Grundlagen
Hello World
main ist der Einstiegspunkt, putStrLn gibt mit Zeilenumbruch aus
-- GHCi interactive environment
-- launch: ghci (quit with :q)
-- simple arithmetic
> 2 + 3
5
-- function application (no parentheses needed)
> succ 5
6
-- define a function
> double x = x * 2
> double 10
20
-- lists
> [1,2,3,4]
[1,2,3,4]
-- strings are lists of chars
> "hello"
"hello"Kommentare
{- -} für mehrzeilige Kommentare
-- single line comment
{- multi-line comment
spanning multiple lines -}
{- nested {- comments -} are allowed -}
-- comments are ignored by the compilerGHCi Interaktiv
:t zeigt den Typ, :q beendet
-- hello.hs
main :: IO ()
main = putStrLn "Hello, World!"
-- run interpreted
-- runhaskell hello.hs
-- or compile to an executable
-- ghc hello.hs && ./hellolet-Bindung
let definiert lokale Variablen in einem do-Block
-- in GHCi, 'let' defines a binding (no 'in' needed)
> let x = 5
> let double n = n * 2
> x + double x
15
-- in a source file, top-level bindings need no 'let'
y = 10
-- 'let' inside an expression needs 'in'
z = let a = 2 in a * a -- 4Einrückungsregeln
Haskell verwendet Einrückung statt geschweifter Klammern
-- :t shows the type of an expression
> :t 'a'
'a' :: Char
> :t True
True :: Bool
> :t "hi"
"hi" :: [Char]
> :t (+)
(+) :: Num a => a -> a -> a
-- :info shows typeclass info
> :info NumLoading Files
:load loads a module into GHCi; :reload reloads it after edits. :browse lists everything a module exports. :main runs the program with command-line arguments. These make the REPL workflow smooth.
-- GHCi commands
> :load MyModule.hs -- or :l
> :reload -- or :r, reload after edits
> :type main -- check a type
> :browse Data.List -- list a module's exports
> :main arg1 arg2 -- run main with args
-- :set +t auto-prints types of resultsTypen
Basistypen
:: annotiert Typen explizit
-- Int: bounded integer (platform-dependent)
x :: Int
x = 9
-- Integer: arbitrary-precision (unbounded)
big :: Integer
big = 2 ^ 100
-- Float / Double (prefer Double)
piVal :: Double
piVal = 3.14159
-- Bool
flag :: Bool
flag = True
-- Char (single Unicode character)
c :: Char
c = 'a'Funktionstypen
-> ist rechtsassoziativ, der letzte ist der Rückgabetyp
-- explicit type signature above a binding
age :: Int
age = 30
-- annotate an expression inline with ::
result = (5 :: Int) + 3
-- function signature
add :: Int -> Int -> Int
add x y = x + y
-- annotate a list
nums :: [Double]
nums = [1.0, 2.0, 3.0]Typvariablen
Kleinbuchstaben sind Typvariablen
-- 'a' is a type variable (polymorphic)
id' :: a -> a
id' x = x
-- works for any type
> id' 5
5
> id' "hello"
"hello"
-- length works on any list
length :: [a] -> IntMaybe-Typ
Maybe repräsentiert Berechnungen, die fehlschlagen können
-- '->' is right-associative
add :: Int -> Int -> Int
-- equivalent to: Int -> (Int -> Int)
-- takes a function as an argument
apply :: (a -> b) -> a -> b
apply f x = f x
-- returns a function
const' :: a -> b -> a
const' x y = xEither-Typ
Either wird für Fehlerbehandlung verwendet
-- Maybe: optional values
data Maybe a = Nothing | Just a
safeDiv :: Double -> Double -> Maybe Double
safeDiv _ 0 = Nothing
safeDiv x y = Just (x / y)
-- Either: a value or an error
data Either a b = Left a | Right b
-- convention: Left = error, Right = success
parse :: String -> Either String Int
parse s = Right (read s)Tuples & List Types
Tuples (a, b) hold a fixed number of values of possibly different types. Lists [a] hold any number of values of the same type. A tuple's type encodes its size; a list's type does not.
-- tuple: (a, b)
pair :: (Int, String)
pair = (1, "one")
-- list: [a]
nums :: [Int]
nums = [1, 2, 3]
-- list of tuples
pairs :: [(Int, String)]
pairs = [(1, "a"), (2, "b")]
-- empty list keeps the polymorphic type
empty :: [a]
empty = []Typklassen
Eq-Typklasse
Eq definiert Gleichheitsvergleich
-- name, parameters, '=', body
double :: Int -> Int
double x = x * 2
-- application: just a space, no parentheses
> double 5
10
-- multiple parameters (curried)
add :: Int -> Int -> Int
add x y = x + y
> add 3 4
7Show und Read
Show/Read-Typklassen
-- application is left-associative
> max 3 5
5
> max (max 3 5) 7
7
-- '$' has the lowest precedence, right-associative
> sum (map (*2) [1..5])
30
> sum $ map (*2) [1..5] -- same, fewer parens
-- chain reads left to right
> putStrLn $ show $ sum [1..10]
55Num und Ord
Num für numerische Operationen, Ord für Sortiervergleich
-- wrap an operator in () to use as a function
> (+) 2 3
5
> (*) 4 5
20
-- sections: partial application of operators
> (+10) 5
15
> (3/) 12
0.25
> (/3) 12
4.0
-- backticks make a function infix
> 10 `div` 3
3
> 10 `mod` 3
1Functor-Typklasse
Functor ist mappable
-- (.) composes functions right to left
(.) :: (b -> c) -> (a -> b) -> a -> c
(f . g) x = f (g x)
> negate . sum $ [1,2,3]
-6
-- chaining
fn = ceiling . negate . tan
> fn (pi/4)
-1
-- point-free style
odd' = not . evenTypeinschränkungen
Links von => ist die Typeinschränkung
-- functions are first-class values
applyTwice :: (a -> a) -> a -> a
applyTwice f x = f (f x)
> applyTwice (+3) 10
16
> applyTwice (\x -> x*x) 2
16
-- pass functions to higher-order functions
> map (*2) [1..5]
[2,4,6,8,10]
> filter even [1..6]
[2,4,6]Infix & Prefix
Any binary function can be written infix between backticks (3 `elem` xs), and any operator can be written prefix in parentheses (mod 10 3). Choose whichever reads more naturally in context.
