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PROGRAMMING IN HASKELL
Types, Modules, and I/O Based on lecture notes by Graham Hutton The book “Learn You a Haskell for Great Good” (and a few other sources) 1
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Binary Trees In computing, it is often useful to store data in a two-way branching structure or binary tree. 5 7 9 6 3 4 1 2
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Using recursion, a suitable new type to represent such binary trees can be declared by:
data Tree = Leaf Int | Node Tree Int Tree For example, the tree on the previous slide would be represented as follows: Node (Node (Leaf 1) 3 (Leaf 4)) 5 (Node (Leaf 6) 7 (Leaf 9)) 3
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We can now define a function that decides if a given integer occurs in a binary tree:
occurs :: Int Tree Bool occurs m (Leaf n) = m==n occurs m (Node l n r) = m==n || occurs m l || occurs m r But… in the worst case, when the integer does not occur, this function traverses the entire tree. 4
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Now consider the function flatten that returns the list of all the integers contained in a tree:
flatten :: Tree [Int] flatten (Leaf n) = [n] flatten (Node l n r) = flatten l ++ [n] ++ flatten r A tree is a search tree if it flattens to a list that is ordered. Our example tree is a search tree, as it flattens to the ordered list [1,3,4,5,6,7,9]. 5
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Search trees have the important property that when trying to find a value in a tree we can always decide which of the two sub-trees it may occur in: occurs m (Leaf n) = m==n occurs m (Node l n r) | m==n = True | m<n = occurs m l | m>n = occurs m r This new definition is more efficient, because it only traverses one path down the tree. 6
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Exercise Node (Node (Leaf 1) 3 (Leaf 4)) 5 (Node (Leaf 6) 7 (Leaf 9)) A binary tree is complete if the two sub-trees of every node are of equal size. Define a function that decides if a binary tree is complete. data Tree = Leaf Int | Node Tree Int Tree occurs :: Int Tree Bool occurs m (Leaf n) = m==n occurs m (Node l n r) = m==n || occurs m l || occurs m r 7
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Modules So far, we’ve been using built-in functions provided in the Haskell prelude. This is a subset of a larger library that is provided with any installation of Haskell. (Google for Hoogle to see a handy search engine for these.) Examples of other modules: - lists - concurrent programming - complex numbers - char - sets - … 8
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This is a function in Data.List that removes duplicates from a list.
Example: Data.List To load a module, we need to import it: import Data.List All the functions in this module are immediately available: numUniques :: (Eq a) => [a] -> Int numUniques = length . nub function concatenation This is a function in Data.List that removes duplicates from a list. 9
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You can also load modules from the command prompt:
ghci> :m + Data.List Or several at once: ghci> :m + Data.List Data.Map Data.Set Or import only some, or all but some: import Data.List (nub, sort) import Data.List hiding (nub) 10
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If duplication of names is an issue, can extend the namespace:
import qualified Data.Map This imports the functions, but we have to use Data.Map to use them – like Data.Map.filter. When the Data.Map gets a bit long, we can provide an alias: import qualified Data.Map as M And now we can just type M.filter, and the normal list filter will just be filter. 11
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ghci> intersperse '.' "MONKEY" "M.O.N.K.E.Y"
Data.List has a lot more functionality than we’ve seen. A few examples: ghci> intersperse '.' "MONKEY" "M.O.N.K.E.Y" ghci> intersperse 0 [1,2,3,4,5,6] [1,0,2,0,3,0,4,0,5,0,6] ghci> intercalate " " ["hey","there","guys"] "hey there guys" ghci> intercalate [0,0,0] [[1,2,3],[4,5,6], [7,8,9]] [1,2,3,0,0,0,4,5,6,0,0,0,7,8,9] 12
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ghci> transpose [[1,2,3],[4,5,6], [7,8,9]]
And even more: ghci> transpose [[1,2,3],[4,5,6], [7,8,9]] [[1,4,7],[2,5,8],[3,6,9]] ghci> transpose ["hey","there","guys"] ["htg","ehu","yey","rs","e"] ghci> concat ["foo","bar","car"] "foobarcar" ghci> concat [[3,4,5],[2,3,4],[2,1,1]] [3,4,5,2,3,4,2,1,1] 13
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ghci> and $ map (>4) [5,6,7,8] True
And even more: ghci> and $ map (>4) [5,6,7,8] True ghci> and $ map (==4) [4,4,4,3,4] False ghci> any (==4) [2,3,5,6,1,4] True ghci> all (>4) [6,9,10] True 14
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A nice example: adding functions
Functions are often represented as vectors: 8x^3 + 5x^2 + x - 1 is [8,5,1,-1]. So we can easily use List functions to add these vectors: ghci> map sum $ transpose [[0,3,5,9], [10,0,0,9],[8,5,1,-1]] [18,8,6,17] 15
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There are a ton of these functions, so I could spend all semester covering just lists.
