try[Int] = Success(1)
scala> b.attemptTap(checkError)
res1: scala.util.Try[Int] = Success(1)
- Inherited from:
- MonadError
Often E is Throwable. Here we try to call pure or catch and raise.
Often E is Throwable. Here we try to call pure or catch and raise.
- Inherited from:
- ApplicativeError
Often E is Throwable. Here we try to call pure or catch and raise
Often E is Throwable. Here we try to call pure or catch and raise
- Inherited from:
- ApplicativeError
Evaluates the specified block, catching exceptions of the specified type. Uncaught exceptions are propagated.
Evaluates the specified block, catching exceptions of the specified type. Uncaught exceptions are propagated.
- Inherited from:
- ApplicativeError
Given a sequence of as
, combine them and return the total.
Given a sequence of as
, combine them and return the total.
If the sequence is empty, returns None. Otherwise, returns Some(total).
Example:
scala> SemigroupK[List].combineAllOptionK(List(List("One"), List("Two"), List("Three")))
res0: Option[List[String]] = Some(List(One, Two, Three))
scala> SemigroupK[List].combineAllOptionK[String](List.empty)
res1: Option[List[String]] = None
- Inherited from:
- SemigroupK
Similar to combineK but uses Eval to allow for laziness in the second argument. This can allow for "short-circuiting" of computations.
Similar to combineK but uses Eval to allow for laziness in the second argument. This can allow for "short-circuiting" of computations.
NOTE: the default implementation of combineKEval
does not short-circuit
computations. For data structures that can benefit from laziness, SemigroupK
instances should override this method.
In the following example, x.combineK(bomb)
would result in an error,
but combineKEval
"short-circuits" the computation. x
is Some
and thus the
result of bomb
doesn't even need to be evaluated in order to determine
that the result of combineKEval
should be x
.
scala> import cats.{Eval, Later}
scala> import cats.implicits._
scala> val bomb: Eval[Option[Int]] = Later(sys.error("boom"))
scala> val x: Option[Int] = Some(42)
scala> x.combineKEval(bomb).value
res0: Option[Int] = Some(42)
- Inherited from:
- SemigroupK
Return a
combined with itself n
times.
Return a
combined with itself n
times.
Example:
scala> SemigroupK[List].combineNK(List(1), 5)
res0: List[Int] = List(1, 1, 1, 1, 1)
- Inherited from:
- SemigroupK
"Compose" with a G[_]
type to form a SemigroupK
for λ[α => F[G[α]]]
.
Note that this universally works for any G
, because the "inner" structure
isn't considered when combining two instances.
"Compose" with a G[_]
type to form a SemigroupK
for λ[α => F[G[α]]]
.
Note that this universally works for any G
, because the "inner" structure
isn't considered when combining two instances.
Example:
scala> import cats.implicits._
scala> type ListOption[A] = List[Option[A]]
scala> val s: SemigroupK[ListOption] = SemigroupK[List].compose[Option]
scala> s.combineK(List(Some(1), None, Some(2)), List(Some(3), None))
res0: List[Option[Int]] = List(Some(1), None, Some(2), Some(3), None)
- Inherited from:
- SemigroupK
Compose an Applicative[F]
and an Applicative[G]
into an
Applicative[λ[α => F[G[α]]]]
.
Compose an Applicative[F]
and an Applicative[G]
into an
Applicative[λ[α => F[G[α]]]]
.
Example:
scala> import cats.implicits._
scala> val alo = Applicative[List].compose[Option]
scala> alo.pure(3)
res0: List[Option[Int]] = List(Some(3))
scala> alo.product(List(None, Some(true), Some(false)), List(Some(2), None))
res1: List[Option[(Boolean, Int)]] = List(None, None, Some((true,2)), None, Some((false,2)), None)
- Inherited from:
- Applicative
Compose Invariant F[_]
and G[_]
then produce Invariant[F[G[_]]]
using their imap
.
Compose Invariant F[_]
and G[_]
then produce Invariant[F[G[_]]]
using their imap
.
Example:
scala> import cats.implicits._
scala> import scala.concurrent.duration._
scala> val durSemigroupList: Semigroup[List[FiniteDuration]] =
| Invariant[Semigroup].compose[List].imap(Semigroup[List[Long]])(Duration.fromNanos)(_.toNanos)
scala> durSemigroupList.combine(List(2.seconds, 3.seconds), List(4.seconds))
res1: List[FiniteDuration] = List(2 seconds, 3 seconds, 4 seconds)
- Inherited from:
- Invariant
Compose an Apply[F]
and an Apply[G]
into an Apply[λ[α => F[G[α]]]]
.
Compose an Apply[F]
and an Apply[G]
into an Apply[λ[α => F[G[α]]]]
.