-- infix operators can be written prefix with ()
> mod 10 3
1
> div 10 3
3
-- functions can be written infix with backticks
> 10 `mod` 3
1
> 10 `div` 3
3
-- elem: membership test, often infix
> 3 `elem` [1,2,3]
TrueFunktionen
Funktionsdefinition
Funktionsaufrufe benötigen keine Klammern
-- lists are homogeneous linked lists
nums :: [Int]
nums = [1, 2, 3, 4, 5]
-- strings are [Char]
chars = ['h','e','l','l','o']
str = "hello" -- same as chars
-- empty list
empty = []
-- cons (prepend) is O(1)
> 0 : [1,2,3]
[0,1,2,3]Mehrfachparameter-Funktionen
Alle Funktionen sind einparameterig (curried)
-- ranges
> [1..5]
[1,2,3,4,5]
-- with a step (first two elements)
> [2,4..10]
[2,4,6,8,10]
-- decreasing needs the step
> [5,4..1]
[5,4,3,2,1]
-- infinite lists (lazy)
> take 5 [1..]
[1,2,3,4,5]
> take 3 (cycle [1,2])
[1,2,1]Operatoren als Funktionen
() wandelt einen Operator in eine Funktion um
-- basic access (partial: crash on empty)
> head [1,2,3]
1
> tail [1,2,3]
[2,3]
> last [1,2,3]
3
> init [1,2,3]
[1,2]
-- safe helpers
> length [1,2,3]
3
> null []
True
> reverse [1,2,3]
[3,2,1]Funktionskomposition
. Operator komponiert Funktionen
-- '++' concatenates two lists
> [1,2] ++ [3,4]
[1,2,3,4]
-- ':' prepends a single element (O(1))
> 1 : [2,3]
[1,2,3]
-- concat flattens one level
> concat [[1,2],[3,4],[5]]
[1,2,3,4,5]
-- intercalate joins with a separator
> intercalate ", " ["a","b","c"]
"a, b, c"where-Klausel
where definiert Hilfsfunktionen am Ende einer Funktion
-- like mathematical set-builder notation
> [x*2 | x <- [1..5]]
[2,4,6,8,10]
-- with a predicate (filter)
> [x | x <- [1..10], even x]
[2,4,6,8,10]
-- multiple generators = Cartesian product
> [(x,y) | x <- [1,2], y <- ['a','b']]
[(1,'a'),(1,'b'),(2,'a'),(2,'b')]
-- with a let binding
> [x*y | x <- [1..3], let y = x+1]
[2,6,12]Common List Functions
elem checks membership (often infix). sum and product reduce lists of numbers. take/drop extract or remove a prefix. splitAt splits at an index into a pair. All return new lists since lists are immutable.
-- membership (often written infix)
> elem 3 [1,2,3]
True
> 3 `elem` [1,2,3]
True
-- reductions
> sum [1..10]
55
> product [1..5]
120
-- take / drop a prefix
> take 3 [1..10]
[1,2,3]
> drop 3 [1..10]
[4,5,6,7,8,9,10]
-- split at an index
> splitAt 3 [1..6]
([1,2,3],[4,5,6])Musterabgleich
Grundlegender Musterabgleich
In Reihenfolge matchen, _ matcht alles
-- tuples can hold different types
pair :: (Int, String)
pair = (1, "hello")
triple :: (Int, String, Double)
triple = (1, "x", 3.14)
-- the size is part of the type
-- (1,2) and (1,2,3) are different typesListen-Musterabgleich
: trennt Kopf und Rest
-- fst/snd only work on pairs
> fst (1, "a")
1
> snd (1, "a")
"a"
-- swap exchanges the components
> swap (1, 2)
(2,1)
-- these do NOT work on triples
> fst (1, 2, 3) -- type error!Tupel-Musterabgleich
Jede Position eines Tupels matchen
-- destructure a tuple by position
describe :: (Int, String) -> String
describe (n, s) = show n ++ ": " ++ s
-- ignore components with _
firstOf :: (a, b, c) -> a
firstOf (x, _, _) = x
-- in a list comprehension
> [n | (n, _) <- [(1,'a'),(2,'b')]]
[1,2]as-Muster
@ behält den gesamten gematchten Wert
-- zip pairs elements from two lists
> zip [1,2,3] ['a','b','c']
[(1,'a'),(2,'b'),(3,'c')]
-- stops at the shorter list
> zip [1,2,3] [4,5]
[(1,4),(2,5)]
-- unzip splits a list of pairs
> unzip [(1,'a'),(2,'b')]
([1,2],"ab")case-Ausdruck
case für Musterabgleich innerhalb eines Funktionskörpers
-- list: same type, variable length
ints :: [Int]
ints = [1, 2, 3]
-- tuple: mixed types, fixed length
mixed :: (Int, String, Bool)
mixed = (1, "x", True)
-- list of tuples (tabular data)
people :: [(String, Int)]
people = [("Alice",30),("Bob",25)]
-- cannot mix types in a list
> [1, "two"] -- type errorGuards
Grundlegende Guards
otherwise ist ein Alias für True
-- match on literals, top to bottom
lucky :: Int -> String
lucky 7 = "LUCKY SEVEN!"
lucky _ = "Sorry, you're out of luck"
> lucky 7
"LUCKY SEVEN!"
