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GiST (empty) → 0.0.1

raw patch · 12 files changed

+1317/−0 lines, 12 filesdep +basedep +textsetup-changed

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+ COPYING view
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+ Data/GiST/BTree.hs view
@@ -0,0 +1,72 @@+{- |+Module      :  BTree+Copyright   :  (c) Mihail Bogojeski+License     :  GPL++Maintainer  :  mihailbogojeski@gmail.com+Stability   :  experimental+Portability :  portable++A simple implementation of the B+ tree predicate. A containment predicate is a tuple of two integers+representing an open interval, while the equality predicate is simply an interger value.+-}++{-# LANGUAGE MultiParamTypeClasses+    #-}++++module Data.GiST.BTree (+    Predicate (..)+    ,between+) where++import Data.GiST.GiST(Entry(..),entryPredicate,Predicates(..),Penalty)+import Data.List(sort)++++data Predicate a = Contains (a,a)                   -- ^ containment predicate (interval)+                 | Equals a                         -- ^ equality predicate (integer value)+                 deriving (Eq, Ord, Show, Read)++++-- | More documentation on the instance implementation in the source+instance Predicates Predicate Int where+    +    -- | Two containment predicates are consistent if the intervals they represent overlap+    -- A containment and equality predicate are consistent if the interval represented by the former contains the value of the latter+    -- Two equality predicates are consistent if they represent the same value+    consistent (Contains (min1,max1)) (NodeEntry (_, Contains (min2,max2)))  = (min1 <= max2) && (max1 >= min2)+    consistent (Equals a) (NodeEntry (_, Contains (min,max)))   = between a min max +    consistent (Contains (min,max)) (LeafEntry (_, Equals a))   = between a min max+    consistent (Equals a1) (LeafEntry (_, Equals a2))           = a1 == a2+    +    -- | A union of predicates is an interval spanning from the minimal +    -- to the maximal value of all the predicats+    union ps = Contains (min,max)+                -- The minimum of all interval minimums+        where   min         = minimum $ map minP ps+                -- The maximum of all interval maximums+                max         = maximum $ map maxP ps+    +    -- | Seperates the sorted list of entries into two halves+    pickSplit es = splitAt ((length es + 1) `div` 2) sorted+        where   sorted  = sort es+    -- | The distance between the intervals (or values) of the predicates+    penalty p1 p2 = maximum[(minP p2)-(minP p1), 0] + maximum [(maxP p1)-(maxP p2),0]++-- The lower limit of the predicate+minP :: Predicate a -> a+minP (Contains (min,_)) = min+minP (Equals a) = a++-- The upper limit of the predicate+maxP :: Predicate a -> a+maxP (Contains (_,max)) = max+maxP (Equals a) = a++-- | Tests if a value is between two others+between :: Ord a => a -> a -> a -> Bool+between a min max = (a >= min) && (a <= max)
+ Data/GiST/GiST.hs view
@@ -0,0 +1,223 @@+{- |+Module      :  GiST+Copyright   :  (c) Mihail Bogojeski, Alexander Svozil+License     :  GPL++Maintainer  :  mihailbogojeski@gmail.com+Stability   :  experimental+Portability :  portable++The implementation of the basic GiST operations. The behaviour+of the operations is largely influenced by the predicate used, allowing the GiST to behave+like a different type of balanced search tree for a different predicate. Although the operations+are influenced by the predicate, it is always ensured that the tree stays balanced after an +insertion or deletion, regardless of the predicate used. It is also recommended that the minimum+and maximum fill factor for the tree are constant throughout the whole program to ensure optimal+behaviour+-}+++{-# LANGUAGE MultiParamTypeClasses+    ,FlexibleInstances+    ,FlexibleContexts+    #-}++module Data.GiST.GiST+    (  +        -- ** Types +        GiST+        ,Entry(..)+        ,Predicates(..)+        ,LeafEntry,NodeEntry,Penalty+        ,entryPredicate+        -- ** GiST operations+        ,search, insert, delete, empty, save, load, getData, size+    ) where++import Data.GiST.Types+import qualified Data.Text.IO as TIO+import qualified Data.Text as T++   +-- | Searches the GiST for leaf nodes that satisfy the given search predicate+search  :: Predicates p a => p a -> GiST p a -> [a] +search  p (Leaf es)     = [fst e | e <- es, consistent p (LeafEntry e)] +search  _ (Node [])     = []+search  p (Node (e:es))+    |consistent p (NodeEntry e) = (search p (fst e)) ++ (search p (Node es))+    |otherwise                  = search p (Node es)+  +-- | Inserts an entry into the tree, rebalancing the tree if necessary.