Infinite lazy lists of digits - haskell

So I'm trying to do some number theory work, and I was using Mathematica but thought that Haskell would be more suited to dealing with infinite lists (as AFAIK Mathematica doesn't have lazy evaluation). What I want to do is have Haskell store all the digits of 1/x in an infinite lazy list. So far my searching has not turned up a way to split a ratio into its digits that returns a list of digits rather than an actual floating point number.

We can also implement this as a simple stream producer:
divDigits :: Int -> Int -> [Int]
divDigits x y = x `div` y : divDigits (10 * (x `mod` y)) y
There are actually libraries for this kind of "infinite"-precision number representation using lazy lists, see Haskell Wiki.

Big thanks to Sam Yonnou, the link he provided had the right formula
The formula used:
the nth digit of x/y is the 1st digit of (10^(n-1)*x mod y)/y = floor(10 * (10^(n-1)*x mod y) / y) mod 10
The ending code looked like this:
nDigRat :: Int -> Int -> Int -> Int
nDigRat num denom n = floor (fromIntegral (10*(10^(n-1)*num `rem` denom)) /
fromIntegral denom)
`rem` 10
decExpansionRecipRat :: Int -> [Int]
decExpansionRecipRat n = map (nDigRat 1 n) [1..]

Related

Adding two numbers together without using the + operator in Haskell

I want to add two positive numbers together without the use of any basic operators like + for addition. I've already worked my way around that (in the add''' function) (i think) may not be efficient but thats not the point right now. I am getting lots of type errors however which i have no idea how to handle, and is very confusing for me as it works on paper and i've come from python.
add 1245 7489
--add :: Int -> Int -> Int
add x y = add'' (zip (add' x) (add' y))
where
add' :: Int -> [Int]
add' 0 = []
add' x = add' (x `div` 10) ++ [x `mod` 10]
conversion [1,2,4,5] [7,4,8,9] then zipping them together [(1,7),(2,4)....]
add'' :: [(Int,Int)] -> [Int]
add'' (x:xs) = [(add''' (head x) (last x))] ++ add'' xs
summary [8,6,...] what happens when the sum reaches 10 is not implemented yet.
where
--add''' :: (Int,Int) -> Int
add''' x y = last (take (succ y) $ iterate succ x)
adding two numbers together
You can't use head and last on tuples. ...Frankly, you should never use these functions at all because they're unsafe (partial), but they can be used on lists. In Haskell, lists are something completely different from tuples.To get at the elements of a tuple, use pattern matching.
add'' ((x,y):xs) = [add''' x y] ++ add'' xs
(To get at the elements of a list, pattern matching is very often the best too.) Alternatively, you can use fst and snd, these do on 2-tuples what you apparently thought head and last would.
Be clear which functions are curried and which aren't. The way you write add''', its type signature is actually Int -> Int -> Int. That is equivalent to (Int, Int) -> Int, but it's still not the same to the type checker.
The result of add'' is [Int], but you're trying to use this as Int in the result of add. That can't work, you need to translate from digits to numbers again.
add'' doesn't handle the empty case. That's fixed easily enough, but better than doing this recursion at all is using standard combinators. In your case, this is only supposed to work element-wise anyway, so you can simply use map – or do that right in the zipping, with zipWith. Then you also don't need to unwrap any tuples at all, because it works with a curried function.
A clean version of your attempt:
add :: Int -> Int -> Int
add x y = fromDigits 0 $ zipWith addDigits (toDigits x []) (toDigits y [])
where
fromDigits :: Int -> [Int] -> Int
fromDigits acc [] = acc
fromDigits acc (d:ds)
= acc `seq` -- strict accumulator, to avoid thunking.
fromDigits (acc*10 + d) ds
toDigits :: Int -> [Int] -> [Int] -- yield difference-list,
toDigits 0 = id -- because we're consing
toDigits x = toDigits (x`div`10) . ((x`mod`10):) -- left-associatively.
addDigits :: Int -> Int -> Int
addDigits x y = last $ take (succ x) $ iterate succ y
Note that zipWith requires both numbers to have the same number of digits (as does zip).
Also, yes, I'm using + in fromDigits, making this whole thing pretty futile. In practice you would of course use binary, then it's just a bitwise-or and the multiplication is a left shift. What you actually don't need to do here is take special care with 10-overflow, but that's just because of the cheat of using + in fromDigits.
By head and last you meant fst and snd, but you don't need them at all, the components are right there:
add'' :: [(Int, Int)] -> [Int]
add'' (pair : pairs) = [(add''' pair)] ++ add'' pairs
where
add''' :: (Int, Int) -> Int
add''' (x, y) = last (take (succ y) $ iterate succ x)
= iterate succ x !! y
= [x ..] !! y -- nice idea for an exercise!
Now the big question that remains is what to do with those big scary 10-and-over numbers. Here's a thought: produce a digit and a carry with
= ([(d, 0) | d <- [x .. 9]] ++ [(d, 1) | d <- [0 ..]]) !! y
Can you take it from here? Hint: reverse order of digits is your friend!
the official answer my professor gave
works on positive and negative numbers too, but still requires the two numbers to be the same length
add 0 y = y
add x y
| x>0 = add (pred x) (succ y)
| otherwise = add (succ x) (pred y)
The other answers cover what's gone wrong in your approach. From a theoretical perspective, though, they each have some drawbacks: they either land you at [Int] and not Int, or they use (+) in the conversion back from [Int] to Int. What's more, they use mod and div as subroutines in defining addition -- which would be okay, but then to be theoretically sound you would want to make sure that you could define mod and div themselves without using addition as a subroutine!
Since you say efficiency is no concern, I propose using the usual definition of addition that mathematicians give, namely: 0 + y = y, and (x+1) + y = (x + y)+1. Here you should read +1 as a separate operation than addition, a more primitive one: the one that just increments a number. We spell it succ in Haskell (and its "inverse" is pred). With this theoretical definition in mind, the Haskell almost writes itself:
add :: Int -> Int -> Int
add 0 y = y
add x y = succ (add (pred x) y)
So: compared to other answers, we can take an Int and return an Int, and the only subroutines we use are ones that "feel" more primitive: succ, pred, and checking whether a number is zero or nonzero. (And we land at only three short lines of code... about a third as long as the shortest proposed alternative.) Of course the price we pay is very bad performance... try add (2^32) 0!
Like the other answers, this only works for positive numbers. When you are ready for handling negative numbers, we should chat again -- there's some fascinating mathematical tricks to pull.