Example:
scala> import cats.implicits._
scala> val alo = Apply[List].compose[Option]
scala> alo.product(List(None, Some(true), Some(false)), List(Some(2), None))
res1: List[Option[(Boolean, Int)]] = List(None, None, Some((true,2)), None, Some((false,2)), None)
- Inherited from:
- Apply
Compose Invariant F[_]
and Contravariant G[_]
then produce Invariant[F[G[_]]]
using F's imap
and G's contramap
.
Compose Invariant F[_]
and Contravariant G[_]
then produce Invariant[F[G[_]]]
using F's imap
and G's contramap
.
Example:
scala> import cats.implicits._
scala> import scala.concurrent.duration._
scala> type ToInt[T] = T => Int
scala> val durSemigroupToInt: Semigroup[ToInt[FiniteDuration]] =
| Invariant[Semigroup]
| .composeContravariant[ToInt]
| .imap(Semigroup[ToInt[Long]])(Duration.fromNanos)(_.toNanos)
// semantically equal to (2.seconds.toSeconds.toInt + 1) + (2.seconds.toSeconds.toInt * 2) = 7
scala> durSemigroupToInt.combine(_.toSeconds.toInt + 1, _.toSeconds.toInt * 2)(2.seconds)
res1: Int = 7
- Definition Classes
- Functor -> Invariant
- Inherited from:
- Functor
Compose an Applicative[F]
and a ContravariantMonoidal[G]
into a
ContravariantMonoidal[λ[α => F[G[α]]]]
.
Compose an Applicative[F]
and a ContravariantMonoidal[G]
into a
ContravariantMonoidal[λ[α => F[G[α]]]]
.
Example:
scala> import cats.kernel.Comparison
scala> import cats.implicits._
// compares strings by alphabetical order
scala> val alpha: Order[String] = Order[String]
// compares strings by their length
scala> val strLength: Order[String] = Order.by[String, Int](_.length)
scala> val stringOrders: List[Order[String]] = List(alpha, strLength)
// first comparison is with alpha order, second is with string length
scala> stringOrders.map(o => o.comparison("abc", "de"))
res0: List[Comparison] = List(LessThan, GreaterThan)
scala> val le = Applicative[List].composeContravariantMonoidal[Order]
// create Int orders that convert ints to strings and then use the string orders
scala> val intOrders: List[Order[Int]] = le.contramap(stringOrders)(_.toString)
// first comparison is with alpha order, second is with string length
scala> intOrders.map(o => o.comparison(12, 3))
res1: List[Comparison] = List(LessThan, GreaterThan)
// create the `product` of the string order list and the int order list
// `p` contains a list of the following orders:
// 1. (alpha comparison on strings followed by alpha comparison on ints)
// 2. (alpha comparison on strings followed by length comparison on ints)
// 3. (length comparison on strings followed by alpha comparison on ints)
// 4. (length comparison on strings followed by length comparison on ints)
scala> val p: List[Order[(String, Int)]] = le.product(stringOrders, intOrders)
scala> p.map(o => o.comparison(("abc", 12), ("def", 3)))
res2: List[Comparison] = List(LessThan, LessThan, LessThan, GreaterThan)
- Inherited from:
- Applicative
Compose Invariant F[_]
and Functor G[_]
then produce Invariant[F[G[_]]]
using F's imap
and G's map
.
Compose Invariant F[_]
and Functor G[_]
then produce Invariant[F[G[_]]]
using F's imap
and G's map
.
Example:
scala> import cats.implicits._
scala> import scala.concurrent.duration._
scala> val durSemigroupList: Semigroup[List[FiniteDuration]] =
| Invariant[Semigroup]
| .composeFunctor[List]
| .imap(Semigroup[List[Long]])(Duration.fromNanos)(_.toNanos)
scala> durSemigroupList.combine(List(2.seconds, 3.seconds), List(4.seconds))
res1: List[FiniteDuration] = List(2 seconds, 3 seconds, 4 seconds)
- Inherited from:
- Invariant
Turns a successful value into an error if it does not satisfy a given predicate.
Turns a successful value into an error if it does not satisfy a given predicate.
- Inherited from:
- MonadError
Turns a successful value into an error specified by the error
function if it does not satisfy a given predicate.
Turns a successful value into an error specified by the error
function if it does not satisfy a given predicate.