+-- Rebalancing is done to satisfy the minimum and maximum fill factor+-- of the tree (represented as an integer tuple)+insert  :: Predicates p a => LeafEntry p a -> (Int, Int) -> GiST p a -> GiST p a +insert (toIns, pred) (min,max) (Node es)+        |search pred (Node es) /= [] = Node es+        |length newEs <= max   =  Node newEs+        |otherwise              = Node [(Node $ map unNodeEntry es1, union $ map entryPredicate es1)+                                    ,(Node $ map unNodeEntry es2, union $ map entryPredicate es2)] +            -- The new entries after inserting+    where   newEs = case insertSubtree of+                        Right newSub -> [if (e == minSubtree)+                                            then newSub+                                            else e+                                        |e <- es]+                        Left split -> (filter (/=minSubtree) es)++[fst split,snd split] +            -- The optimal subtree to insert into+            minSubtree = chooseSubtree es (toIns,pred)+            -- The changed (and additional) subtree after insert+            insertSubtree = insertAndSplit minSubtree (min,max) (toIns,pred)+            -- The split of the node entries (in case of overpopulation)+            (es1,es2) =  pickSplit $ map NodeEntry newEs+         +insert (toIns, p) (min,max) (Leaf es)+        |search p (Leaf es) /= [] = Leaf es+        |length newEs <= max    = Leaf newEs+        |otherwise              = Node [(Leaf $ map unLeafEntry es1,union $ map entryPredicate es1)+                                    ,(Leaf $ map unLeafEntry es2, union $ map entryPredicate es2)] +            -- The new entries after insert+    where   newEs = (toIns, p):es+            -- The split of the node entries (in case of overpopulation)+            (es1,es2) =  pickSplit $ map LeafEntry newEs ++-- | Deletes a leaf entry from the tree, rebalancing the tree if necessary. +-- Rebalancing is done to satisfy the minimum and maximum fill factor+-- of the tree (represented as an integer tuple)+delete  :: Predicates p a => LeafEntry p a -> (Int, Int) -> GiST p a -> GiST p a +delete (toDel, p) (min,max) (Node es) +        |length newEs == 1  = insertMultiple toAdd (makeRoot $ head newEs) (min,max) +        |otherwise          = insertMultiple toAdd (Node newEs) (min, max)+            -- The new entries after delete without Null entries+    where   newEs = filter (not.isNull) (map fst delNodes)  +            -- The propagated entries to add+            toAdd = concat (map snd delNodes)+            -- The entries after delete+            delNodes =  [if (consistent p (NodeEntry e)) +                            then (deleteAndCondense e (min,max) (toDel,p))+                            else (e,[])+                        |e <- es]+                        +delete (toDel, p) (min,max) (Leaf es) = Leaf [e | e <- es, not $ consistent p (LeafEntry e)]+    +-- | Create a new empty GiST+empty :: GiST p a +empty = Leaf []++-- | Loads a GiST from file+load :: (Read a, Read (p a)) => FilePath -> IO (GiST p a) +load f = do s <- TIO.readFile f+            return (read $ T.unpack s)++-- | Saves the GiST to file+save :: (Show a, Show (p a)) => GiST p a -> FilePath -> IO ()+save gist f = TIO.writeFile f $ T.pack (show gist)+++++-- | A helper function that propagates insertion through the subtrees and splits when necessary.+-- If the node is overpopulated after the insertion, the node is split into+-- two smaller nodes which are then added to the parent        +insertAndSplit :: (Predicates p a) => NodeEntry p a -> (Int,Int) -> LeafEntry p a -> Either (NodeEntry p a, NodeEntry p a) (NodeEntry p a)+insertAndSplit (Node es,p) (min,max) (toIns,pred)+            |length newEs <= max  =  Right (Node newEs,union $ map snd newEs)+            |otherwise = Left ((Node  (map unNodeEntry es1), union $ map entryPredicate es1)+                        ,(Node (map unNodeEntry es2), union $ map entryPredicate es2)) +                -- The new entries after insert+        where   newEs = case insertSubtree of+                            Right newSub -> [if (e == minSubtree)+                                                then newSub+                                                else e+                                            |e <- es]+                            Left split -> (filter (/=minSubtree) es)++[fst split,snd split] +                -- The optimal subtree to insert into+                minSubtree = chooseSubtree es (toIns,pred)+                -- The changed (and additional) subtree after insert+                insertSubtree = insertAndSplit minSubtree (min,max) (toIns,pred)+                -- The split of the node entries (in case of overpopulation)+                (es1,es2) =  pickSplit $ map NodeEntry newEs++insertAndSplit (Leaf es,p) (min,max) (toIns,pred)+            |length newEs <= max  = Right (Leaf newEs,union $ map snd newEs)+            |otherwise = Left ((Leaf (map unLeafEntry es1), union $ map entryPredicate es1)+                        ,(Leaf (map unLeafEntry es2), union $ map entryPredicate es2)) +            -- The optimal subtree to insert into+    where   newEs = ((toIns,pred) : es)+            -- The split of the node entries (in case of overpopulation)+            (es1,es2) =  pickSplit $ map LeafEntry newEs +++-- A helper function that propagates deletion through the subtrees and condenses.