> lucky 13
"Sorry, you're out of luck"Mehrfachparameter-Guards
Guards prüfen in Reihenfolge
-- empty list
isEmpty [] = True
isEmpty _ = False
-- head and tail (cons pattern)
head' :: [a] -> a
head' (x:_) = x
-- first two elements
firstTwo :: [a] -> [a]
firstTwo (x:y:_) = [x,y]
firstTwo xs = xswhere mit Guards
where kann von allen Guards geteilt werden
-- match by position
addPair :: (Int, Int) -> Int
addPair (x, y) = x + y
-- nested patterns
getAge :: (String, (Int, Int)) -> Int
getAge (_, (age, _)) = age
-- ignore with _
nameOf :: (String, Int) -> String
nameOf (name, _) = nameAs Patterns
As-patterns (name@pattern) bind a name to the whole matched value while also destructuring it. Useful when you need both the original and its parts, avoiding costly reconstruction.
-- '@' keeps the whole value AND its parts
firstLetter :: String -> String
firstLetter "" = "Empty string!"
firstLetter all@(x:_) =
"The first letter of " ++ all ++ " is " ++ [x]
> firstLetter "Haskell"
"The first letter of Haskell is H"Case Expressions
case performs pattern matching within an expression. It's useful when a function's body needs to branch on a value computed after some setup. Patterns are tried in order; add a catch-all if needed.
-- pattern match inside any expression
describe :: [a] -> String
describe xs =
case xs of
[] -> "empty"
[_] -> "singleton"
_ -> "longer"
-- case on any value, e.g. an Ordering
classify n = case compare n 0 of
LT -> "negative"
EQ -> "zero"
GT -> "positive"Constructor Patterns
Patterns can match data constructors like Red, Nothing, and Just. This is how algebraic data types are deconstructed. The compiler warns about non-exhaustive patterns, so cover all constructors.
-- match on data constructors
data Color = Red | Green | Blue
toString :: Color -> String
toString Red = "red"
toString Green = "green"
toString Blue = "blue"
-- match on Maybe
fromMaybe :: a -> Maybe a -> a
fromMaybe d Nothing = d
fromMaybe _ (Just x) = xWhere / Let
where-Klausel
where steht am Ende einer Funktionsdefinition
-- '|' tests boolean conditions in order
bmiTell :: Double -> String
bmiTell bmi
| bmi <= 18.5 = "underweight"
| bmi <= 25.0 = "normal"
| bmi <= 30.0 = "overweight"
| otherwise = "obese"
> bmiTell 22.0
"normal"let-in-Ausdruck
let-in ist ein Ausdruck, kann überall verwendet werden
-- otherwise is just True
otherwise :: Bool
otherwise = True
-- a signum implementation
signum' :: Int -> Int
signum' n
| n < 0 = -1
| n == 0 = 0
| otherwise = 1let im do-Block
let in einem do-Block benötigt kein in
-- multiple parameters
max' :: Int -> Int -> Int
max' a b
| a > b = a
| otherwise = b
-- shared helpers via where
bmiTell :: Double -> Double -> String
bmiTell w h
| bmi <= 18.5 = "underweight"
| bmi <= 25.0 = "normal"
| otherwise = "overweight"
where bmi = w / h^2let in Listen-Comprehension
let kann in Listen-Comprehensions verwendet werden
-- pattern matching: fixed values/structure
factorial 0 = 1
factorial n = n * factorial (n-1)
-- guards: ranges and conditions
clamp :: Int -> Int -> Int -> Int
clamp lo hi x
| x < lo = lo
| x > hi = hi
| otherwise = xif-then-else
In Haskell, 'if' is an expression that always returns a value—both branches are required. For multi-way branches, guards are cleaner than nested if-then-else. if-then-else suits simple two-way choices.
