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new file mode 100644
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,201 @@
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diff --git a/Setup.hs b/Setup.hs
new file mode 100644
--- /dev/null
+++ b/Setup.hs
@@ -0,0 +1,2 @@
+import Distribution.Simple
+main = defaultMain
diff --git a/algo-s.cabal b/algo-s.cabal
new file mode 100644
--- /dev/null
+++ b/algo-s.cabal
@@ -0,0 +1,78 @@
+name: algo-s
+version: 0.1.0.0
+cabal-version: >=1.10
+build-type: Simple
+license: Apache-2.0
+license-file: LICENSE
+copyright: 2016 Eric Rochester
+maintainer: erochest@gmail.com
+synopsis: An implementation of Knuth's algorithm S.
+description:
+    An implementaiton of Knuth's algorithm S
+    (https://rosettacode.org/wiki/Knuth%27s_algorithm_S)
+    with a command-line utility for sampling from STDIN.
+category: Data
+author: Eric Rochester
+
+source-repository head
+    type: git
+    location: https://github.com/erochest/algo-s
+
+library
+    exposed-modules:
+        Data.Sample.AlgoS
+        Data.Sample.AlgoS.Types
+    build-depends:
+        base ==4.8.*,
+        foldl >=1.2.1 && <1.3,
+        mwc-random >=0.13.4.0 && <0.14,
+        primitive >=0.6.1.0 && <0.7,
+        unordered-containers >=0.2.7.1 && <0.3
+    default-language: Haskell2010
+    hs-source-dirs: src
+
+executable sample
+    main-is: Main.hs
+    build-depends:
+        base >=4.8 && <5,
+        algo-s >=0.1.0.0 && <0.2,
+        bytestring >=0.10.6.0 && <0.11,
+        errors >=2.1.2 && <2.2,
+        mwc-random >=0.13.4.0 && <0.14,
+        optparse-applicative >=0.12.1.0 && <0.13
+    default-language: Haskell2010
+    hs-source-dirs: app
+    other-modules:
+        Actions
+        Opts
+        Types
+    ghc-options: -threaded -rtsopts -with-rtsopts=-N
+
+test-suite algo-s-specs
+    type: exitcode-stdio-1.0
+    main-is: Specs.hs
+    build-depends:
+        base >=4.8.2.0 && <4.9,
+        algo-s >=0.1.0.0 && <0.2,
+        errors >=2.1.2 && <2.2,
+        foldl >=1.2.1 && <1.3,
+        mwc-random >=0.13.4.0 && <0.14,
+        QuickCheck >=2.8.2 && <2.9,
+        smallcheck >=1.1.1 && <1.2,
+        hspec >=2.2.3 && <2.3
+    default-language: Haskell2010
+    hs-source-dirs: specs
+    other-modules:
+        Data.Sample.AlgoSSpec
+    ghc-options: -threaded -rtsopts
+
+benchmark algo-s-bench
+    type: exitcode-stdio-1.0
+    main-is: Bench.hs
+    build-depends:
+        base >=4.8.2.0 && <4.9,
+        algo-s >=0.1.0.0 && <0.2,
+        criterion >=1.1.1.0 && <1.2
+    default-language: Haskell2010
+    hs-source-dirs: bench
+    ghc-options: -threaded -rtsopts
diff --git a/app/Actions.hs b/app/Actions.hs
new file mode 100644
--- /dev/null
+++ b/app/Actions.hs
@@ -0,0 +1,22 @@
+{-# LANGUAGE OverloadedLists   #-}
+{-# LANGUAGE OverloadedStrings #-}
+{-# LANGUAGE RecordWildCards   #-}
+
+
+module Actions where
+
+
+import           Control.Error
+import qualified Data.ByteString.Lazy.Char8 as L8
+import           System.Random.MWC
+
+import           Data.Sample.AlgoS
+
+import           Types
+
+
+action :: Actions -> Script ()
+action Sample{..} = scriptIO . withSystemRandom . asGenIO $ \g ->
+    L8.getContents
+        >>= flip (sample sampleN) g . L8.lines
+        >>= L8.putStr . L8.unlines
diff --git a/app/Main.hs b/app/Main.hs
new file mode 100644
--- /dev/null
+++ b/app/Main.hs
@@ -0,0 +1,14 @@
+{-# LANGUAGE OverloadedStrings #-}
+
+
+module Main where
+
+
+import           Control.Error
+
+import           Actions
+import           Opts
+
+
+main :: IO ()
+main = runScript . action =<< parseOpts
diff --git a/app/Opts.hs b/app/Opts.hs
new file mode 100644
--- /dev/null
+++ b/app/Opts.hs
@@ -0,0 +1,33 @@
+{-# LANGUAGE LambdaCase #-}
+
+
+module Opts
+    ( Actions(..)