+-- If an internal node is underpopulated after deletion, the node and all it's subnodes are removed+-- and all their leaf entries are stored for reinsertion. The deletion is then propagated to the parent+-- of the node+deleteAndCondense :: (Predicates p a) => NodeEntry p a -> (Int,Int) -> LeafEntry p a -> (NodeEntry p a, [LeafEntry p a])+deleteAndCondense (Node es, pred) (min, max) (toDel, p)+        |length newEs < min = ((Null, pred), toAdd ++ getEntries (Node es))   +        |otherwise          = ((Node newEs, union $ map snd newEs), toAdd)+            -- The new entries after delete without Null entries+    where   newEs = filter (not.isNull) (map fst delNodes)  +            -- The propagated entries to add+            toAdd = concat (map snd delNodes) +            -- The entries after delete+            delNodes =  [if (consistent p (NodeEntry e)) +                            then (deleteAndCondense e (min,max) (toDel,p))+                            else (e,[])+                        |e <- es]+-- If a leaf is underpopulated after deletion, the leaf is removed and all its entries are+-- stored for reinsertion. The deletion is then propagated to the parent of the node+deleteAndCondense ((Leaf es),pred) (min, max) (toDel, p) +    |length newEs < min = ((Null,pred), newEs)+    |otherwise          = ((Leaf newEs, union $ map snd newEs),[])        +                -- The new entries after delete without Null entries+        where   newEs = [e | e <- es, not $ consistent p (LeafEntry e)] ++++-- Inserts multiple entries into a GiST   +insertMultiple :: (Predicates p a) => [LeafEntry p a] -> GiST p a -> (Int,Int) -> GiST p a+insertMultiple [] gist _ = gist+insertMultiple (e:es) gist (min,max) = insertMultiple es afterInsert (min,max)+    where afterInsert = insert e (min,max) gist++++-- Chooses the most appropriate subtree to insert the entry into+chooseSubtree   :: (Predicates p a )=>[(NodeEntry p a)] -> LeafEntry p a -> (NodeEntry p a) +chooseSubtree subtrees e    = minPenalty penalties (head penalties)+        where   penalties = [(ne, penalty (snd e) (snd ne))|ne <- subtrees]+++-- Return the minimum penalty and corresponding entry from a list od entries and penalties+minPenalty :: [(NodeEntry p a, Penalty)]->(NodeEntry p a, Penalty) -> NodeEntry p a+minPenalty [] p = fst p +minPenalty ((ne, pen):ps) (nemin, minpen) +    |pen < minpen   = minPenalty ps (ne, pen) +    |otherwise      = minPenalty ps (nemin, minpen) +++-- Takes an entry and extracts the GiST from it+makeRoot :: NodeEntry p a -> GiST p a+makeRoot (Node es, p) = Node es+makeRoot (Leaf es, p) = Leaf es+++-- Checks if an entry contains a Null GiST+isNull :: NodeEntry p a -> Bool+isNull (Null, p) = True+isNull _ = False+++-- Returns all the entries stored in a GiST+getEntries :: GiST p a -> [LeafEntry p a]+getEntries (Node es) = concat [getEntries sub | (sub,_) <- es]+getEntries (Leaf es) = es+++-- | Returns all the data stored in a GiST+getData :: GiST p a -> [a]+getData gist = map fst $ getEntries gist++-- | Return the number of values in a GiST+size :: GiST p a -> Int+size gist = length $ getEntries gist
+ Data/GiST/RTree.hs view
@@ -0,0 +1,115 @@+{- |+Module      :  RTree+Copyright   :  (c) Mihail Bogojeski+License     :  GPL++Maintainer  :  mihailbogojeski@gmail.com+Stability   :  experimental+Portability :  portable++A simple implementation of the R-Tree predicate. A containment predicate is a tuple of two points+representing a rectangle with the first tuple (minx,maxy) being the upper left corner of the rectangle+and the second (maxx,miny) being the lower right corner of the rectangle, while the equality predicate +is simply a 2D point (tuple of two integers).+-}+++{-# LANGUAGE MultiParamTypeClasses+    , FlexibleInstances+    #-}++module Data.GiST.RTree (+    Predicate(..)