sum of squares of integers [duplicate]

This question already has answers here:
Sum of Squares using Haskell
(3 answers)
Closed 8 years ago.
Ok This is a homework question but I'm not asking for a solution to how its done
What I want to ask is what it is asking me to do?
The sum of the squares of integers in the range m:n (where m ≥ n) can
be computed recursively. If there is more than one number in the range
m:n, the solution is to add the square of m to the sum of the squares
in the rangem+1:n; otherwise there is only one number in the range
m:n, so m == n, and the solution is just the square of m.
a. Define the recursive function sumsquares to carry out this
computation. As always, draw up a series of test data showing the
expected output, and then test the function.
I know I have to write a recursive function called sumsquares but I dont quite understand what it means by "The sum of the squares of integers in the range m:n (where m ≥ n) can be computed recursively".
This is the code I have so far, Would this be correct??
sumsquares :: Integral a=> Int -> Int -> Int
sumsquares m n
|m > n = error "First number cannot be bigger than second number"
|m==n = m*n
|otherwise = m*n +sumsquares (m+1)n
Someone else came up with this answer
sumOfSquaresFast :: Integral a => a -> a -> a
sumOfSquaresFast lo hi
| lo > hi = error "sumOfSquaresFast: lo > hi"
| otherwise = ssq hi - ssq (lo - 1)
where ssq x = div (2 * x^3 + 3 * x^2 + x) 6
But I do not understand the bottom part, the ssq and the div functions?
From what I understand, you want to take two numbers, e.g. 1 and 10, square each number between them (inclusively), and then take the sum of that. So you'd want some function like
sumOfSquaresBetween :: Int -> Int -> Int
sumOfSquaresBetween m n = ???
Now, you have to use recursion, so this means that ??? is going to be some expression that uses sumOfSquaresBetween.
Now here's the trick: If you know sumOfSquares n n, then how would you find sumOfSquares (n - 1) n? What about sumOfSquares (n - 2) n? Can you generalize this all the way to sumOfSquares m n for m <= n? If so, then you've just performed your desired algorithm, but in reverse.
Hope this hint helps.
"The sum of the squares of integers in the range m:n (where m ≥n) can be computed recursively."
Let's break this apart....
"integers in the range m:n"
is the set of integers starting from m, going to n
[m, m+1, m+2, ....n]
ie-
integers in the range 4:8 = [4,5,6,7,8]
"squares of...."
As you probably know, the square of a number x is x*x, so
squares of integers in the range 4:8 = [16, 26, 36, 49, 64]
"The sum of...."
add them
The sum of the squares of integers in the range 4:8 = 16+26+36+49+64
".... can be computer recursively"
Well, you have to understand recursion to get this....
Any function that contains itself in the definition is recursive. Of course you have to be careful, if done incorrectly, a recursive function could lead to infinite loops....
For Ints, (N-1) recursion is common.... If you can use the calculation for (N-1) to evaluate the calculation for N, the computer can run down the numbers until a known value is hit (typically 0). This is better seen with an example.
let func n = sum of integers from 0 to n
(this is like your problem, but without the squares part)
if you know the value of func (n-1), you can easily compute the value of func n
func n = n + func (n-1)
func 0 = 0
The computer will use func 0 to compute func 1, func 1 to compute func 2, etc, all the way to N.
Recursion has two common (but actually pretty different) uses... First, as shown above, it allows for very clean function definitions.
Secondly, it is often used in mathematics to prove truths over all integers (ie- to prove something is true for all ints, prove it is true for 0, then prove if it is true for N, it is true for N+1....).
Really, the best way to solve this problem is also the easiest: use library functions.
sumsquares :: Integral a => a -> a -> a
sumsquares m n = sum (map (^2) (enumFromTo n m))
You just enumerate the numbers from n to m, square each of them, and take the sum of the results. Trying to solve this problem in with direct recursion just makes things needlessly complicated.
Exercise: Write your own versions of the library functions used in this answer.
-- | Generate the list of all values in the given range. Result is inclusive.
enumFromTo :: Enum a => a -> a -> [a]
-- | Apply a function individually to each element of the argument list,
-- and collect the results as a list, respecting the order of the original.
map :: (a -> b) -> [a] -> [b]
-- | Calculate the sum of a list of numbers.
sum :: Num a => [a] -> a