- Inherited from:
- MonadError
- Inherited from:
- FlatMapArityFunctions
- Inherited from:
- FlatMapArityFunctions
- Inherited from:
- FlatMapArityFunctions
- Inherited from:
- FlatMapArityFunctions
- Inherited from:
- FlatMapArityFunctions
- Inherited from:
- FlatMapArityFunctions
- Inherited from:
- FlatMapArityFunctions
- Inherited from:
- FlatMapArityFunctions
- Inherited from:
- FlatMapArityFunctions
- Inherited from:
- FlatMapArityFunctions
- Inherited from:
- FlatMapArityFunctions
- Inherited from:
- FlatMapArityFunctions
- Inherited from:
- FlatMapArityFunctions
- Inherited from:
- FlatMapArityFunctions
- Inherited from:
- FlatMapArityFunctions
- Inherited from:
- FlatMapArityFunctions
- Inherited from:
- FlatMapArityFunctions
- Inherited from:
- FlatMapArityFunctions
- Inherited from:
- FlatMapArityFunctions
- Inherited from:
- FlatMapArityFunctions
- Inherited from:
- FlatMapArityFunctions
Apply a monadic function and discard the result while keeping the effect.
Apply a monadic function and discard the result while keeping the effect.
scala> import cats._, implicits._
scala> Option(1).flatTap(_ => None)
res0: Option[Int] = None
scala> Option(1).flatTap(_ => Some("123"))
res1: Option[Int] = Some(1)
scala> def nCats(n: Int) = List.fill(n)("cat")
nCats: (n: Int)List[String]
scala> List[Int](0).flatTap(nCats)
res2: List[Int] = List()
scala> List[Int](4).flatTap(nCats)
res3: List[Int] = List(4, 4, 4, 4)
- Inherited from:
- FlatMap
"flatten" a nested F
of F
structure into a single-layer F
structure.
"flatten" a nested F
of F
structure into a single-layer F
structure.
This is also commonly called join
.
Example:
scala> import cats.Eval
scala> import cats.implicits._
scala> val nested: Eval[Eval[Int]] = Eval.now(Eval.now(3))
scala> val flattened: Eval[Int] = nested.flatten
scala> flattened.value
res0: Int = 3
- Inherited from:
- FlatMap
Alias for map, since map can't be injected as syntax if
the implementing type already had a built-in .map
method.
Alias for map, since map can't be injected as syntax if
the implementing type already had a built-in .map
method.
Example:
scala> import cats.implicits._
scala> val m: Map[Int, String] = Map(1 -> "hi", 2 -> "there", 3 -> "you")
scala> m.fmap(_ ++ "!")
res0: Map[Int,String] = Map(1 -> hi!, 2 -> there!, 3 -> you!)
- Inherited from:
- Functor
Like an infinite loop of >> calls. This is most useful effect loops that you want to run forever in for instance a server.
Like an infinite loop of >> calls. This is most useful effect loops that you want to run forever in for instance a server.
This will be an infinite loop, or it will return an F[Nothing].
Be careful using this. For instance, a List of length k will produce a list of length k^n at iteration n. This means if k = 0, we return an empty list, if k = 1, we loop forever allocating single element lists, but if we have a k > 1, we will allocate exponentially increasing memory and very quickly OOM.
- Inherited from:
- FlatMap
Tuple the values in fa with the result of applying a function with the value
Tuple the values in fa with the result of applying a function with the value
Example:
scala> import cats.Functor
scala> import cats.implicits.catsStdInstancesForOption
scala> Functor[Option].fproduct(Option(42))(_.toString)
res0: Option[(Int, String)] = Some((42,42))
- Inherited from:
- Functor
Pair the result of function application with A
.
Pair the result of function application with A
.
Example:
scala> import cats.Functor
scala> import cats.implicits.catsStdInstancesForOption
scala> Functor[Option].fproductLeft(Option(42))(_.toString)
res0: Option[(String, Int)] = Some((42,42))
- Inherited from:
- Functor
Convert from scala.Either
Convert from scala.Either
Example:
scala> import cats.ApplicativeError
scala> import cats.instances.option._
scala> ApplicativeError[Option, Unit].fromEither(Right(1))
res0: scala.Option[Int] = Some(1)
scala> ApplicativeError[Option, Unit].fromEither(Left(()))
res1: scala.Option[Nothing] = None
- Inherited from:
- ApplicativeError
Convert from scala.Option
Convert from scala.Option
Example:
scala> import cats.implicits._
scala> import cats.ApplicativeError
scala> val F = ApplicativeError[Either[String, *], String]
scala> F.fromOption(Some(1), "Empty")
res0: scala.Either[String, Int] = Right(1)
scala> F.fromOption(Option.empty[Int], "Empty")
res1: scala.Either[String, Int] = Left(Empty)
- Inherited from:
- ApplicativeError
If the error type is Throwable, we can convert from a scala.util.Try
If the error type is Throwable, we can convert from a scala.util.Try
- Inherited from:
- ApplicativeError
Convert from cats.data.Validated
Convert from cats.data.Validated
Example:
scala> import cats.implicits._
scala> import cats.ApplicativeError
scala> ApplicativeError[Option, Unit].fromValidated(1.valid[Unit])
res0: scala.Option[Int] = Some(1)
scala> ApplicativeError[Option, Unit].fromValidated(().invalid[Int])
res1: scala.Option[Int] = None
- Inherited from:
- ApplicativeError
Handle any error, by mapping it to an A
value.