+) where++import Data.GiST.GiST(Entry(..),entryPredicate,Predicates(..),Penalty)+import Data.GiST.BTree(between)+import Data.List(sort)+++data Predicate a = Contains (a,a)               -- ^ containment predicate (rectangle)+                 | Equals a                     -- ^ equality predicate (2D point)+                 deriving (Eq,Ord,Show,Read)++-- Checks if the intervals of two R-Tree predicates overlap+overlaps :: (Ord a) => ((a,a),(a,a)) -> ((a,a),(a,a))  -> Bool+overlaps ((minx1,maxy1),(maxx1,miny1)) ((minx2,maxy2),(maxx2,miny2)) =  (minx1 <= maxx2)+                                                                && (minx2 <= maxx1)+                                                                && (miny1 <= maxy2)+                                                                && (miny2 <= maxy1)++-- | More documentation on the instance implementation in the source+instance Predicates Predicate (Int,Int) where+    +    -- | Two containment predicates are consistent if the rectangles they represent overlap.+    -- A containment and equality predicate are consistent if the point represented by the latter+    -- is in the area described by former.+    -- Two equality predicates are consistent if they represent the same point+    consistent (Contains t1) (NodeEntry (_, Contains t2)) = overlaps t1 t2+    consistent (Equals (x,y)) (NodeEntry (_, Contains ((minx,maxy),(maxx,miny)))) = between x minx maxx && between y miny maxy+    consistent (Contains ((minx,maxy),(maxx,miny))) (LeafEntry (_, Equals (x,y))) = between x minx maxx && between y miny maxy+    consistent (Equals a1) (LeafEntry (_, Equals a2))           = a1 == a2+    +    -- | A union of predicates is a rectangle with the minimal x und maximal y coordinate of all predicates as the upper left corner+    -- and the maximal x and minimal y coordinate of all predicates as the lower right corner  +    union ps = Contains ((minx,maxy),(maxx,miny))+                -- The minimum of all x interval minimums+        where   minx    = minimum $ map minxP ps+                -- The maximum of all y interval maximums+                maxy    = maximum $ map maxyP ps+                -- The maximum of all x interval maximums+                maxx    = maximum $ map maxxP ps                 +                -- The minimum of all y interval minimums+                miny    = minimum $ map minyP ps++    -- | Seperates the sorted list of entries into two halves using the linear split algorithm+    pickSplit es = linearSplit [e1] [e2] [e | e <- sort es, e /= e1, e/= e2] $ (length es + 1) `div` 2+        -- A tuple containing the two most disparate entries in the list their corresponding penalty penalty+        where (_, e1, e2) = maximum [greatestPenalty e es | e <- es]+    +    -- | The area increase of the second predicate after a union with the first+    penalty p1 p2  =  area (union [p1,p2]) - area p2+++-- | The lower limit for the x coordinate of the predicate+minxP :: Predicate (a,a) -> a+minxP (Contains ((minx,_),(_,_))) = minx+minxP (Equals (x,_)) = x++-- | The upper limit for the y coordinate of the predicate+maxyP :: Predicate (a,a) -> a+maxyP (Contains ((_,maxy),(_,_))) = maxy+maxyP (Equals (_,y)) = y ++-- | The upper limit for the x coordinate of the predicate+maxxP :: Predicate (a,a) -> a+maxxP (Contains ((_,_),(maxx,_))) = maxx+maxxP (Equals (x,_)) = x++-- | The lower limit for the y coordinate of the predicate+minyP :: Predicate (a,a) -> a+minyP (Contains ((_,_),(_,miny))) = miny+minyP (Equals (_,y)) = y++-- | Size of the area covered by the predicate+area :: Predicate (Int,Int) -> Int+area (Equals _) = 0+area (Contains ((minx,maxy),(maxx,miny))) = (maxx - minx) * (maxy - miny)+++-- | Calculates the greatest penalty between an entry and a list of entries+-- | Returns a tuple containing the greatest penalty and the two entries for which the penalty was calculated+greatestPenalty :: Entry Predicate (Int,Int) -> [Entry Predicate (Int,Int)] -> (Penalty, Entry Predicate (Int,Int), Entry Predicate (Int,Int))+greatestPenalty e es = maximum [(penalty (entryPredicate e) (entryPredicate e1), e, e1) | e1 <- es]++-- | Implementation of the linear split algorithm taking the minimal fill factor into account+linearSplit :: [Entry Predicate (Int, Int)] -> [Entry Predicate (Int,Int)] -> +    [Entry Predicate (Int,Int)] -> Int -> ([Entry Predicate (Int,Int)], [Entry Predicate (Int,Int)])+linearSplit es1 es2 [] _ = (es1,es2)+linearSplit es1 es2 (e:es) max+    |length es1 == max  = (es1,es2 ++ (e:es))+    |length es2 == max  = (es1 ++ (e:es), es2)+    |otherwise          = if penalty (entryPredicate e) (union $ map entryPredicate es1) >+                            penalty (entryPredicate e) (union $ map entryPredicate es2) +                            then linearSplit es1 (e:es2) es max+                            else linearSplit (e:es1) es2 es max
+ Data/GiST/Types.hs view