More examples: group, sort, dropWhile, takeWhile, partition, isPrefixOf, find, findIndex, delete, words, insert,… Instead, I’ll make sure to post a link to a good overview of lists on the webpage, in case you need them. In essence, if it’s a useful thing to do to a list, Haskell probably supports it! 16
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Examples: isAlpha, isLower, isSpace, isDigit, isPunctuation,…
The Data.Char module: includes a lot of useful functions that will look similar to python, actually. Examples: isAlpha, isLower, isSpace, isDigit, isPunctuation,… ghci> all isAlphaNum "bobby283" True ghci> all isAlphaNum "eddy the fish!"False ghci> groupBy ((==) `on` isSpace) "hey guys its me" ["hey"," ","guys"," ","its"," ","me"] 17
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The Data.Char module has a datatype that is a set of comparisons on characters. There is a function called generalCategory that returns the information. (This is a bit like the Ordering type for numbers, which returns LT, EQ, or GT.) ghci> generalCategory ' ' Space ghci> generalCategory 'A' UppercaseLetter ghci> generalCategory 'a' LowercaseLetter ghci> generalCategory '.' OtherPunctuation ghci> generalCategory '9' DecimalNumber ghci> map generalCategory " ¥t¥nA9?|" [Space,Control,Control,UppercaseLetter,DecimalNumber,OtherPunctuation,MathSymbol] ] 18
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There are also functions that can convert between Ints and Chars:
ghci> map digitToInt "FF85AB" [15,15,8,5,10,11] ghci> intToDigit 15 'f' ghci> intToDigit 5 '5' ghci> chr 97 'a' ghci> map ord "abcdefgh" [97,98,99,100,101,102,103,104] 19
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Neat application: Ceasar ciphers
A primitive encryption cipher which encodes messages by shifted them a fixed amount in the alphabet. Example: hello with shift of 3 encode :: Int -> String -> String encode shift msg = let ords = map ord msg shifted = map (+ shift) ords in map chr shifted 20
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ghci> encode 3 "Heeeeey" "Khhhhh|" ghci> encode 4 "Heeeeey"
Now to use it: ghci> encode 3 "Heeeeey" "Khhhhh|" ghci> encode 4 "Heeeeey" "Liiiii}" ghci> encode 1 "abcd" "bcde" ghci> encode 5 "Marry Christmas! Ho ho ho!” "Rfww~%Hmwnxyrfx&%Mt%mt%mt&" 21
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Decoding just reverses the encoding:
decode :: Int -> String -> String decode shift msg = encode (negate shift) msg ghci> encode 3 "Im a little teapot" "Lp#d#olwwoh#whdsrw" ghci> decode 3 "Lp#d#olwwoh#whdsrw" "Im a little teapot" ghci> decode 5 . encode 5 $ "This is a sentence" "This is a sentence" 22
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Making our own modules We specify our own modules at the beginning of a file. For example, if we had a set of geometry functions: module Geometry ( sphereVolume , sphereArea , cubeVolume , cubeArea , cuboidArea , cuboidVolume ) where 23
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Then, we put the functions that the module uses:
sphereVolume :: Float -> Float sphereVolume radius = (4.0 / 3.0) * pi * (radius ^ 3) sphereArea :: Float -> Float sphereArea radius = 4 * pi * (radius ^ 2) cubeVolume :: Float -> Float cubeVolume side = cuboidVolume side side side … 24
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Note that we can have “private” helper functions, also:
cuboidVolume :: Float -> Float -> Float -> Float cuboidVolume a b c = rectangleArea a b * c cuboidArea :: Float -> Float -> Float -> Float cuboidArea a b c = rectangleArea a b * 2 + rectangleArea a c * 2 + rectangleArea c b * 2 rectangleArea :: Float -> Float -> Float rectangleArea a b = a * b 25
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Each will hold a separate group of functions. To load:
Can also nest these. Make a folder called Geometry, with 3 files inside it: Sphere.hs Cubiod.hs Cube.hs Each will hold a separate group of functions. To load: import Geometry.Sphere Or (if functions have same names): import qualified Geometry.Sphere as Sphere 26
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module Geometry.Sphere ( volume , area ) where
The modules: module Geometry.Sphere ( volume , area ) where volume :: Float -> Float volume radius = (4.0 / 3.0) * pi * (radius ^ 3) area :: Float -> Float area radius = 4 * pi * (radius ^ 2) 27
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module Geometry.Cuboid ( volume , area ) where
volume :: Float -> Float -> Float -> Float volume a b c = rectangleArea a b * c … 28
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File I/O So far, we’ve worked mainly at the prompt, and done very little true input or output. This is logical in a functional language, since nothing has side effects! However, this is a problem with I/O, since the whole point is to take input (and hence change some value) and then output something (which requires changing the state of the screen or other I/O device. Luckily, Haskell offers work-arounds that separate the more imperative I/O. 29
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A simple example: save the following file as helloword.hs
main = putStrLn "hello, world" Now we actually compile a program: $ ghc --make helloworld [1 of 1] Compiling Main ( helloworld.hs, helloworld.o ) Linking helloworld ... $ ./helloworld hello, world 30
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What are these functions?