-- 'if' is an expression that returns a value
abs' :: Int -> Int
abs' n = if n < 0 then -n else n
-- nested ifs (prefer guards for readability)
grade :: Int -> Char
grade n =
if n >= 90 then 'A'
else if n >= 80 then 'B'
else if n >= 70 then 'C'
else 'F'Listen
Listen-Grundlagen
Listen sind verkettete Listen gleichartiger Elemente
-- where: definitions at the bottom, scoped to a function
area :: Double -> Double -> Double
area w h = w * h_adj
where
h_adj = h * 0.9 -- adjust height
scale = 0.9 -- a helper
-- definitions can refer to each other
f x = a + b
where a = x * 2
b = a + 1 -- refers to aBereichslisten
Unterstützt Schrittweite und unendliche Listen
-- let <bindings> in <expr>
cylinder :: Double -> Double -> Double
cylinder r h =
let side = 2 * pi * r * h
top = pi * r^2
in side + 2 * top
-- scoped to the expression only
> let z = 5 in z * z
25
-- z is not in scope hereListen-Operationen
Grundlegende Listen-Operationsfunktionen
-- in do, 'let' needs no 'in'
main = do
let x = 5
y = 10
putStrLn $ "sum = " ++ show (x + y)
-- in a list comprehension, no 'in'
> [x*y | x <- [1..3], let y = x+1]
[2, 6, 12]Listen-Verkettung
++ verkettet, : stellt vorne an
-- where bindings support pattern matching
describe :: [a] -> String
describe xs = "head is " ++ show first
where (first:_) = xs
-- multiple where bindings
analyze :: [Int] -> String
analyze xs =
"sum=" ++ show s ++ ", len=" ++ show l
where s = sum xs
l = length xsListen-Comprehension
Ähnlich wie mathematische Mengen-Comprehensions
-- let: an expression, available wherever expressions go
-- (needs 'in', except in do/comprehension)
-- where: a declaration, attached to a function
-- (cannot be nested as an expression)
-- same result, two styles:
-- with let:
f x = let y = x+1 in y*y
-- with where:
f' x = y*y where y = x+1Tupel
Tupel-Grundlagen
Tupel können verschiedene Typen enthalten
-- base case + recursive case
factorial :: Int -> Int
factorial 0 = 1
factorial n = n * factorial (n - 1)
> factorial 5
120Tupel-Funktionen
fst/snd funktionieren nur bei Paaren
-- match [] then (x:xs)
length' :: [a] -> Int
length' [] = 0
length' (_:xs) = 1 + length' xs
sum' :: Num a => [a] -> a
sum' [] = 0
sum' (x:xs) = x + sum' xsTupel-Musterabgleich
Musterabgleich destrukturiert Tupel
-- carry the running result in an accumulator
factorial :: Int -> Int
factorial n = go n 1
where
go 0 acc = acc
go k acc = go (k-1) (k*acc)
-- sum with an accumulator
sumTo :: Int -> Int
sumTo n = go n 0
where go 0 acc = acc
go k acc = go (k-1) (k+acc)Quick Sort
This famous example shows Haskell's expressiveness: list comprehensions split around a pivot, then recursively sort each part. Not the most efficient quicksort, but a beautiful demo of recursion and comprehensions.
-- elegant but not in-place quicksort
qsort :: Ord a => [a] -> [a]
qsort [] = []
qsort (p:xs) =
qsort smaller ++ [p] ++ qsort larger
where
smaller = [x | x <- xs, x < p]
larger = [x | x <- xs, x >= p]
> qsort [3,1,4,1,5,9,2,6]
[1,1,2,3,4,5,6,9]Mutual Recursion
Mutual recursion is when two or more functions call each other. Here even' and odd' reduce toward the base case 0. Both must be defined (order doesn't matter in a module).
-- functions calling each other
even' :: Int -> Bool
even' 0 = True
even' n = odd' (n - 1)
odd' :: Int -> Bool
odd' 0 = False
odd' n = even' (n - 1)
> even' 4
TrueFunktionen höherer Ordnung
map
map wendet eine Funktion auf jedes Element an
-- map applies a function to every element
> map (*2) [1,2,3]
[2,4,6]
> map (+1) [1..5]
[2,3,4,5,6]
-- with a lambda
> map (\x -> x*x) [1..4]
[1,4,9,16]
-- strings are lists of chars
> map toUpper "hello"
"HELLO"filter
filter behält Elemente, die das Prädikat erfüllen
-- keep elements satisfying a predicate
> filter even [1..10]
[2,4,6,8,10]
> filter (>3) [1,2,3,4,5]
[4,5]
-- with a lambda
> filter (\c -> c /= ' ') "hello world"
"helloworld"
-- count matches
> length (filter odd [1..100])
50foldl und foldr
foldl linke Faltung, foldr rechte Faltung
-- foldl: left fold (function, seed, list)
> foldl (+) 0 [1..5]
15
-- foldr: right fold
> foldr (+) 0 [1..5]
15
-- associativity differs:
-- foldl: ((((0+1)+2)+3)+4)+5
-- foldr: 1+(2+(3+(4+(5+0))))
-- foldl1/foldr1 use the first element as seed
> foldl1 max [3,1,4,1,5]
5zipWith
zipWith kombiniert zwei Listen mit einer Funktion
-- apply a function to paired elements
> zipWith (+) [1,2,3] [10,20,30]
[11,22,33]
> zipWith (*) [1,2,3,4] [2,2,2,2]
[2,4,6,8]
-- combine strings
> zipWith (\a b -> a ++ b) ["a","b"] ["1","2"]
["a1","b2"]
-- stops at the shorter list
> zipWith max [1,5,3] [2,4,6,8]
[2,5,6]Funktionsanwendung $
$ Operator reduziert Klammern
-- scanl returns all intermediate accumulators
> scanl (+) 0 [1,2,3]
[0,1,3,6]
-- scanr from the right
> scanr (+) 0 [1,2,3]
[6,5,3,0]
-- running maximum
> scanl max 0 [3,1,4,1,5]
[0,3,3,4,4,5]takeWhile & dropWhile
takeWhile stops at the first element failing the predicate; dropWhile drops the prefix that satisfies it. span splits a list at the first failing element. Great for prefix-based processing.