@@ -0,0 +1,75 @@+{- |+Module      :  Types+Copyright   :  (c) Mihail Bogojeski, Alexander Svozil+License     :  GPL++Maintainer  :  mihailbogojeski@gmail.com+Stability   :  experimental+Portability :  portable++Defines the basic types used for this GiST implementation and a couple of operations on these types.+Also introduces the Predicates class which the user of this package can instance to create predicates+which define the data stored in the tree and the tree's behavior during insert, delete, and search operations+-}+++{-# LANGUAGE MultiParamTypeClasses+    ,FlexibleInstances+    ,FlexibleContexts+    #-}++module Data.GiST.Types where++import Data.Foldable as F++-- | The data structure used for building the GiST+data GiST p a  = Leaf [LeafEntry p a]       -- ^ leaf node+               | Node [NodeEntry p a]       -- ^ internal node+               | Null                       -- ^ a null GiST+               deriving (Eq, Show, Read)+++-- | A general entry type for the gist+data Entry p a = LeafEntry (LeafEntry p a)+               | NodeEntry (NodeEntry p a) +               deriving (Eq, Show, Read) ++unLeafEntry  (LeafEntry l) =  l+unNodeEntry  (NodeEntry n) =  n++-- | Returns the predicate of this entry+entryPredicate :: Entry p a -> p a+entryPredicate (LeafEntry e) = snd e+entryPredicate (NodeEntry e) = snd e++-- | A leaf entry has a predicate and data+type LeafEntry p a = (a, p a)++-- | A node entry has a predicate and a subtree+type NodeEntry p a = (GiST p a, p a)++type Penalty = Int++-- | Comparison only based on the predicate+instance  (Eq a, Ord (p a)) => Ord (Entry p a) where+    (<=) (LeafEntry (_,p1)) (LeafEntry (_,p2)) = p1 <= p2+    (<=) (NodeEntry (_,p1)) (NodeEntry (_,p2)) = p1 <= p2+    (<=) (NodeEntry (_,p1)) (LeafEntry (_,p2)) = p1 <= p2+    (<=) (LeafEntry (_,p1)) (NodeEntry (_,p2)) = p1 <= p2+++-- | The predicate class that can be instanced by the user to create new types+-- of balanced search trees+class (Eq a, Eq (p a)) => Predicates p a where+    -- | Checks if the given entry is consistent with a given predicate+    consistent  :: p a -> Entry p a -> Bool+    -- | Returns a predicate that is the union of all predicates of the given list of entries+    union       :: [p a] -> p a+    -- | Calculates a numerical penalty for inserting the entry containing the first predicate +    -- into a subtree rooted at an entry containing the second predicate+    penalty     :: p a -> p a -> Penalty+    -- | Given a list of entries, returns two disjunct subsets that contain the entries in the list.+    -- Focus is on minimising the overlap between the splitted entries' predicates+    pickSplit   :: [Entry p a] -> ([Entry p a], [Entry p a])++
+ GiST.cabal view
@@ -0,0 +1,26 @@+name:                   GiST+version:                0.0.1+cabal-version:          >=1.2+build-type:             Simple+license:                GPL+license-file:           LICENSE+author:                 Mihail Bogojeski, Alexander Svozil +maintainer:             Mihail Bogojeski (mihailbogojeski@gmail.com)+extra-source-files:     COPYING, Test/Random.hs, Test/Tests.hs, Test/RandomFast.hs, Test/Interactive.hs+synopsis:               A Haskell implementation of a Generalized Search Tree (GiST)+description:            A simple implementation of the GiST data structure, including a couple of basic+                        predicates used for implementing a GiST based B+ or R-tree. The GiST is also+                        capable und working with any user defined instance of the class Predicates,+                        making this package perfect for developing and testing new types of balanced +                        trees.+category:               Data Structures+stability:              Experimental+tested-with:            GHC == 7.4.1++library +    buildable:          True+    build-depends:      base >=4 && <5, text >= 0.11.2.3 && <0.12+    exposed-modules:    Data.GiST.GiST,+                        Data.GiST.BTree,+                        Data.GiST.RTree+    other-modules:      Data.GiST.Types
+ LICENSE view
@@ -0,0 +1,20 @@+Copyright (C) 2013 Mihail Bogojeski <mihailbogojeski@gmail.com>, Alexander Svozil++All code is under the following license unless otherwise noted:+   This program is free software; you can redistribute it and/or modify+   it under the terms of the GNU Lesser General Public License as published by+   the Free Software Foundation; either version 2.1 of the License, or+   (at your option) any later version.++   This program is distributed in the hope that it will be useful,+   but WITHOUT ANY WARRANTY; without even the implied warranty of+   MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the+   GNU Lesser General Public License for more details.++   You should have received a copy of the GNU Lesser General Public License+   along with this program; if not, write to the Free Software+   Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA  02110-1301  USA++The GNU Lesser General Public License is available in the file COPYING in the+source distribution.  Debian GNU/Linux users may find this in+/usr/share/common-licenses/GPL-2.
