How to resolve the algorithm One of n lines in a file step by step in the Haskell programming language
How to resolve the algorithm One of n lines in a file step by step in the Haskell programming language
Table of Contents
Problem Statement
A method of choosing a line randomly from a file: Is to:
Note: You may choose a smaller number of repetitions if necessary, but mention this up-front. Note: This is a specific version of a Reservoir Sampling algorithm: https://en.wikipedia.org/wiki/Reservoir_sampling
Let's start with the solution:
Step by Step solution about How to resolve the algorithm One of n lines in a file step by step in the Haskell programming language
This Haskell code generates a random number within a given range and then counts the number of times each number appears in a list. It uses the System.Random
module to generate random numbers and the Data.Map
module to store the counts.
The testFile
variable is a list of numbers from 1 to 10. The selItem
function takes a random number generator, a list of numbers, and a number to generate (in this case, a number from 1 to 10). It then iterates through the list of numbers, generating a random number for each number in the list. If the random number is equal to the number to generate, then the function returns the number that was generated. Otherwise, it returns the next number in the list. The function also returns a tuple containing the following:
- The number that was generated
- The count of the number that was generated
- The next number in the list
- The random number generator
The oneOfN
function takes a list of numbers and generates a random number from the list. It does this by calling newStdGen
to create a new random number generator, and then calling the selItem
function to generate a random number from the list. The function returns the random number that was generated.
The test
function generates a list of random numbers from testFile
and then counts the number of times each number appears in the list. It does this by calling the replicateM
function to generate a list of 1,000,000 random numbers from the testFile
list. It then calls the foldl'
function to fold the list of random numbers into a map, where the keys are the random numbers and the values are the counts of the random numbers. The function returns the map.
The main
function gets the arguments from the command line. If there are no arguments, then it calls the test
function. Otherwise, it reads the file specified by the first argument and calls the selItem
function to generate a random number from the file. The function then prints the random number and the count of the random number.
Source code in the haskell programming language
import qualified Data.Map as M
import System.Random
import Data.List
import Control.Monad
import System.Environment
testFile = [1..10]
selItem g xs = foldl' f (head xs, 1, 2, g) $ tail xs
where f :: RandomGen a => (b, Int, Int, a) -> b -> (b, Int, Int, a)
f (c, cn, n, gen) l | v == 1 = (l, n, n+1, ngen)
| otherwise = (c, cn, n+1, ngen)
where (v, ngen) = randomR (1, n) gen
oneOfN a = do
g <- newStdGen
let (r, _, _, _) = selItem g a
return r
test = do
x <- replicateM 1000000 (oneOfN testFile)
let f m l = M.insertWith (+) l 1 m
let results = foldl' f M.empty x
forM_ (M.toList results) $ \(x, y) -> putStrLn $ "Line number " ++ show x ++
" had count :" ++ show y
main = do
a <- getArgs
g <- newStdGen
if null a then test
else putStrLn.(\(l, n, _, _) -> "Line " ++
show n ++ ": " ++ l)
.selItem g.lines =<< (readFile $ head a)
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