Convert Int into [Int]

I'm looking through a past exam paper and don't understand how to convert Int to [Int].
For example, one of the questions asks us to produce a list of all the factors of a whole number excluding both the number itself and 1.
strictFactors Int -> [Int]
strictFactors x = ???
I'm not asking for anyone to do this question for me! I just want to know how I'd convert an integer input to a list of integer output. Thanks!
Perhaps it would be easiest to have a look at some similar code. As requested, I won't give you the answer, but you should be able to use these ideas to do what you want.
Brute force
Here we're just going to use all the pairs of numbers between 1 and x to test if we can make x as the sum of two square numbers:
sumOfSquares :: Int -> [Int]
sumOfSquares x = [ (a,b) | a <- [1..x], b <- [a..x], a^2 + b^2 == x]
You call this like this:
ghci> asSumOfSquares 50
[(1,7),(5,5)]
because 50 = 1^2+7^2 and also 50 = 5^2 + 5^2.
You can think of sumOfSquares as working by first taking an a from the list [1..x] of numbers between 1 and x and then another between that and x. It then checks a^2 + b^2 == x. If that's True, it adds (a,b) to the resulting list.
Generate and check
This time let's generate some single numbers then check whether they're a multiple of another. This will calculate the least common multiple (lcm). For example, the least common multiple of 15 and 12 is 60, because it's the first number that's in both the 15 and 12 times tables.
This function isn't of the type you want but it uses all the techniques you want.
lcm :: Int -> Int -> Int
lcm x y = head [x*a | a <- [1..], (x*a) `mod` y == 0]
You can call that like this:
ghci> lcm 12 15
60
This time the list of numbers [1..] is (in principle) infinite; good job we're just picking the first one with head!
(x*a) `mod` y == 0 does the checking to see whether the number x*a is a multiple of y (mod gives the remainder after division). That's a key idea you should use.
Summary
Use a <- [1..end] to generate numbers, test them with a True/False expression (i.e. a Bool), perhaps using the mod function.
I'm quite new at Haskell but can think of a myriad ways of "converting" an Int to a list containing that same Int:
import Control.Applicative (pure)
sane_lst :: Int -> [Int]
sane_lst x = [x]
lst :: Int -> [Int]
lst x = take 1 $ repeat x
lst' :: Int -> [Int]
lst' = replicate 1
lst'' :: Int -> [Int]
lst'' = return
lst''' :: Int -> [Int]
lst''' = pure
lst'''' :: Int -> [Int]
lst'''' x = enumFromTo x x
I guess the point here is that you don't "convert" to a list, you rather "construct" the list you need. The staightforward strategy for the kind of question you posed is to find something that will give you a suitable starting list to work with based on your parameter, then filter, fold or comprehend as needed.
For example when I say:
lst x = take 1 $ repeat x
I'm first constructing an infinite list repeating the value I passed in, and then taking from it a list containing just the first element. So if you think about what kind of list you need to start with to find the solution to your problem you'll be halfway there.
If your only goal is to convert between the types (for now) then strictFactors x = [x] is the most canonical answer. This function is also called pure since [] is what's known as an Applicative and return since [] is known as a Monad.