+ Setup.hs view
@@ -0,0 +1,3 @@+#!/usr/bin/runhaskell+import Distribution.Simple+main = defaultMain
+ Test/Interactive.hs view
@@ -0,0 +1,84 @@+{-# LANGUAGE MultiParamTypeClasses+    #-}++module Main where++import System.IO+import System.Exit+import Data.GiST.GiST+import qualified Data.GiST.BTree as BTree+import qualified Data.GiST.RTree as RTree+import Control.Monad(when)+import System.Environment(getArgs)+import System.Console.GetOpt+import qualified Data.Text.IO as TIO+import qualified Data.Text as T++-- | A small programm used for adding, deleting or searching data in a GiST saved on a file+-- options b and r choose between a BTree or RTree implementation+-- Option e for creating an empty gist, i for adding data into the tree, d for deleting and s for searching+main    :: IO()+main =  do+    args <- getArgs  +    let (flags, nonOpt, msgs) = getOpt RequireOrder options args+    when (length flags /=2) $ do +        putStrLn "usage : main <-b|-r> <-i key|-d key|-s interval|-e> file" +        exitFailure+    when (length nonOpt /= 1) $ do+        putStrLn "usage : main <-b|-r> <-i key|-d key|-s interval|-e> file"+        exitFailure+    let treeFlag = head flags+    let opFlag = flags!!1+    let file = nonOpt!!0+    if (treeFlag == BTree ) then do+        if (opFlag == Empty) then save (empty::GiST BTree.Predicate Int) file+        else do+            gist <- load file+            executeOperationB gist opFlag file+    else do+        if (opFlag == Empty) then save (empty::GiST RTree.Predicate (Int,Int)) file+        else do+            gist <- load file+            executeOperationR gist opFlag file+    +    +    +data Flag = BTree | RTree | Search String | Insert String | Delete String | Empty deriving (Eq)++options :: [OptDescr Flag]+options = [+    Option ['b'] ["btree"] (NoArg BTree)  "use BTree GiST",+    Option ['r'] ["rtree"] (NoArg RTree)  "use RTree GiST",+    Option ['s'] ["search"] (ReqArg Search  "DATA")  "search in GiST",+    Option ['i'] ["insert"] (ReqArg Insert  "DATA") "insert into GiST",+    Option ['d'] ["delete"] (ReqArg Delete  "DATA") "delete from GiST",+    Option ['e'] ["empty"] (NoArg Empty) "write empty GiST"+  ]+   +executeOperationB :: GiST BTree.Predicate Int -> Flag -> String -> IO()+executeOperationB gist (Insert s) file  = do     +    let key = read s :: Int+    save (insert (key, BTree.Equals key) (2,4) gist) file+executeOperationB gist (Delete s) file = do+    let key = read s :: Int +    save (delete (key, BTree.Equals key) (2,4) gist) file +executeOperationB gist (Search s) file = do+    let (min,max) = read s :: (Int,Int)+    when (min >= max) $ do+        putStrLn "usage for BTree : main <-i key|-d key|-s (min,max)>"   +        exitFailure+    putStrLn $ show (search (BTree.Contains (min,max)) gist)++executeOperationR :: GiST RTree.Predicate (Int,Int) -> Flag -> String -> IO()+executeOperationR gist (Insert s) file  = do+    let key = read s :: (Int,Int)+    save (insert (key, RTree.Equals key) (2,4) gist) file +executeOperationR gist (Delete s) file = do+    let key = read s :: (Int,Int) +    save (delete (key, RTree.Equals key) (2,4) gist) file +executeOperationR gist (Search s) file = do+    let ((minx,maxy),(maxx,miny)) = read s :: ((Int,Int),(Int,Int))+    when (minx > maxy || miny > maxy) $ do+        putStrLn "usage for RTree : main <-i key|-d key|-s ((minx,maxy),(maxx,miny))>"   +        exitFailure+    putStrLn $ show (search (RTree.Contains ((minx,maxy),(maxx,miny))) gist)
+ Test/Random.hs view