ghci> :t putStrLn putStrLn :: String -> IO () ghci> :t putStrLn "hello, world" putStrLn "hello, world" :: IO () So putStrLn takes a string and returns an I/O action (which has a result type of (), the empty tuple). In Haskell, an I/O action is one with a side effect - usually either reading or printing. Usually some kind of a return value, where () is a dummy value for no return. 31
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A more interesting example:
An I/O action will only be performed when you give it the name “main” and then run the program. A more interesting example: main = do putStrLn "Hello, what's your name?” name <- getLine putStrLn ("Hey " ++ name ++ ", you rock!") Notice the do statement - more imperative style. Each step is an I/O action, and these glue together. 32
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More on getLine: ghci> :t getLine getLine :: IO String
This is the first I/O we’ve seen that doesn’t have an empty tuple type - it has a String. Once the string is returned, we use the <- to bind the result to the specified identifier. Notice this is the first non-functional action we’ve seen, since this function will NOT have the same value every time it is run! This is called “impure” code, and the value name is “tainted”. 33
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nameTag = "Hello, my name is " ++ getLine
An invalid example: nameTag = "Hello, my name is " ++ getLine What’s the problem? Well, ++ requires both parameters to have the same type. What is the return type of getLine? Another word of warning: what does the following do? name = getLine 34
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ghci> putStrLn "HEEY" HEEY
Just remember that I/O actions are only performed in a few possible places: A main function inside a bigger I/O block that we have composed with a do (and remember that the last action can’t be bound to a name, since that is the one that is the return type). At the ghci prompt: ghci> putStrLn "HEEY" HEEY 35
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Note that <- is for I/O, and let for expressions.
You can use let statements inside do blocks, to call other functions (and with no “in” part required): import Data.Char main = do putStrLn "What's your first name?" firstName <- getLine putStrLn "What's your last name?" lastName <- getLine let bigFirstName = map toUpper firstName bigLastName = map toUpper lastName putStrLn $ "hey " ++ bigFirstName ++ " " ++ bigLastName ++ ", how are you?" Note that <- is for I/O, and let for expressions. 36
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Return in haskell: NOT like other languages.
main = do line <- getLine if null line then return () else do putStrLn $ reverseWords line main reverseWords :: String -> String reverseWords = unwords . map reverse . words Note: reverseWords = unwords . map reverse . words is the same as reverseWords st = nwords (map reverse (words st)) 37
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What is return? Does NOT signal the end of execution! Return instead makes an I/O action out of a pure value. main = do a <- return "hell" b <- return "yeah!" putStrLn $ a ++ " " ++ b In essence, return is the opposite of <-. Instead of “unwrapping” I/O Strings, it wraps them. 38
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Last example was a bit redundant, though – could use a let instead:
main = do let a = "hell" b = "yeah" putStrLn $ a ++ " " ++ b Usually, you’ll use return to create I/O actions that don’t do anything (but you have to have one anyway, like an if-then-else), or for the last line of a do block, so it returns some value we want. 39
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print (works on any type in show, but calls show first)
Other I/O functions: print (works on any type in show, but calls show first) putStr - And as putStrLn, but no newline putChar and getChar main = do print True print 2 print "haha" print 3.2 print [3,4,3] main = do c <- getChar if c /= ' ' then do putChar c main else return () 40
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More advanced functionality is available in Control.Monad:
import Control.Monad import Data.Char main = forever $ do putStr "Give me some input: " l <- getLine putStrLn $ map toUpper l (Will indefinitely ask for input and print it back out capitalized.) 41
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sequence: takes list of I/O actions and does them one after the other
Other functions: sequence: takes list of I/O actions and does them one after the other mapM: takes a function (which returns an I/O) and maps it over a list Others available in Control.Monad: when: takes boolean and I/O action. If bool is true, returns same I/O, and if false, does a return instead 42
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System Level programming
Scripting functionality deals with I/O as a necessity. The module System.Environment has several to help with this: getArgs: returns a list of the arguments that the program was run with getProgName: returns the string which is the program name (Note: I’ll be assuming you compile using “ghc –make myprogram” and then running “./myprogram”. But you could also do “runhaskell myprogram.hs”.) 43
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An example: import System.Environment import Data.List main = do
args <- getArgs progName <- getProgName putStrLn "The arguments are:" mapM putStrLn args putStrLn "The program name is:" putStrLn progName 44
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$ ./arg-test first second w00t "multi word arg" The arguments are:
The output: $ ./arg-test first second w00t "multi word arg" The arguments are: first second w00t multi word arg The program name is: arg-test 45
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