Handle any error, by mapping it to an A
value.
- See also:
handleErrorWith to map to an
F[A]
value instead of simply anA
value.recover to only recover from certain errors.
- Inherited from:
- ApplicativeError
Simulates an if/else-if/else in the context of an F. It evaluates conditions until one evaluates to true, and returns the associated F[A]. If no condition is true, returns els.
Simulates an if/else-if/else in the context of an F. It evaluates conditions until one evaluates to true, and returns the associated F[A]. If no condition is true, returns els.
scala> import cats._
scala> Monad[Eval].ifElseM(Eval.later(false) -> Eval.later(1), Eval.later(true) -> Eval.later(2))(Eval.later(5)).value
res0: Int = 2
Based on a gist by Daniel Spiewak with a stack-safe implementation due to P. Oscar Boykin
- See also:
See https://gitter.im/typelevel/cats-effect?at=5f297e4314c413356f56d230 for the discussion.
- Inherited from:
- Monad
Lifts if
to Functor
Lifts if
to Functor
Example:
scala> import cats.Functor
scala> import cats.implicits.catsStdInstancesForList
scala> Functor[List].ifF(List(true, false, false))(1, 0)
res0: List[Int] = List(1, 0, 0)
- Inherited from:
- Functor
Transform an F[A]
into an F[B]
by providing a transformation from A
to B
and one from B
to A
.
Transform an F[A]
into an F[B]
by providing a transformation from A
to B
and one from B
to A
.
Example:
scala> import cats.implicits._
scala> import scala.concurrent.duration._
scala> val durSemigroup: Semigroup[FiniteDuration] =
| Invariant[Semigroup].imap(Semigroup[Long])(Duration.fromNanos)(_.toNanos)
scala> durSemigroup.combine(2.seconds, 3.seconds)
res1: FiniteDuration = 5 seconds
- Definition Classes
- Functor -> Invariant
- Inherited from:
- Functor
iterateForeverM is almost exclusively useful for effect types. For instance, A may be some state, we may take the current state, run some effect to get a new state and repeat.
iterateForeverM is almost exclusively useful for effect types. For instance, A may be some state, we may take the current state, run some effect to get a new state and repeat.
- Inherited from:
- FlatMap
Execute an action repeatedly until its result satisfies the given predicate and return that result, discarding all others.
Execute an action repeatedly until its result satisfies the given predicate and return that result, discarding all others.
- Inherited from:
- Monad
Apply a monadic function iteratively until its result satisfies the given predicate and return that result.
Apply a monadic function iteratively until its result satisfies the given predicate and return that result.
- Inherited from:
- Monad
Execute an action repeatedly until its result fails to satisfy the given predicate and return that result, discarding all others.
Execute an action repeatedly until its result fails to satisfy the given predicate and return that result, discarding all others.
- Inherited from:
- Monad
Apply a monadic function iteratively until its result fails to satisfy the given predicate and return that result.
Apply a monadic function iteratively until its result fails to satisfy the given predicate and return that result.
- Inherited from:
- Monad
Lift a function f to operate on Functors
Lift a function f to operate on Functors
Example:
scala> import cats.Functor
scala> import cats.implicits.catsStdInstancesForOption
scala> val o = Option(42)
scala> Functor[Option].lift((x: Int) => x + 10)(o)
res0: Option[Int] = Some(52)
- Inherited from:
- Functor
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
Applies the pure (binary) function f to the effectful values fa and fb.
Applies the pure (binary) function f to the effectful values fa and fb.
map2 can be seen as a binary version of cats.Functor#map.
Example:
scala> import cats.implicits._
scala> val someInt: Option[Int] = Some(3)
scala> val noneInt: Option[Int] = None
scala> val someLong: Option[Long] = Some(4L)
scala> val noneLong: Option[Long] = None
scala> Apply[Option].map2(someInt, someLong)((i, l) => i.toString + l.toString)
res0: Option[String] = Some(34)
scala> Apply[Option].map2(someInt, noneLong)((i, l) => i.toString + l.toString)
res0: Option[String] = None
scala> Apply[Option].map2(noneInt, noneLong)((i, l) => i.toString + l.toString)
res0: Option[String] = None
scala> Apply[Option].map2(noneInt, someLong)((i, l) => i.toString + l.toString)
res0: Option[String] = None
- Definition Classes
- FlatMap -> Apply
- Inherited from:
- FlatMap
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
Similar to map2 but uses Eval to allow for laziness in the F[B]
argument. This can allow for "short-circuiting" of computations.