@@ -0,0 +1,74 @@+{-# LANGUAGE MultiParamTypeClasses+    #-}++module Main where++import System.IO+import System.Exit+import System.Random+import Data.GiST.GiST+import qualified Data.GiST.BTree as BTree+import qualified Data.GiST.RTree as RTree+import Control.Monad(when)+import System.Environment(getArgs)+import System.Console.GetOpt+import qualified Data.Text.IO as TIO+import qualified Data.Text as T+++-- | A small program that allows the user to add any number of random elements to a GiST and saves the resulting tree in the+-- "RandomBTree.txt" or "RandomRTree.txt" depending on the predicate type+-- The GiST is written after every insert+main    :: IO()+main =  do+    args <- getArgs  +    let (flags, nonOpt, msgs) = getOpt RequireOrder options args+    when (length flags /=1) $ do +        putStrLn "usage : main <-b|-r> max_range num_inserts" +        exitFailure+    when (length nonOpt /= 2) $ do+        putStrLn "usage : main <-b|-r> max_range num_inserts"+        exitFailure+    if (head flags == BTree ) then do+        let gist = empty :: GiST BTree.Predicate Int+        let file = "BTreeRandom.txt"+        save gist file+        g <- newStdGen+        executeOperationB file (read $ nonOpt!!0) (read $ nonOpt!!1) g+    else do+        let gist = empty :: GiST RTree.Predicate (Int,Int)+        let file = "RTreeRandom.txt"+        save gist file+        g <- newStdGen+        executeOperationR file (read $ nonOpt!!0) (read $ nonOpt!!1) g+    +    +    +data Flag = BTree | RTree deriving (Eq)++options :: [OptDescr Flag]+options = [+    Option ['b'] ["btree"] (NoArg BTree)  "use BTree GiST",+    Option ['r'] ["rtree"] (NoArg RTree)  "use RTree GiST"+  ]+   +    +    +executeOperationB :: String -> Int -> Int -> StdGen -> IO()+executeOperationB _ _ 0 _ = return()+executeOperationB file max num gen = do     +    gist <- (load file :: IO (GiST BTree.Predicate Int))+    let (key,g) = randomR (1,max) gen+    putStrLn $ show $ length $ getEntries gist+    save (insert (key, BTree.Equals key) (3,6) gist) file+    executeOperationB file max (num-1) g++executeOperationR :: String -> Int -> Int -> StdGen -> IO()+executeOperationR _ _ 0 _ = return()+executeOperationR file max num gen  = do+    gist <- (load file :: IO (GiST RTree.Predicate (Int,Int)))+    let (x,g) = randomR (1,max) gen+    let (y,g2) = randomR (1,max) g+    putStrLn $ show $ length $ getEntries gist+    save (insert ((x,y), RTree.Equals (x,y)) (3,6) gist) file+    executeOperationR file max (num-1) g2
+ Test/RandomFast.hs view
@@ -0,0 +1,66 @@+{-# LANGUAGE MultiParamTypeClasses+    #-}++module Main where++import System.IO+import System.Exit+import System.Random+import Data.GiST.GiST+import qualified Data.GiST.BTree as BTree+import qualified Data.GiST.RTree as RTree+import Control.Monad(when)+import System.Environment(getArgs)+import System.Console.GetOpt+import qualified Data.Text.IO as TIO+import qualified Data.Text as T++-- | A small program that allows the user to add any number of random elements to a GiST and saves the resulting tree in the+-- "RandomBTree.txt" or "RandomRTree.txt" depending on the predicate type+-- The data is written after all the insertions are finished+main    :: IO()+main =  do+    args <- getArgs  +    let (flags, nonOpt, msgs) = getOpt RequireOrder options args+    when (length flags /=1) $ do +        putStrLn "usage : main <-b|-r> max_range num_inserts" +        exitFailure+    when (length nonOpt /= 2) $ do+        putStrLn "usage : main <-b|-r> max_range