-- takeWhile: take while the predicate holds
> takeWhile (<5) [1,2,3,4,5,4,3]
[1,2,3,4]
-- dropWhile: drop while the predicate holds
> dropWhile (<5) [1,2,3,4,5,4,3]
[5,4,3]
-- span splits at the first failing element
> span (<3) [1,2,3,4,5]
([1,2],[3,4,5])
-- first word of a string
> takeWhile (/= ' ') "hello world"
"hello"Map / Filter / Fold
Verkettete Operationen
map/filter/fold kombinieren
-- '\' defines a lambda (resembles the λ symbol)
> (\x -> x + 1) 5
6
-- used with map
> map (\x -> x * x) [1..4]
[1,4,9,16]
-- used with filter
> filter (\x -> x > 2) [1,2,3,4]
[3,4]scanl/scanr
scan behält alle Zwischenergebnisse
-- parameters separated by spaces
> (\x y -> x + y) 3 4
7
-- in zipWith
> zipWith (\x y -> x * y + 1) [1,2,3] [10,20,30]
[11,21,31]takeWhile/dropWhile
Elemente nach Bedingung nehmen/verwerfen
-- lambdas can pattern match their one argument
> map (\(a,b) -> a + b) [(1,2),(3,4)]
[3,7]
-- only ONE pattern, no fallthrough
-- this crashes if it doesn't match:
> (\(x:_) -> x) [] -- runtime errorLambdas in Higher-Order
Lambdas shine with fold, filter, and map. They can return other functions (\x -> \y -> ...), demonstrating currying. Keep them short—long lambdas are clearer as named functions.
-- combining with fold
> foldl (\acc x -> acc + x*2) 0 [1,2,3]
12
-- with filter (infix via backticks)
> length . filter (\x -> x `mod` 2 == 0) $ [1..10]
5
-- a lambda returning a function
> (\x -> \y -> x + y) 3 4
7Point-free Style
Point-free style omits explicit arguments, expressing functions via composition and application. It's concise but can hurt readability if overdone. Prefer it for short chains where the flow is obvious.
-- explicit: name every argument
sumSquares xs = sum (map (^2) xs)
-- point-free: omit arguments via composition
sumSquares' = sum . map (^2)
-- more examples
count p = length . filter p
oddNums = filter odd
negateAll = map negateLambdas
Anonyme Funktionen
\ definiert ein Lambda, wie λ
-- all functions are curried (one arg at a time)
add :: Int -> Int -> Int
add x y = x + y
-- apply fewer args to get a function
add5 :: Int -> Int
add5 = add 5
> add5 10
15
-- with map
> map (add 5) [1,2,3]
[6,7,8]Mehrfachparameter-Lambda
Mehrere Parameter durch Leerzeichen getrennt
-- left section (fix the left operand)
> map (+3) [1,2,3]
[4,5,6]
-- right section (fix the right operand)
> map (3/) [9, 12, 18]
[0.333..,0.25,0.166..]
-- (-3) is the NUMBER, not a section!
> map (subtract 3) [4,5,6]
[1,2,3]
-- comparison sections
> filter (>3) [1..6]
[4,5,6]Lambda mit Musterabgleich
Musterabgleich in Lambdas
-- flip swaps the first two arguments
flip :: (a -> b -> c) -> b -> a -> c
flip f x y = f y x
-- fix the second argument instead of the first
> map (flip (-) 1) [3,4,5]
[2,3,4]
-- divide from the other side
> map (flip div 2) [4,6,9]
[2,3,4]Currying Explained
a -> b -> c means a -> (b -> c): a function taking 'a' and returning a function. Application is left-associative: f x y = (f x) y. This is why partial application works naturally.
-- this signature:
max :: Int -> Int -> Int
-- is actually: Int -> (Int -> Int)
-- max takes an Int and returns a function
-- step by step
> :t max 5
max 5 :: Int -> Int
> (max 5) 10
10
-- application is left-associative
> max 5 10 == ((max 5) 10)
TrueFunctions Returning Functions
Functions can return other functions, naturally arising from currying. This enables function factories: multiplyBy 2 creates a doubler. Partial application like greet "Hi" configures a function for later use.
-- return a function
multiplyBy :: Int -> (Int -> Int)
multiplyBy n = \x -> n * x
-- or equivalently (currying)
multiplyBy' n x = n * x
> let double = multiplyBy 2
> double 21
42
-- configure a function via partial application
greet :: String -> String -> String
greet greeting name = greeting ++ ", " ++ name
sayHi = greet "Hi" -- a configured greeterCurrying
Partielle Anwendung
Alle Funktionen werden automatisch gecurried
-- Eq: equality
> 5 == 5
True
> "a" /= "b"
True
-- Ord: ordering
> 3 < 5
True
> compare 3 5
LT
-- Show: convert to a string
> show 5
"5"
> show [1,2,3]
"[1,2,3]"
-- Read: parse from a string
> read "5" + 2
7Infix-Partielle Anwendung
Partielle Anwendung von Operatoren
-- '=>' constrains the type variables
(==) :: Eq a => a -> a -> Bool
(<) :: Ord a => a -> a -> Bool
show :: Show a => a -> String
-- a function requiring Eq
elem :: Eq a => a -> [a] -> Bool
elem _ [] = False
elem x (y:ys) = x == y || elem x ys
-- multiple constraints
showMax :: (Ord a, Show a) => [a] -> String
showMax xs = show (maximum xs)flip-Funktion
flip tauscht die Argumentreihenfolge
-- declare a typeclass with method signatures
class Eq a where
(==) :: a -> a -> Bool
(/=) :: a -> a -> Bool
-- default implementations
x == y = not (x /= y)
x /= y = not (x == y)
-- minimal: define either (==) or (/=)Instance Declarations
instance Typeclass Type where implements a typeclass for a type. Each method must be defined unless a default exists. After this, TrafficLight values can use ==, /=, and show.
data TrafficLight = Red | Yellow | Green
instance Eq TrafficLight where
Red == Red = True
Yellow == Yellow = True
Green == Green = True
_ == _ = False
instance Show TrafficLight where
show Red = "Red light"
show Yellow = "Yellow light"
show Green = "Green light"Numeric Typeclasses
The numeric hierarchy includes Num (all numbers), Fractional (supports /), and Integral (supports div, mod). Int and Double are different types—use fromIntegral to convert between them safely.