Similar to map2 but uses Eval to allow for laziness in the F[B]
argument. This can allow for "short-circuiting" of computations.
NOTE: the default implementation of map2Eval
does not short-circuit
computations. For data structures that can benefit from laziness, Apply
instances should override this method.
In the following example, x.map2(bomb)(_ + _)
would result in an error,
but map2Eval
"short-circuits" the computation. x
is None
and thus the
result of bomb
doesn't even need to be evaluated in order to determine
that the result of map2Eval
should be None
.
scala> import cats.{Eval, Later}
scala> import cats.implicits._
scala> val bomb: Eval[Option[Int]] = Later(sys.error("boom"))
scala> val x: Option[Int] = None
scala> x.map2Eval(bomb)(_ + _).value
res0: Option[Int] = None
- Definition Classes
- FlatMap -> Apply
- Inherited from:
- FlatMap
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
Pair A
with the result of function application.
Pair A
with the result of function application.
Example:
scala> import cats.implicits._
scala> List("12", "34", "56").mproduct(_.toList)
res0: List[(String, Char)] = List((12,1), (12,2), (34,3), (34,4), (56,5), (56,6))
- Inherited from:
- FlatMap
Execute a callback on certain errors, then rethrow them. Any non matching error is rethrown as well.
Execute a callback on certain errors, then rethrow them. Any non matching error is rethrown as well.
In the following example, only one of the errors is logged, but they are both rethrown, to be possibly handled by another layer of the program:
scala> import cats._, data._, implicits._
scala> case class Err(msg: String)
scala> type F[A] = EitherT[State[String, *], Err, A]
scala> val action: PartialFunction[Err, F[Unit]] = {
| case Err("one") => EitherT.liftF(State.set("one"))
| }
scala> val prog1: F[Int] = (Err("one")).raiseError[F, Int]
scala> val prog2: F[Int] = (Err("two")).raiseError[F, Int]
scala> prog1.onError(action).value.run("").value
res0: (String, Either[Err,Int]) = (one,Left(Err(one)))
scala> prog2.onError(action).value.run("").value
res1: (String, Either[Err,Int]) = ("",Left(Err(two)))
- Inherited from:
- ApplicativeError
point
lifts any value into a Monoidal Functor.
point
lifts any value into a Monoidal Functor.
Example:
scala> import cats.implicits._
scala> InvariantMonoidal[Option].point(10)
res0: Option[Int] = Some(10)
- Inherited from:
- InvariantMonoidal
Combine an F[A]
and an F[B]
into an F[(A, B)]
that maintains the effects of both fa
and fb
.
Combine an F[A]
and an F[B]
into an F[(A, B)]
that maintains the effects of both fa
and fb
.
Example:
scala> import cats.implicits._
scala> val noneInt: Option[Int] = None
scala> val some3: Option[Int] = Some(3)
scala> val noneString: Option[String] = None
scala> val someFoo: Option[String] = Some("foo")
scala> Semigroupal[Option].product(noneInt, noneString)
res0: Option[(Int, String)] = None
scala> Semigroupal[Option].product(noneInt, someFoo)
res1: Option[(Int, String)] = None
scala> Semigroupal[Option].product(some3, noneString)
res2: Option[(Int, String)] = None
scala> Semigroupal[Option].product(some3, someFoo)
res3: Option[(Int, String)] = Some((3,foo))
- Definition Classes
- FlatMap -> Apply -> Semigroupal
- Inherited from:
- FlatMap
Compose two actions, discarding any value produced by the second.
Compose two actions, discarding any value produced by the second.
- See also:
productR to discard the value of the first instead. Example:
scala> import cats.implicits._ scala> import cats.data.Validated scala> import Validated.{Valid, Invalid} scala> type ErrOr[A] = Validated[String, A] scala> val validInt: ErrOr[Int] = Valid(3) scala> val validBool: ErrOr[Boolean] = Valid(true) scala> val invalidInt: ErrOr[Int] = Invalid("Invalid int.") scala> val invalidBool: ErrOr[Boolean] = Invalid("Invalid boolean.") scala> Apply[ErrOr].productL(validInt)(validBool) res0: ErrOr[Int] = Valid(3) scala> Apply[ErrOr].productL(invalidInt)(validBool) res1: ErrOr[Int] = Invalid(Invalid int.) scala> Apply[ErrOr].productL(validInt)(invalidBool) res2: ErrOr[Int] = Invalid(Invalid boolean.) scala> Apply[ErrOr].productL(invalidInt)(invalidBool) res3: ErrOr[Int] = Invalid(Invalid int.Invalid boolean.)
