I am trying to get a hold over understanding Applicative functors currently. And my understanding is falling short somewhere but I cannot pinpoint where. Source from where I am trying to build an understanding CIS 194 UPenn - Homework 10
I am working with a custom data type and its Applicative instance which are as follows :
-- A parser for a value of type a is a function which takes a String
-- represnting the input to be parsed, and succeeds or fails; if it
-- succeeds, it returns the parsed value along with the remainder of
-- the input.
newtype Parser a = Parser { runParser :: String -> Maybe (a, String) }
instance Functor Parser where
fmap :: (a -> b) -> Parser a -> Parser b
fmap fn parserA = Parser (fmap (first fn) . parseAFunc)
where parseAFunc = runParser parserA
appliedFunc p1 p2 str = case runParser p1 str of
Nothing -> Nothing
Just (f, str2) -> case runParser p2 str2 of
Nothing -> Nothing
Just (x, str3) -> Just (f x, str3)
instance Applicative Parser where
pure a = Parser (\s -> Just (a, s))
p1 <*> p2 = Parser (appliedFunc p1 p2)
-- For example, 'satisfy' takes a predicate on Char, and constructs a
-- parser which succeeds only if it sees a Char that satisfies the
-- predicate (which it then returns). If it encounters a Char that
-- does not satisfy the predicate (or an empty input), it fails.
satisfy :: (Char -> Bool) -> Parser Char
satisfy p = Parser f
where
f [] = Nothing -- fail on the empty input
f (x:xs) -- check if x satisfies the predicate
-- if so, return x along with the remainder
-- of the input (that is, xs)
| p x = Just (x, xs)
| otherwise = Nothing -- otherwise, fail
-- Using satisfy, we can define the parser 'char c' which expects to
-- see exactly the character c, and fails otherwise.
char :: Char -> Parser Char
char c = satisfy (== c)
-- Below is a parser for positive Ints which parses
-- the prefix of contiguous digits in a given String
-- as an Int
posUse :: Parser Int
posUse = Parser f
where
f xs
| null ns = Nothing
| otherwise = Just (read ns, rest)
where (ns, rest) = span isDigit xs
-- Below function takes a function and a pair and returns a pair
-- with the function applied to the first element of pair
first :: (a -> b) -> (a, c) -> (b, c)
first fn (x, y) = (fn x, y)
Using all the above setup, I am trying to construct some more complicated Parsers using simple Parsers defined above. So fmap has type fmap :: Functor f => (a -> b) -> f a -> f b
. And as per my understanding currently, Applicative allows us to extend fmap
to functions that take n-ary functions and n Functor parameters and return the resultant functor.
fmap
can be defined in terms of pure
and <*>
as :
fmap1 :: Applicative f => (a -> b) -> f a -> f b
fmap1 f x = pure f <*> x
I understand why the above will work given that the implementations of pure
and <*>
are appropriate since the types nicely line up.
Extending this to fmap2
aka liftA2
:
fmap2 :: Applicative f => (a -> b -> c) -> f a -> f b -> f c
fmap2 f x y = pure f <*> x <*> y
My understanding of why the above works is as follows :
pure g
will have type f (a -> b -> c)
And so therefore pure g <*> x
will have type f (b -> c)
since functions are curried. Then this type combined with the type type of y (f b
) using <*>
will finally give us the type of the result which is f c
which is what we needed the type fmap2
to be.
This understanding did not break down when I tried to construct a Parser out of 2 simple Parsers as follows :
-- This Parser expects to see the characters ’a’ and ’b’ and returns them
-- as a pair.
abParser = liftA2 (\c1 c2 -> (c2 c1)) (char 'a') (char 'b')
The above works as expected.
But when I try to make the parser intPair
which reads two integer values separated by a space and returns the integer values in a list using liftA3
my understanding of lift is not working since I expect the following to work but the linter complains :
intPair :: Parser [Int]
intPair = liftA3 (\x y z -> [z x]) posUse (char ' ') posUse
The above does not compile as the last argument needs to have the type Parser (Int -> a)
(according to type inference) but I have passed posUse
which has the type Parser Int
.
TL;DR :
Sorry for the long description. If anyone does not want to go through it all (expecially the custom data type and its Applicative and Functor instance) -- please let me know if my understanding of why fmap2
aka liftA2
works is correct and how does that understanding extend to liftA3
?
The definition of liftA3
seems to be something different than just an extension of the definition of liftA2
using <*>
and pure
.
Edit 1 : As stated above, the below line was being complained about by the linter
intPair :: Parser [Int]
intPair = liftA3 (\x y z -> [z x]) posUse (char ' ') posUse
The linter expected the type for the last argument to be Parser (Int -> a)
.
But after I defined an explicit function instead of passing a lambda, it worked as I expected to work.
fnn :: Int -> Char -> Int -> [Int]
fnn arg1 arg2 arg3 = [arg1, arg3]
intPair = liftA3 fnn posUse (char ' ') posUse
It works as I expected.
You've just made a silly mistake when converting from a named function to an anonymous one. Contrast:
fnn arg1 arg2 arg3 = [arg1, arg3] -- your working code
fnn = \x y z -> [z x] -- your broken code
fnn = \x y z -> [z, x] -- type-correct code
fnn = \x y z -> [x, z] -- more correct translation of your working code