-- Num: basic numeric operations
(+) :: Num a => a -> a -> a
(*) :: Num a => a -> a -> a
negate :: Num a => a -> a
-- Fractional: supports division
(/) :: Fractional a => a -> a -> a
-- Integral: integer division
div, mod :: Integral a => a -> a -> a
-- convert between numeric types
> fromIntegral (length [1,2,3]) + 0.5
3.5Deriving
Many typeclasses can be derived automatically: Eq, Ord, Show, Read, Enum, Bounded. This avoids writing boilerplate instances. Enum and Bounded enable range syntax ([Red ..]) and minBound/maxBound.
-- automatically derive common typeclasses
data Color = Red | Green | Blue
deriving (Eq, Ord, Show, Read, Enum, Bounded)
> show Red
"Red"
> Red < Green
True
> minBound :: Color
Red
> [Red ..]
[Red,Green,Blue]Komposition
Funktionskomposition
. komponiert von rechts nach links
-- sum type: alternatives separated by '|'
data Bool' = False' | True'
-- pattern match on constructors
not' :: Bool' -> Bool'
not' True' = False'
not' False' = True'
-- value constructors with no fields
data Weekday = Mon | Tue | Wed | Thu | FriMehrfunktions-Komposition
Mehrere Funktionen verketten-komponieren
-- product type: constructors carry fields
data Point = Point Double Double
data Shape
= Circle Double -- radius
| Rect Double Double -- width, height
-- construct values
p = Point 1.0 2.0
c = Circle 5.0
r = Rect 3.0 4.0Point-free-Stil
Argumente weglassen, prägnanter
-- a type parameter 'a' (like Maybe)
data Maybe' a = Nothing' | Just' a
-- a boxed value
data Box a = Box a
-- use it with any type
> Just' 5
Just' 5
> Box "hello"
Box "hello"
-- model failure with Maybe
divide :: Double -> Double -> Maybe' Double
divide _ 0 = Nothing'
divide x y = Just' (x/y)Recursive Types
A type can refer to itself, forming recursive structures. IntList is a singly-linked list of Ints. Tree a is a binary tree. Pattern matching naturally recurses over such structures.
-- a custom linked list
data IntList = INil | ICons Int IntList
-- build the list 1,2,3
xs = ICons 1 (ICons 2 (ICons 3 INil))
-- a binary tree
data Tree a = Leaf | Node a (Tree a) (Tree a)
tree = Node 1 (Node 2 Leaf Leaf) (Node 3 Leaf Leaf)A BST with Functions
Algebraic data types pair naturally with recursive functions via pattern matching. This BST implementation inserts while keeping order, and inorder traversal flattens to a sorted list. ADTs plus recursion replace classes in OOP.
data Tree a = Leaf | Node a (Tree a) (Tree a)
-- insert into a binary search tree
insert :: Ord a => a -> Tree a -> Tree a
insert x Leaf = Node x Leaf Leaf
insert x (Node y l r)
| x < y = Node y (insert x l) r
| otherwise = Node y l (insert x r)
-- inorder traversal yields a sorted list
inorder :: Tree a -> [a]
inorder Leaf = []
inorder (Node x l r) = inorder l ++ [x] ++ inorder rEnumerations
A sum type of nullary constructors acts like an enum. Deriving Enum enables succ/pred and range syntax ([North ..]); deriving Bounded gives minBound/maxBound. This is Haskell's idiomatic enumeration.
-- enum-like sum type
data Direction = North | East | South | West
deriving (Eq, Ord, Enum, Bounded, Show)
-- enumerate via Enum
> [North .. West]
[North,East,South,West]
-- Bounded: the limits
> minBound :: Direction
North
> maxBound :: Direction
West
-- cycle through directions
next :: Direction -> Direction
next West = North
next d = succ dMonaden
Maybe-Monade
Maybe behandelt automatisch Fehlerweitergabe
-- without records (positional, error-prone)
data Person0 = Person0 String Int String
-- with records (named fields)
data Person = Person
{ name :: String
, age :: Int
, city :: String
}
-- construct with field names (any order)
p1 = Person { name = "Alice", age = 30, city = "NYC" }Listen-Monade
Listen-Monade repräsentiert nichtdeterministische Berechnung
-- field names are accessor functions
> name p1
"Alice"
> age p1
30
-- their types
> :t name
name :: Person -> String
> :t age
age :: Person -> Int
-- record patterns also work
greet :: Person -> String
greet (Person { name = n }) = "Hi, " ++ nIO-Monade
IO-Monade isoliert Seiteneffekte
-- functional update: change only some fields
p2 = p1 { age = 31 }
-- the original is unchanged (immutable)
> age p1
30
> age p2
31
-- update multiple fields at once
p3 = p1 { age = 31, city = "LA" }bind-Operator
>>= ist die Kern-Monaden-Operation
-- match and bind fields by name
birthday :: Person -> Person
birthday p@Person { age = a } = p { age = a + 1 }
-- ignore unneeded fields
getName :: Person -> String
getName Person { name = n } = n
-- as-pattern keeps the whole record
isAdult :: Person -> Bool
isAdult p@Person { age = a } = a >= 18return
return bringt einen Wert in einen Monaden-Kontext
-- field names share a top-level namespace
data Person = Person { name :: String }
data Company = Company { name :: String }
-- ERROR: 'name' clashes in the same module
-- workaround 1: prefix the fields
data Person' = Person' { personName :: String }
data Company' = Company' { companyName :: String }
-- workaround 2: language extensions
{-# LANGUAGE DuplicateRecordFields #-}Funktoren
fmap
fmap wendet eine Funktion auf einen Wert in einem Funktor an
-- file Geometry.hs
module Geometry
( sphereVolume -- explicit export list
, cubeVolume
) where
sphereVolume :: Float -> Float
sphereVolume r = (4/3) * pi * r^3
cubeVolume :: Float -> Float
cubeVolume s = s^3
-- a helper not in the export list is private
privateHelper = ...<$>-Operator
<$> ist äquivalent zu fmap
-- import everything from Data.List
import Data.List
-- names are now in scope
> sort [3,1,2]
[1,2,3]
> nub [1,1,2,2,3]
[1,2,3]
-- import specific functions
import Data.Maybe (fromMaybe)
-- qualified: use the full module name
import qualified Data.Map as M
> M.emptyFunktions-Funktor
fmap auf Funktionen ist .