- Definition Classes
- FlatMap -> Apply
- Inherited from:
- FlatMap
Sequentially compose two actions, discarding any value produced by the second. This variant of productL also lets you define the evaluation strategy of the second action. For instance you can evaluate it only ''after'' the first action has finished:
Sequentially compose two actions, discarding any value produced by the second. This variant of productL also lets you define the evaluation strategy of the second action. For instance you can evaluate it only ''after'' the first action has finished:
scala> import cats.Eval
scala> import cats.implicits._
scala> var count = 0
scala> val fa: Option[Int] = Some(3)
scala> def fb: Option[Unit] = Some(count += 1)
scala> fa.productLEval(Eval.later(fb))
res0: Option[Int] = Some(3)
scala> assert(count == 1)
scala> none[Int].productLEval(Eval.later(fb))
res1: Option[Int] = None
scala> assert(count == 1)
- Inherited from:
- FlatMap
Compose two actions, discarding any value produced by the first.
Compose two actions, discarding any value produced by the first.
- See also:
productL to discard the value of the second instead. Example:
scala> import cats.implicits._ scala> import cats.data.Validated scala> import Validated.{Valid, Invalid} scala> type ErrOr[A] = Validated[String, A] scala> val validInt: ErrOr[Int] = Valid(3) scala> val validBool: ErrOr[Boolean] = Valid(true) scala> val invalidInt: ErrOr[Int] = Invalid("Invalid int.") scala> val invalidBool: ErrOr[Boolean] = Invalid("Invalid boolean.") scala> Apply[ErrOr].productR(validInt)(validBool) res0: ErrOr[Boolean] = Valid(true) scala> Apply[ErrOr].productR(invalidInt)(validBool) res1: ErrOr[Boolean] = Invalid(Invalid int.) scala> Apply[ErrOr].productR(validInt)(invalidBool) res2: ErrOr[Boolean] = Invalid(Invalid boolean.) scala> Apply[ErrOr].productR(invalidInt)(invalidBool) res3: ErrOr[Boolean] = Invalid(Invalid int.Invalid boolean.)
- Definition Classes
- FlatMap -> Apply
- Inherited from:
- FlatMap
Sequentially compose two actions, discarding any value produced by the first. This variant of productR also lets you define the evaluation strategy of the second action. For instance you can evaluate it only ''after'' the first action has finished:
Sequentially compose two actions, discarding any value produced by the first. This variant of productR also lets you define the evaluation strategy of the second action. For instance you can evaluate it only ''after'' the first action has finished:
scala> import cats.Eval
scala> import cats.implicits._
scala> val fa: Option[Int] = Some(3)
scala> def fb: Option[String] = Some("foo")
scala> fa.productREval(Eval.later(fb))
res0: Option[String] = Some(foo)
- Inherited from:
- FlatMap
Returns raiseError
when cond
is false, otherwise F.unit
Returns raiseError
when cond
is false, otherwise F.unit
- Example:
val tooMany = 5 val x: Int = ??? F.raiseUnless(x < tooMany)(new IllegalArgumentException("Too many"))
- Inherited from:
- ApplicativeError
Returns raiseError
when the cond
is true, otherwise F.unit
Returns raiseError
when the cond
is true, otherwise F.unit
- Example:
val tooMany = 5 val x: Int = ??? F.raiseWhen(x >= tooMany)(new IllegalArgumentException("Too many"))
- Inherited from:
- ApplicativeError
Recover from certain errors by mapping them to an A
value.
Recover from certain errors by mapping them to an A
value.
- See also:
handleError to handle any/all errors.
recoverWith to recover from certain errors by mapping them to
F[A]
values.- Inherited from:
- ApplicativeError
Recover from certain errors by mapping them to an F[A]
value.
Recover from certain errors by mapping them to an F[A]
value.
- See also:
handleErrorWith to handle any/all errors.
recover to recover from certain errors by mapping them to
A
values.- Inherited from:
- ApplicativeError
Returns a new value that transforms the result of the source,
given the recover
or map
functions, which get executed depending
on whether the result is successful or if it ends in error.
Returns a new value that transforms the result of the source,
given the recover
or map
functions, which get executed depending
on whether the result is successful or if it ends in error.
This is an optimization on usage of attempt and map, this equivalence being available:
fa.redeem(fe, fs) <-> fa.attempt.map(_.fold(fe, fs))
Usage of redeem
subsumes handleError because:
fa.redeem(fe, id) <-> fa.handleError(fe)
Implementations are free to override it in order to optimize error recovery.
- Value parameters:
- fa
is the source whose result is going to get transformed
- recover
is the function that gets called to recover the source in case of error
- See also:
MonadError.redeemWith, attempt and handleError
- Inherited from:
- ApplicativeError
Returns a new value that transforms the result of the source,
given the recover
or bind
functions, which get executed depending
on whether the result is successful or if it ends in error.
Returns a new value that transforms the result of the source,
given the recover
or bind
functions, which get executed depending
on whether the result is successful or if it ends in error.
