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Monads and Functors

The Monad class defines the basic operations over a monad, a concept from a branch of mathematics known as category theory. From the perspective of a Haskell programmer, however, it is best to think of a monad as an abstract datatype of actions. Haskell's do expressions provide a convenient syntax for writing monadic expressions.

Monadic Classes

class Functor f where
  fmap :: (a -> b) -> f a -> f b

class Monad m where
  (>>=)  :: m a -> (a -> m b) -> m b
  (>>)   :: m a -> m b -> m b
  return :: a -> m a
  fail   :: String -> m a
  • (>>=) Sequentially compose two actions, passing any value produced by the first as an argument to the second.
  • (>>) Sequentially compose two actions, discarding any value produced by the first, like sequencing operators (such as the semicolon) in imperative languages
  • (return) Inject a value into the monadic type
  • (fail) Fail with a message. This operation is not part of the mathematical definition of a monad, but is invoked on pattern-match failure in a do expression.

A minimal complete definition of the Monad class requires implementing >>= and return, since

m >> k = m >>= \_ -> k
fail s = error s

Monadic Laws

Instances of Functor should satisfy the following laws.

fmap id  ==  id
fmap (f . g)  ==  fmap f . fmap g

Instances of Monad should satisfy the following laws.

return a >>= k  ==  k a
m >>= return  ==  m
m >>= (\x -> k x >>= h)  ==  (m >>= k) >>= h

Instances of both 'Monad' and 'Functor' should additionally satisfy the law:

fmap f xs  ==  xs >>= return . f

Monad Instances

Maybe

The Maybe type encapsulates an optional value. The Maybe type is a simple kind of error monad where all of the errors are represented by Nothing.

data Maybe a = Nothing | Just a

maybe :: b -> (a -> b) -> Maybe a -> b
maybe n f Nothing  = n
maybe n f (Just x) = f x

instance Functor Maybe where
  fmap f Nothing  = Nothing
  fmap f (Just x) = Just (f x)

instance Monad Maybe where
  (Just x) >>= k = k x
  Nothing  >>= k = Nothing
  return         = Just
  fail s         = Nothing

Lists

-- not valid Haskell; for illustration only
data [a] = [] | a : [a]

instance Functor [] where
  fmap = map

instance Monad [] where
  m >>= k = concat (map k m)
  return x = [x]
  fail s = []

IO

A value of type IO a is a computation which, when performed, does some I/O before returning a value of type a.

The only way to perform an I/O action is to bind it to Main.main in your program. It isn't possible to perform I/O from an arbitrary function, unless that function is itself in the IO monad and called directly or indirectly from Main.main.

-- abstract
data IO a = ...

instance Functor IO where
  fmap f x = x >>= (return . f)

instance Monad IO where
  (>>=)  = ...
  return = ...
  fail s = ioError (userError s)

-- related functions
userError :: String  -> IOError
ioError   :: IOError -> IO a
catch     :: IO a    -> (IOError -> IO a) -> IO a

The two monadic binding functions, methods in the Monad class, are used to compose a series of I/O operations. The >> function is used where the result of the first operation is uninteresting, for example when it is (). The >>= operation passes the result of the first operation as an argument to the second operation.

As an example of IO usage, the following program reads in an input file, filters out everything that isn't ascii, writes it to an output file, and prints a message that it was successful.

main = readFile "input-file"                      >>= \s ->
       writeFile "output-file" (filter isAscii s) >>
       putStrLn "Filtering successful"

In do notation, this reads

main = do
        s <- readFile "input-file"
        writeFile "output-file" (filter isAscii s)
        putStrLn "Filtering successful"

do notation

A do expression provides a more conventional syntax for monadic programming. It allows an expression such as

putStr "x: "     >>
getLine          >>= \l ->
return (words l)

to be written in a more traditional way as:

do putStr "x: "
  l <- getLine
  return (words l)

It can also be written using semicolons as follows

do { putStr "x: "; l <- getLine; return (words l) }

Basic Monad Functions

mapM f is equivalent to sequence . map f

mapM      :: Monad m => (a -> m b) -> [a] -> m [b]

mapM_ f is equivalent to sequence_ . map f

mapM_     :: Monad m => (a -> m b) -> [a] -> m ()

forM is mapM with its arguments flipped

forM      :: Monad m => [a] -> (a -> m b) -> m [b]

forM_ is mapM_ with its arguments flipped

forM_     :: Monad m => [a] -> (a -> m b) -> m ()

Evaluate each action in the sequence from left to right, and collect the results

sequence  :: Monad m => [m a] -> m [a]

Evaluate each action in the sequence from left to right, and ignore the results

sequence_ :: Monad m => [m a] -> m ()

Same as >>=, but with the arguments interchanged

(=<<)     :: Monad m => (a -> m b) -> m a -> m b

Left-to-right Kleisli composition of monads

(>=>)     :: Monad m => (a -> m b) -> (b -> m c) -> a -> m c

Right-to-left Kleisli composition of monads. (>=>) with the arguments flipped

(<=<)     :: Monad m => (b -> m c) -> (a -> m b) -> a -> m c

forever act repeats the action indefinitiely

forever   :: Monad m => m a -> m b

void value discards or ignores the result of evaluation, such as the return value of an IO action

void      :: Functor f => f a -> f ()
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