+    , opts
+    , execParser
+    , parseOpts
+    ) where
+
+
+import           Options.Applicative
+
+import           Types
+
+
+defaultOpts :: Parser Actions
+defaultOpts =   Sample
+            <$> option auto (  short 'n' <> long "n"
+                            <> value 1000 <> metavar "SAMPLE_SIZE"
+                            <> help "The number of items to return in the\
+                                    \ sample. Defaults to 1,000.")
+
+opts :: ParserInfo Actions
+opts = info (helper <*> defaultOpts)
+            (  fullDesc
+            <> progDesc "An implementaiton of Knuth's algorithm S\
+                        \ (https://rosettacode.org/wiki/Knuth%27s_algorithm_S)\
+                        \ with a command-line utility for sampling from STDIN."
+            <> header "algo-s - An implementation of Knuth's algorithm S.")
+
+parseOpts :: IO Actions
+parseOpts = execParser opts
diff --git a/app/Types.hs b/app/Types.hs
new file mode 100644
--- /dev/null
+++ b/app/Types.hs
@@ -0,0 +1,10 @@
+module Types where
+
+
+-- import           Data.Sample.AlgoS.Types
+
+
+data Actions = Sample 
+             { sampleN :: !Int
+             }
+             deriving (Show, Eq)
diff --git a/bench/Bench.hs b/bench/Bench.hs
new file mode 100644
--- /dev/null
+++ b/bench/Bench.hs
@@ -0,0 +1,13 @@
+module Main where
+
+
+import           Criterion.Main
+
+
+main :: IO ()
+main = do
+  defaultMain
+       [ bgroup "benchmarking"
+         [ 
+         ]
+       ]
diff --git a/specs/Data/Sample/AlgoSSpec.hs b/specs/Data/Sample/AlgoSSpec.hs
new file mode 100644
--- /dev/null
+++ b/specs/Data/Sample/AlgoSSpec.hs
@@ -0,0 +1,69 @@
+{-# LANGUAGE OverloadedStrings   #-}
+{-# LANGUAGE ScopedTypeVariables #-}
+
+
+module Data.Sample.AlgoSSpec where
+
+
+import qualified Control.Foldl           as F
+import           Data.Foldable
+import qualified Data.List               as L
+import           System.Random.MWC
+import           Test.Hspec
+import           Test.QuickCheck         hiding (sample)
+import           Test.QuickCheck.Monadic
+
+import           Data.Sample.AlgoS
+
+
+toDouble :: Int -> Double
+toDouble = fromIntegral
+
+spec :: Spec
+spec = do
+    describe "sample" $ do
+        it "should return the input if the list is <N." $
+            property $ \(NonEmpty xs :: NonEmptyList Int) -> monadicIO $ do
+                ss <- run . withSystemRandom . asGenIO $
+                    sample (2 * length xs) xs
+                assert $ ss == xs
+
+        it "should return a sample of the list if the list is >=N." $
+            property $ \(NonEmpty xs :: NonEmptyList Int) -> monadicIO $ do
+                ss <- run . withSystemRandom . asGenIO $
+                    sample (floor $ toDouble (length xs) / 2) xs
+                assert $ length ss < length xs
+
+        it "should maintain the order of the input." $
+            property $ \(NonEmpty xs :: NonEmptyList Int) -> monadicIO $ do
+                ss <- run . withSystemRandom . asGenIO $
+                    sample (floor $ toDouble (length xs) / 2) $ L.sort xs
+                assert . all (uncurry (<=)) . zip ss $ tail ss
+
+    describe "sampleStep" $ do
+        it "should return the input if the list is <N." $
+            property $ \(NonEmpty xs :: NonEmptyList Int) -> monadicIO $ do
+                ss <- run . withSystemRandom . asGenIO $ \g ->
+                    F.foldM (sampleInit (2 * length xs) g) xs
+                assert $ ss == xs
+
+        it "should return a sample of the list if the list is >=N." $