-- import only specific names
import Data.List (sort, nub, group)
-- import everything except some
import Data.List hiding (head, tail)
-- import a type without its constructors
import Data.Tree (Tree, Node)
-- import constructors too
import Data.Tree (Tree(..))Qualified Imports
Qualified imports force the module prefix, preventing clashes (e.g., Prelude's filter vs Data.Map's). import qualified M as M is idiomatic. Use qualified for modules with many overlapping names.
-- avoid name clashes with qualified
import qualified Data.Map as Map
import qualified Data.Set as Set
m = Map.empty
s = Set.fromList [1,2,3]
-- Prelude's filter vs Data.Map's
> filter even [1..6]
[2,4,6]
> Map.filter (>2) (Map.fromList [(1,'a'),(3,'b')])
fromList [(3,'b')]Prelude
Prelude is the default import, providing common functions and types. Hide entries to avoid clashes or to use better alternatives (e.g., foldl' from Data.List). Many projects use custom preludes.
-- Prelude is imported by default
-- provides: map, filter, length, (+), etc.
-- hide entries to avoid clashes
import Prelude hiding (head, tail, foldl)
-- use better alternatives
import Data.List (foldl') -- strict fold
-- common standard modules
import Data.List
import Data.Maybe
import Data.Char
import Data.EitherModule Hierarchy
Module names are hierarchical and mirror the directory structure: A.B.C lives in A/B/C.hs. A module can re-export another with 'module M' in its export list, useful for bundling a public API.
-- hierarchical names mirror directories
-- module Data.Geometry.Sphere where
-- lives in: Data/Geometry/Sphere.hs
-- import nested modules
import Data.Geometry.Sphere
import Data.Geometry.Cube
-- re-export a whole module
module MyMod
( module Data.List -- re-export
, myFunc
) where
import Data.List
myFunc = sortApplicatives
<*>-Operator
<*> wendet eine Funktion in einem Funktor an
-- IO actions produce effects when run
greet :: IO ()
greet = do
putStrLn "What's your name?"
name <- getLine
putStrLn ("Hello, " ++ name)
-- run in GHCi
> greet
What's your name?
Alice
Hello, AliceReine Funktionsanwendung
pure bringt einen Wert in ein Applicative
-- every program starts in main
main :: IO ()
main = putStrLn "Hello, World!"
-- combine actions with do
main = do
greet
putStrLn "Done."
-- command-line arguments
import System.Environment
main = do
args <- getArgs
print argsListen-Applicative
List <*> ist ein kartesisches Produkt
-- do is sugar for sequential actions
echo = do
s <- getLine
putStrLn s
-- desugars to bind (>>=)
echo' = getLine >>= putStrLn
-- 'let' needs no 'in' inside do
greet = do
let msg = "Hi!"
putStrLn msgInput Functions
getLine reads a line (without newline), getChar a single character, getContents lazily reads all of stdin. Use '<-' to bind results. getContents is lazy—great for streaming pipelines.
-- read a line (without the newline)
> line <- getLine
hello world
> line
"hello world"
-- read a single character
> c <- getChar
a> c
'a'
-- read all of stdin lazily
process = do
text <- getContents
putStr (map toUpper text)Output Functions
putStrLn and putStr write a String to stdout, with/without a trailing newline. print equals putStrLn . show, so it adds quotes around strings. Choose based on newline needs and whether the value is a String.
-- with a trailing newline
putStrLn :: String -> IO ()
-- without a newline
putStr :: String -> IO ()
-- any Show-able value
print :: Show a => a -> IO ()
> putStrLn "hi" -- hi
> putStr "hi" -- hi (no newline)
> print 5 -- 5
> print "hi" -- "hi" (with quotes)File IO
readFile reads lazily, writeFile overwrites, appendFile adds to the end. Use bracket to ensure resources close on exceptions. Files are addressed by FilePath (an alias for String).