This is an optimization on usage of attempt and flatMap, this equivalence being available:
fa.redeemWith(fe, fs) <-> fa.attempt.flatMap(_.fold(fe, fs))
Usage of redeemWith
subsumes handleErrorWith because:
fa.redeemWith(fe, F.pure) <-> fa.handleErrorWith(fe)
Usage of redeemWith
also subsumes flatMap because:
fa.redeemWith(F.raiseError, fs) <-> fa.flatMap(fs)
Implementations are free to override it in order to optimize error recovery.
- Value parameters:
- bind
is the function that gets to transform the source in case of success
- fa
is the source whose result is going to get transformed
- recover
is the function that gets called to recover the source in case of error
- See also:
redeem, attempt and handleErrorWith
- Inherited from:
- MonadError
Given fa
and n
, apply fa
n
times to construct an F[List[A]]
value.
Given fa
and n
, apply fa
n
times to construct an F[List[A]]
value.
Example:
scala> import cats.data.State
scala> type Counter[A] = State[Int, A]
scala> val getAndIncrement: Counter[Int] = State { i => (i + 1, i) }
scala> val getAndIncrement5: Counter[List[Int]] =
| Applicative[Counter].replicateA(5, getAndIncrement)
scala> getAndIncrement5.run(0).value
res0: (Int, List[Int]) = (5,List(0, 1, 2, 3, 4))
- Inherited from:
- Applicative
Given fa
and n
, apply fa
n
times discarding results to return F[Unit].
Given fa
and n
, apply fa
n
times discarding results to return F[Unit].
Example:
scala> import cats.data.State
scala> type Counter[A] = State[Int, A]
scala> val getAndIncrement: Counter[Int] = State { i => (i + 1, i) }
scala> val getAndIncrement5: Counter[Unit] =
| Applicative[Counter].replicateA_(5, getAndIncrement)
scala> getAndIncrement5.run(0).value
res0: (Int, Unit) = (5,())
- Inherited from:
- Applicative
Inverse of attempt
Inverse of attempt
Example:
scala> import cats.implicits._
scala> import scala.util.{Try, Success}
scala> val a: Try[Either[Throwable, Int]] = Success(Left(new java.lang.Exception))
scala> a.rethrow
res0: scala.util.Try[Int] = Failure(java.lang.Exception)
scala> val b: Try[Either[Throwable, Int]] = Success(Right(1))
scala> b.rethrow
res1: scala.util.Try[Int] = Success(1)
- Inherited from:
- MonadError
return a semigroupK that reverses the order so combineK(a, b) == reverse.combineK(b, a)
return a semigroupK that reverses the order so combineK(a, b) == reverse.combineK(b, a)
- Inherited from:
- SemigroupK
Combines F[A]
and F[B]
into a F[Either[A,B]]]
.
Combines F[A]
and F[B]
into a F[Either[A,B]]]
.
Example:
scala> import cats.SemigroupK
scala> import cats.data.NonEmptyList
scala> SemigroupK[NonEmptyList].sum(NonEmptyList.one("abc"), NonEmptyList.one(2))
res0: NonEmptyList[Either[String,Int]] = NonEmptyList(Left(abc), Right(2))
- Inherited from:
- SemigroupK
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
- Inherited from:
- ApplyArityFunctions
Tuples the A
value in F[A]
with the supplied B
value, with the B
value on the left.
Tuples the A
value in F[A]
with the supplied B
value, with the B
value on the left.
Example:
scala> import scala.collection.immutable.Queue
scala> import cats.Functor
scala> import cats.implicits.catsStdInstancesForQueue
scala> Functor[Queue].tupleLeft(Queue("hello", "world"), 42)
res0: scala.collection.immutable.Queue[(Int, String)] = Queue((42,hello), (42,world))
- Inherited from:
- Functor
Tuples the A
value in F[A]
with the supplied B
value, with the B
value on the right.
Tuples the A
value in F[A]
with the supplied B
value, with the B
value on the right.
Example:
scala> import scala.collection.immutable.Queue
scala> import cats.Functor
scala> import cats.implicits.catsStdInstancesForQueue
scala> Functor[Queue].tupleRight(Queue("hello", "world"), 42)
res0: scala.collection.immutable.Queue[(String, Int)] = Queue((hello,42), (world,42))
- Inherited from:
- Functor
Returns an F[Unit]
value, equivalent with pure(())
.
Returns an F[Unit]
value, equivalent with pure(())
.
A useful shorthand, also allowing implementations to optimize the
returned reference (e.g. it can be a val
).
Example:
scala> import cats.implicits._
scala> Applicative[Option].unit
res0: Option[Unit] = Some(())
- Inherited from:
- Applicative
Returns the given argument (mapped to Unit) if cond
is false
,
otherwise, unit lifted into F.
