{-# LANGUAGE RecordWildCards #-} module Tests.Extra.WaveletMatrix (tests) where import AtCoder.Extra.WaveletMatrix qualified as WM import Data.IntMap qualified as IM import Data.Ord (comparing) import Data.Vector.Algorithms.Intro qualified as VAI import Data.Vector.Unboxed qualified as VU import Test.Hspec import Test.Tasty import Test.Tasty.HUnit import Test.Tasty.QuickCheck as QC import Tests.Util (intervalGen) data Init = Init { capacity :: {-# UNPACK #-} !Int, xs :: !(VU.Vector Int), wm :: !WM.WaveletMatrix } instance Show Init where show Init {..} = show ("Init", capacity, xs) instance QC.Arbitrary Init where arbitrary = do QC.NonNegative n <- QC.arbitrary xs <- VU.fromListN n <$> QC.vectorOf n (QC.arbitrary @Int) pure $ Init n xs (WM.build xs) data Query = Access !Int | KthSmallestIn !(Int, Int) !Int | IKthSmallestIn !(Int, Int) !Int | KthLargestIn !(Int, Int) !Int | IKthLargestIn !(Int, Int) !Int | RankBetween !(Int, Int) !(Int, Int) | Rank !(Int, Int) !Int | Select !Int | SelectIn !(Int, Int) !Int | SelectKth !Int !Int | SelectKthIn !(Int, Int) !Int !Int | LookupLE !(Int, Int) !Int | LookupLT !(Int, Int) !Int | LookupGE !(Int, Int) !Int | LookupGT !(Int, Int) !Int | AssocsIn !(Int, Int) | DescAssocsIn !(Int, Int) deriving (Show) genQuery :: Int -> QC.Gen Query genQuery n = do QC.oneof [ Access <$> QC.chooseInt (-1, n), KthSmallestIn <$> lr <*> exc, IKthSmallestIn <$> lr <*> exc, KthLargestIn <$> lr <*> exc, IKthLargestIn <$> lr <*> exc, RankBetween <$> lr <*> lr, Rank <$> lr <*> val, Select <$> val, SelectIn <$> lr <*> val, SelectKth <$> exc <*> val, SelectKthIn <$> lr <*> exc <*> val, LookupLE <$> lr <*> QC.chooseInt (-1, n), LookupLT <$> lr <*> QC.chooseInt (-1, n), LookupGE <$> lr <*> QC.chooseInt (-1, n), LookupGT <$> lr <*> QC.chooseInt (-1, n), AssocsIn <$> lr, DescAssocsIn <$> lr ] where exc = QC.chooseInt (0, n) lr = intervalGen n val = QC.chooseInt (-n, n) -- | Arbitrary return type for the `Query` result. data Result = I {-# UNPACK #-} !Int | M !(Maybe Int) | M2 !(Maybe (Int, Int)) | Assocs [(Int, Int)] deriving (Show, Eq) -- | containers. (referencial implementation) handleRef :: VU.Vector Int -> Query -> Result handleRef xs q = case q of Access i -> M $ xs VU.!? i KthSmallestIn (!l, !r) k -> M $ snd <$> ikthSmallestIn l r k IKthSmallestIn (!l, !r) k -> M2 $ ikthSmallestIn l r k KthLargestIn (!l, !r) k -> M $ snd <$> ikthLargestIn l r k IKthLargestIn (!l, !r) k -> M2 $ ikthLargestIn l r k RankBetween (!l, !r) (!xl, !xr) -> rankBetween l r xl xr Rank (!l, !r) x -> rankBetween l r x (x + 1) Select x -> M $ selectKthIn 0 n 0 x SelectIn (!l, !r) x -> M $ selectKthIn l r 0 x SelectKth k x -> M $ selectKthIn 0 n k x SelectKthIn (!l, !r) k x -> M $ selectKthIn l r k x LookupLE (!l, !r) x -> max_ . VU.filter (<= x) . VU.take (r - l) $ VU.drop l xs LookupLT (!l, !r) x -> max_ . VU.filter (< x) . VU.take (r - l) $ VU.drop l xs LookupGE (!l, !r) x -> min_ . VU.filter (>= x) . VU.take (r - l) $ VU.drop l xs LookupGT (!l, !r) x -> min_ . VU.filter (> x) . VU.take (r - l) $ VU.drop l xs AssocsIn (!l, !r) -> Assocs . IM.assocs . IM.fromListWith (+) . VU.toList . VU.map (,1) . VU.take (r - l) $ VU.drop l xs DescAssocsIn (!l, !r) -> Assocs . reverse . IM.assocs . IM.fromListWith (+) . VU.toList . VU.map (,1) . VU.take (r - l) $ VU.drop l xs where n = VU.length xs max_ ys | VU.null ys = M Nothing | otherwise = M $ Just $ VU.maximum ys min_ ys | VU.null ys = M Nothing | otherwise = M $ Just $ VU.minimum ys ikthSmallestIn l r k = (VU.!? k) . VU.modify (VAI.sortBy (comparing (\(!i, !x) -> (x, i)))) . VU.take (r - l) . VU.drop l . VU.indexed $ xs ikthLargestIn l r k = ikthSmallestIn l r ((r - l) - (k + 1)) rankBetween l r xl xr = I . VU.length . VU.filter (\x -> xl <= x && x < xr) . VU.take (r - l) . VU.drop l $ xs selectKthIn l r k x = (fst <$>) . (VU.!? k) . VU.filter ((== x) . snd) . VU.take (r - l) . VU.drop l . VU.indexed $ xs handleAcl :: WM.WaveletMatrix -> Query -> Result handleAcl wm q = case q of Access i -> M $ WM.access wm i KthSmallestIn (!l, !r) k -> M $ WM.kthSmallestIn wm l r k IKthSmallestIn (!l, !r) k -> M2 $ WM.ikthSmallestIn wm l r k KthLargestIn (!l, !r) k -> M $ WM.kthLargestIn wm l r k IKthLargestIn (!l, !r) k -> M2 $ WM.ikthLargestIn wm l r k RankBetween (!l, !r) (!xl, !xr) -> I $ WM.rankBetween wm l r xl xr Rank (!l, !r) x -> I $ WM.rankBetween wm l r x (x + 1) Select x -> M $ WM.select wm x SelectIn (!l, !r) x -> M $ WM.selectIn wm l r x SelectKth k x -> M $ WM.selectKth wm k x SelectKthIn (!l, !r) k x -> M $ WM.selectKthIn wm l r k x LookupLE (!l, !r) x -> M $ WM.lookupLE wm l r x LookupLT (!l, !r) x -> M $ WM.lookupLT wm l r x LookupGE (!l, !r) x -> M $ WM.lookupGE wm l r x LookupGT (!l, !r) x -> M $ WM.lookupGT wm l r x AssocsIn (!l, !r) -> Assocs $ WM.assocsIn wm l r DescAssocsIn (!l, !r) -> Assocs $ WM.descAssocsIn wm l r prop_randomTest :: Init -> QC.Gen QC.Property prop_randomTest Init {..} = do qs <- QC.vectorOf capacity (genQuery capacity) pure . QC.conjoin $ map ( \q -> QC.counterexample (show q) $ handleRef xs q QC.=== handleAcl wm q ) qs unit_boundary :: TestTree unit_boundary = testCase "boundary" $ do let n = 5 let wm = WM.build $ VU.fromList [0, 10, 20, 10, 0] let try :: (HasCallStack, Eq a, Show a) => (WM.WaveletMatrix -> Int -> Int -> Int -> Maybe a) -> Int -> IO () try f x = do (@?= Nothing) $ f wm (-1) 0 x (@?= Nothing) $ f wm 20 (20 + 1) x let k = 0 try WM.kthSmallestIn k try WM.ikthSmallestIn k try WM.kthLargestIn k try WM.ikthLargestIn k -- try WM.unsafeKthSmallestIn -- try WM.unsafeIKthSmallestIn -- try WM.unsafeKthLargestIn -- try WM.unsafeIKthLargestIn let tryRank :: (HasCallStack) => (WM.WaveletMatrix -> Int -> Int -> Int -> Int) -> Int -> IO () tryRank f x = do -- out of range (@?= 0) $ f wm (-1) 0 x (@?= 0) $ f wm n (n + 1) x -- reverse (@?= 0) $ f wm 1 0 x (@?= 0) $ f wm n (n - 1) x (@?= 0) $ f wm n 0 x -- out of range and reverse (@?= 0) $ f wm 0 (-1) x (@?= 0) $ f wm (n + 1) n x let tryRankBetween :: (HasCallStack) => (WM.WaveletMatrix -> Int -> Int -> Int -> Int -> Int) -> Int -> Int -> IO () tryRankBetween f xl xr = do -- out of range (@?= 0) $ f wm (-1) 0 xl xr (@?= 0) $ f wm n (n + 1) xl xr -- reverse (@?= 0) $ f wm 1 0 xl xr (@?= 0) $ f wm n (n - 1) xl xr (@?= 0) $ f wm n 0 xl xr -- out of range and reverse (@?= 0) $ f wm 0 (-1) xl xr (@?= 0) $ f wm (n + 1) n xl xr tryRankBetween WM.rankBetween (-1) 1 tryRank WM.rank 0 tryRank WM.rank 1 tryRank WM.rank (-1) -- TODO: test -- (@?= Nothing) $ WM.select wm -- (@?= Nothing) $ WM.selectKth wm -- (@?= Nothing) $ WM.selectKthIn wm -- (@?= Nothing) $ WM.lookupLE wm -- (@?= Nothing) $ WM.lookupLT wm -- (@?= Nothing) $ WM.lookupGE wm -- (@?= Nothing) $ WM.lookupGT wm -- (@?= Nothing) $ WM.assocsIn wm -- (@?= Nothing) $ WM.descAssocsIn wm tests :: [TestTree] tests = [ unit_boundary, QC.testProperty "random test" prop_randomTest ]