-- read a whole file (lazy)
readFile :: FilePath -> IO String
-- write a file (overwrites)
writeFile :: FilePath -> String -> IO ()
-- append to a file
appendFile :: FilePath -> String -> IO ()
main = do
contents <- readFile "input.txt"
writeFile "output.txt" (map toUpper contents)
-- safe resource handling
import Control.Exception (bracket)IO
Grundlegende IO
IO-Operationen sind in der IO-Monade
-- Functor: a context you can map over
class Functor f where
fmap :: (a -> b) -> f a -> f b
-- '<$>' is fmap as an operator
> fmap (+1) (Just 5)
Just 6
> (+1) <$> Just 5
Just 6
> (+1) <$> Nothing
Nothing
> map (+1) [1,2,3] -- map is fmap for lists
[2,3,4]Dateien Lesen/Schreiben
readFile/writeFile behandeln Dateien
-- Applicative: functions inside a context
class Applicative f where
pure :: a -> f a
(<*>) :: f (a -> b) -> f a -> f b
-- apply a wrapped function
> pure (+) <*> Just 3 <*> Just 4
Just 7
> Just (+1) <*> Just 5
Just 6
-- for lists, <*> is the Cartesian product
> [(+1), (*2)] <*> [1,2,3]
[2,3,4,2,4,6]putStr/putChar
Verschiedene Ausgabefunktionen
-- Monad: sequential, dependent computations
class Monad m where
return :: a -> m a
(>>=) :: m a -> (a -> m b) -> m b -- bind
-- bind chains dependent computations
> Just 3 >>= \x -> Just (x+1)
Just 4
> Nothing >>= \x -> Just (x+1)
Nothing
-- '>>' ignores the left result
> putStrLn "a" >> putStrLn "b"
a
bInteraktion
getLine liest eine Eingabezeile
-- do notation
greet = do
name <- getLine
putStrLn ("Hi " ++ name)
-- desugars to bind
greet' = getLine >>= \name ->
putStrLn ("Hi " ++ name)
-- 'let' becomes a regular binding
compute = do
let x = 5
print (x * x)
-- desugars to:
compute' = let x = 5 in print (x*x)Maybe Monad Chain
Maybe's Monad short-circuits: once a step returns Nothing, the whole computation is Nothing without further work. do hides the manual Nothing-checking, making failure propagation automatic and clean.
-- short-circuit on Nothing
safeDiv :: Double -> Double -> Maybe Double
safeDiv _ 0 = Nothing
safeDiv x y = Just (x / y)
-- chain with do (auto-propagates failure)
calc = do
a <- safeDiv 10 2
b <- safeDiv a 2
return (b + 1)
> calc
Just 3.5
-- any Nothing stops the whole chain
> safeDiv 10 0 >>= \a -> safeDiv a 2
NothingList Monad
The list monad models non-determinism: each bind explores all possibilities, producing the Cartesian product. do over lists is equivalent to list comprehensions. This unifies comprehension and monadic styles.
-- list bind = non-deterministic computation
> [1,2] >>= \x -> [x, x*10]
[1,10,2,20]
-- do over lists == list comprehension
pairs = do
x <- [1,2]
y <- ['a','b']
return (x, y)
> pairs
[(1,'a'),(1,'b'),(2,'a'),(2,'b')]
-- equivalent comprehension
> [(x,y) | x <- [1,2], y <- ['a','b']]Do-Notation
Grundlegendes do
do-Syntaxzucker vereinfacht Monaden-Operationen
-- 'type' creates a synonym (not a new type)
type String = [Char]
type PhoneNumber = String
type Name = String
-- improves readability of signatures
printEntry :: Name -> PhoneNumber -> IO ()
printEntry name num = putStrLn (name ++ ": " ++ num)let in do
let in do benötigt kein in
-- newtype: one constructor, one field, zero cost
newtype Dollars = Dollars Double
newtype Count = Count Int
-- pattern match or unwrap the field
addDollars :: Dollars -> Dollars -> Dollars
addDollars (Dollars a) (Dollars b) = Dollars (a + b)
-- distinct type: can't mix with raw Double
total :: Dollars
total = addDollars (Dollars 10) (Dollars 20)do-Desugaring
do ist syntaktischer Zucker für >>=
-- type: just a synonym (no new type, no safety)
type Score = Int
-- newtype: distinct type, zero cost, one field
newtype Score' = Score' Int
-- data: full ADT, runtime cost,
-- can have multiple constructors/fields
data Score'' = Score'' Int | Bonus Int
-- newtype is strict: exactly one
-- constructor and one field, but a distinct typenewtype for New Instances
newtype lets you attach different typeclass instances to the same underlying type. Sum and Product wrap the same number but have different Monoid instances (addition vs multiplication). A common, powerful pattern.
-- wrap to attach different typeclass instances
newtype Sum a = Sum { getSum :: a }
instance Num a => Monoid (Sum a) where
mempty = Sum 0
Sum a `mappend` Sum b = Sum (a + b)
newtype Product a = Product { getProduct :: a }
-- different Monoid: multiplication
-- same underlying type, different behavior
> getSum (Sum 3 <> Sum 4)
7
> getProduct (Product 3 <> Product 4)
12Parameterized Synonyms
Type synonyms can take parameters, acting as lightweight abstractions. AssocList k v is [(k,v)], making signatures self-documenting. Use them for clarity, but remember they're just aliases with no type safety.
-- type synonyms can take parameters
type AssocList k v = [(k, v)]
-- used in signatures (self-documenting)
lookup :: Eq k => k -> AssocList k v -> Maybe v
lookup _ [] = Nothing
lookup k ((k',v):rest)
| k == k' = Just v
| otherwise = lookup k rest
-- more examples
type Parser a = String -> Maybe (a, String)
type Matrix a = [[a]]Verwandte Haskell-Snippets
Copy-paste ready code for common tasks.
Typen und Typklassen
Algebraische Datentypen und Typklassen definieren.
Maybe- und IO-Monaden
Maybe für Sicherheit und IO für Seiteneffekte verwenden.
List Comprehensions und Laziness
Listen mit Comprehensions generieren und Laziness nutzen.
Funktoren, Applicatives, Monad-Typklassen
Die drei zentralen Abstraktions-Typklassen.
IO und do-Notation
Programmierung mit Seiteneffekten in Haskell.
Module und Imports
Code mit Modulen organisieren und Exports kontrollieren.
Laziness und Striktheit
Lazye Auswertung verstehen und wann Striktheit nötig ist.
Applicative Funktoren
Funktionen in einem Kontext mit weniger Macht als Monad anwenden.
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