Returns the given argument (mapped to Unit) if cond
is false
,
otherwise, unit lifted into F.
Example:
scala> import cats.implicits._
scala> Applicative[List].unlessA(true)(List(1, 2, 3))
res0: List[Unit] = List(())
scala> Applicative[List].unlessA(false)(List(1, 2, 3))
res1: List[Unit] = List((), (), ())
scala> Applicative[List].unlessA(true)(List.empty[Int])
res2: List[Unit] = List(())
scala> Applicative[List].unlessA(false)(List.empty[Int])
res3: List[Unit] = List()
- Inherited from:
- Applicative
This repeats an F until we get defined values. This can be useful for polling type operations on State (or RNG) Monads, or in effect monads.
This repeats an F until we get defined values. This can be useful for polling type operations on State (or RNG) Monads, or in effect monads.
- Inherited from:
- FlatMap
Execute an action repeatedly until the Boolean
condition returns true
.
The condition is evaluated after the loop body. Collects results into an
arbitrary Alternative
value, such as a Vector
.
This implementation uses append on each evaluation result,
so avoid data structures with non-constant append performance, e.g. List
.
Execute an action repeatedly until the Boolean
condition returns true
.
The condition is evaluated after the loop body. Collects results into an
arbitrary Alternative
value, such as a Vector
.
This implementation uses append on each evaluation result,
so avoid data structures with non-constant append performance, e.g. List
.
- Inherited from:
- Monad
Execute an action repeatedly until the Boolean
condition returns true
.
The condition is evaluated after the loop body. Discards results.
Execute an action repeatedly until the Boolean
condition returns true
.
The condition is evaluated after the loop body. Discards results.
- Inherited from:
- Monad
Un-zips an F[(A, B)]
consisting of element pairs or Tuple2 into two separate F's tupled.
Un-zips an F[(A, B)]
consisting of element pairs or Tuple2 into two separate F's tupled.
NOTE: Check for effect duplication, possibly memoize before
scala> import cats.Functor
scala> import cats.implicits.catsStdInstancesForList
scala> Functor[List].unzip(List((1,2), (3, 4)))
res0: (List[Int], List[Int]) = (List(1, 3),List(2, 4))
- Inherited from:
- Functor
Empty the fa of the values, preserving the structure
Empty the fa of the values, preserving the structure
Example:
scala> import cats.Functor
scala> import cats.implicits.catsStdInstancesForList
scala> Functor[List].void(List(1,2,3))
res0: List[Unit] = List((), (), ())
- Inherited from:
- Functor
Returns the given argument (mapped to Unit) if cond
is true
, otherwise,
unit lifted into F.
Returns the given argument (mapped to Unit) if cond
is true
, otherwise,
unit lifted into F.
Example:
scala> import cats.implicits._
scala> Applicative[List].whenA(true)(List(1, 2, 3))
res0: List[Unit] = List((), (), ())
scala> Applicative[List].whenA(false)(List(1, 2, 3))
res1: List[Unit] = List(())
scala> Applicative[List].whenA(true)(List.empty[Int])
res2: List[Unit] = List()
scala> Applicative[List].whenA(false)(List.empty[Int])
res3: List[Unit] = List(())
- Inherited from:
- Applicative
Execute an action repeatedly as long as the given Boolean
expression
returns true
. The condition is evaluated before the loop body.
Collects the results into an arbitrary Alternative
value, such as a Vector
.
This implementation uses append on each evaluation result,
so avoid data structures with non-constant append performance, e.g. List
.
Execute an action repeatedly as long as the given Boolean
expression
returns true
. The condition is evaluated before the loop body.
Collects the results into an arbitrary Alternative
value, such as a Vector
.
This implementation uses append on each evaluation result,
so avoid data structures with non-constant append performance, e.g. List
.
- Inherited from:
- Monad
Execute an action repeatedly as long as the given Boolean
expression
returns true
. The condition is evaluated before the loop body.
Discards results.
Execute an action repeatedly as long as the given Boolean
expression
returns true
. The condition is evaluated before the loop body.
Discards results.
- Inherited from:
- Monad
Lifts natural subtyping covariance of covariant Functors.
Lifts natural subtyping covariance of covariant Functors.
NOTE: In certain (perhaps contrived) situations that rely on universal
equality this can result in a ClassCastException
, because it is
implemented as a type cast. It could be implemented as map(identity)
, but
according to the functor laws, that should be equal to fa
, and a type
cast is often much more performant.
See this example
of widen
creating a ClassCastException
.
Example:
scala> import cats.Functor
scala> import cats.implicits.catsStdInstancesForOption
scala> val s = Some(42)
scala> Functor[Option].widen(s)
res0: Option[Int] = Some(42)
- Inherited from:
- Functor