+            property $ \(NonEmpty xs :: NonEmptyList Int) -> monadicIO $ do
+                ss <- run . withSystemRandom . asGenIO $ \g ->
+                    F.foldM (sampleInit (floor $ toDouble (length xs) / 2) g) xs
+                assert $ length ss < length xs
+
+        it "should maintain the order of the input." $
+            property $ \(NonEmpty xs :: NonEmptyList Int) -> monadicIO $ do
+                ss <- run . withSystemRandom . asGenIO $ \g ->
+                    F.foldM (sampleInit (floor $ toDouble (length xs)) g)
+                        $ L.sort xs
+                assert . all (uncurry (<=)) . zip ss $ tail ss
+
+        it "should accept the input incrementally." $
+            property $ \(NonEmpty xs :: NonEmptyList Int) -> monadicIO $ do
+                ss <- run . withSystemRandom . asGenIO $ \g ->
+                    let s = sampleInit (floor $ toDouble (length xs) / 2) g
+                    in  sampleDone =<< foldlM sampleStep s (L.sort xs)
+                assert $ length ss < length xs
+                assert . all (uncurry (<=)) . zip ss $ tail ss
diff --git a/specs/Specs.hs b/specs/Specs.hs
new file mode 100644
--- /dev/null
+++ b/specs/Specs.hs
@@ -0,0 +1,1 @@
+{-# OPTIONS_GHC -F -pgmF hspec-discover #-}
diff --git a/src/Data/Sample/AlgoS.hs b/src/Data/Sample/AlgoS.hs
new file mode 100644
--- /dev/null
+++ b/src/Data/Sample/AlgoS.hs
@@ -0,0 +1,56 @@
+{-# LANGUAGE ScopedTypeVariables #-}
+
+
+module Data.Sample.AlgoS where
+
+
+import qualified Control.Foldl           as F
+import           Control.Monad.Primitive
+import qualified Data.HashMap.Strict     as M
+import qualified Data.List               as L
+import           Data.Ord
+import           System.Random.MWC
+
+import           Data.Sample.AlgoS.Types
+
+
+sample :: (PrimMonad m, Foldable f) => Int -> f a -> Gen (PrimState m) -> m [a]
+sample k xs g = F.foldM (sampleInit k g) xs
+
+sampleInit :: PrimMonad m => Int -> Gen (PrimState m) -> Sampler m a
+sampleInit k g = F.FoldM (foldStep g) start done
+    where
+        start = return (M.empty, 1.0)
+        done  = return . fmap snd . L.sortBy (comparing fst) . M.toList . fst
+
+        foldStep :: PrimMonad m
+                 => Gen (PrimState m)
+                 -> (M.HashMap Int a, Double)
+                 -> a
+                 -> m (M.HashMap Int a, Double)
+        foldStep g' (m, n) a
+            | n' <= k   = return (M.insert n' a m, n + 1.0)
+            | otherwise = do
+                x :: Double <- uniform g'
+                if x <= (fromIntegral k / n)
+                   then do
+                       i <- (M.keys m !!) <$> uniformR (0, M.size m - 1) g'
+                       return (M.insert n' a $ M.delete i m, n + 1.0)
+                    else return (m, n + 1.0)
+            where
+                n' :: Int
+                n' = floor n
+
+sampleStep :: Monad m => Sampler m a -> a -> m (Sampler m a)
+sampleStep = stepFoldM
+
+sampleDone :: Monad m => Sampler m a -> m [a]
+sampleDone (F.FoldM _ b z) = z =<< b
+
+stepFold :: F.Fold a b -> a -> F.Fold a b
+stepFold (F.Fold f b done) x = F.Fold f (f b x) done
+
+stepFoldM :: Monad m => F.FoldM m a b -> a -> m (F.FoldM m a b)
+stepFoldM (F.FoldM f b done) x = do
+    b' <- b
+    return $ F.FoldM f (f b' x) done
diff --git a/src/Data/Sample/AlgoS/Types.hs b/src/Data/Sample/AlgoS/Types.hs
new file mode 100644
--- /dev/null
+++ b/src/Data/Sample/AlgoS/Types.hs
@@ -0,0 +1,9 @@
+
+
+module Data.Sample.AlgoS.Types where
+
+
+import           Control.Foldl (FoldM)
+
+
+type Sampler m a = FoldM m a [a]