Haskell returns how many inputs are larger than their average value

I'm very new to haskell, writing a simple code that returns how many inputs are larger than their average value. I got error:
ERROR file:.\AverageThree.hs:5 - Type error in application
* Expression : x y z
Term : x
Type : Int
* Does not match : a -> b -> c
Code:
averageThree :: Int -> Int -> Int -> Float
averageThree x y z = (fromIntegral x+ fromIntegral y+ fromIntegral z)/3
howManyAverageThree ::Int -> Int -> Int -> Int
howManyAverageThree x y z = length > averageThree
Anyone help me?
The trouble you're having comes from a few places.
First, you aren't applying either function, length or averageThree - and hence also not using your arguments to howManyAverageThree.
Second, the type of length is [a] -> Int. As you don't have a list here, you either have to use a different function, or make a list.
If I understand your desired algorithm correctly, you are going to need to do a few things:
Apply x y and z to averageThree.
Use the filter function, comparing this computed average with each passed in parameter; this will result in a list.
Find the length of the resulting list.
The code I dashed off to do this follows:
howManyAverageThree ::Int -> Int -> Int -> Int
howManyAverageThree x y z = length $ filter (> avg) the_three
where avg = averageThree x y z
the_three = [fromIntegral x,fromIntegral y,fromIntegral z]
This takes advantage of a couple of neat features:
Currying, sometimes called "partial function application". That's what I was using with (> avg); normally, the infix function > takes two parameters of the same type, and returns a Bool - by wrapping in parenthesis and providing an expression on one side, I have partially applied it, which allows it to be used as a filter function
The where keyword. I used this to clean it all up a little and make it more readable.
The filter function, which I mentioned above.
Function application using $. This operator just changes the function application from left-associative to right-associative.
There are a number of problems here:
length doesn't do what you want it to. length returns the length of a list, and there are no lists in your howManyAvergageThree
averageThree returns a Float. howManyAverageThree needs to account for that. Specifically, > needs its arguments to be of the same type.
The call to averageThree in the second function needs some arguments.
Here's a working version:
howManyAverageThree x y z = length [ i | i <- [x, y, z], fromIntegral i > avg]
where avg = averageThree x y z

Learning Haskell, care to help out with coding style?

I started learning haskell yesterday and I got stuck on a problem. After a bit of trying different things I thought I'd finally come here and ask how to fix this. Also, feel free to criticize the way I have done things so far so I can know what direction to go. Thanks.
module Main where
main = putStrLn lastPrime
where
lastPrime :: String
lastPrime = show(last(take 10001 primes))
primes :: [Int]
primes = [x| x <- [1..],length [a| a <- [1..lessen(x)], mod x a /= 0] == x - 2]
lessen :: Int -> Int
lessen a = ceiling(sqrt(a))
To fix your type error, you want this:
lessen :: Int -> Int
lessen a = ceiling (sqrt (fromIntegral a))
a has type Int, but sqrt is expecting a floating point type, and the easiest way to convert an integral type to another numeric type is fromIntegral.
In addition to the type error in lessen you have a logic error in primes:
length [a| a <- [1..lessen(x)], mod x a /= 0] == x - 2
You're (rightly) only considering elements up to lessen x. This has the consequence that the list will almost never have exactly x - 2 elements. As a consequence you'll get into an infinite loop when trying to get more than two elements out of that list (because there is no 3rd element for which the condition is true, but haskell doesn't know that so it iterates to infinity trying to find it).
Also note that taking the length of a list is an O(n) operation and there's almost always a better way to achieve what you want.
As a style note, I would recommend defining a separate method isPrime. This will make your code look like this:
module Main where
main = putStrLn lastPrime
where
lastPrime :: String
lastPrime = show(last(take 10001 primes))
isPrime x = length [a| a <- [1..lessen(x)], mod x a /= 0] == x - 2]
primes :: [Int]
primes = [x| x <- [1..], isPrime x]
lessen :: Int -> Int
lessen a = ceiling(sqrt (fromIntegral a))
This IMHO makes the list comprehension much more readable. However it still contains the bug. To get rid of the bug, I'd suggest defining isPrime using a different approach. Going up to lessen x is fine (except you should start from 2 because 1 cleanly divides everything), but instead of building a new list with all the divisors, you should just check whether any of the numbers in the range divides x. For this we can use the higher order function any, so we get this:
isPrime x = not (any (\a -> mod x a == 0) [2 .. lessen x])

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