num_inserts"+        exitFailure+    if (head flags == BTree ) then do+        let gist = empty :: GiST BTree.Predicate Int+        g <- newStdGen+        let file = "BTreeRandom.txt"+        save (executeOperationB gist (read $ nonOpt!!0) (read $ nonOpt!!1) g) file+        +    else do+        let gist = empty :: GiST RTree.Predicate (Int,Int)+        g <- newStdGen+        let file = "RTreeRandom.txt"+        save (executeOperationR gist (read $ nonOpt!!0) (read $ nonOpt!!1) g) file+        +    +    +    +data Flag = BTree | RTree deriving (Eq)++options :: [OptDescr Flag]+options = [+    Option ['b'] ["btree"] (NoArg BTree)  "use BTree GiST",+    Option ['r'] ["rtree"] (NoArg RTree)  "use RTree GiST"+  ]+   +    +executeOperationB :: GiST BTree.Predicate Int -> Int -> Int -> StdGen -> GiST BTree.Predicate Int+executeOperationB g _ 0 _ = g+executeOperationB gist max num gen = executeOperationB inserted max (num-1) g+    where   inserted = insert (key, BTree.Equals key) (3,6) gist+            (key,g) = randomR (1,max) gen++executeOperationR :: GiST RTree.Predicate (Int,Int) -> Int -> Int -> StdGen -> GiST RTree.Predicate (Int,Int)+executeOperationR g _ 0 _ = g+executeOperationR gist max num gen = executeOperationR inserted max (num-1) g2+    where   inserted = insert ((x,y), RTree.Equals (x,y)) (3,6) gist+            (x,g) = randomR (1,max) gen+            (y,g2) = randomR (1,max) g
+ Test/Tests.hs view
@@ -0,0 +1,48 @@+{-# LANGUAGE MultiParamTypeClasses+    #-}++module Test where++import Data.GiST.GiST+import Data.List(sort)+import qualified Data.GiST.BTree as BTree+import qualified Data.GiST.RTree as RTree+-- | A small series of tests on the functionality of the GiST++bounds = (2,5)+-- empty GiST+bg1 = empty::GiST BTree.Predicate Int+-- some elements added+bg2 = insert (50, BTree.Equals 50) bounds $ insert (32, BTree.Equals 32) bounds $ insert (7, BTree.Equals 7) bounds $  insert (16, BTree.Equals 16) bounds $ insert (85, BTree.Equals 85) bounds $ insert (63, BTree.Equals 63) bounds $ insert (42, BTree.Equals 42) bounds $ insert (98, BTree.Equals 98) bounds $ insert (25, BTree.Equals 25) bounds $ insert (73, BTree.Equals 73) bounds $ insert (36, BTree.Equals 36) bounds $ insert (1, BTree.Equals 1) bounds $ insert (62, BTree.Equals 62) bounds bg1+-- search test+bs1 = search (BTree.Contains (34,53)) bg2+bt1 = (sort bs1) == [36, 42, 50]+-- search test 2+bs2 = search (BTree.Contains (43,82)) bg2+bt2 = (sort bs2) == [50, 62, 63, 73]+-- some elements deleted+bg3 = delete (25, BTree.Equals 25) bounds $ delete (73, BTree.Equals 73) bounds $ delete (1, BTree.Equals 1) bounds bg2+-- search test 3+bs3 = search (BTree.Contains (20,45)) bg3+bt3 = sort bs3 == [32, 36, 42]+-- test results+b = [bt1,bt2,bt3]++--empty gist+rg1 = empty::GiST RTree.Predicate (Int,Int)+-- some elements added+rg2 = insert ((50,23), RTree.Equals (50,23)) bounds $ insert ((32,63), RTree.Equals (32,63)) bounds $ insert ((35,7), RTree.Equals (35,7)) bounds $  insert ((23,16), RTree.Equals (23,16)) bounds $ insert ((2,85), RTree.Equals (2,85)) bounds $ insert ((63,63), RTree.Equals (63,63)) bounds $ insert ((72,42), RTree.Equals (72,42)) bounds $ insert ((33,98), RTree.Equals (33,98)) bounds $ insert ((12,25), RTree.Equals (12,25)) bounds $ insert ((73,54), RTree.Equals (73,54)) bounds $ insert ((45,36), RTree.Equals (45,36)) bounds $ insert ((27,41), RTree.Equals (27,41)) bounds $ insert ((53,62), RTree.Equals (53,62)) bounds rg1+-- search test 1+rs1 = search (RTree.Contains ((12,64),(34,33))) rg2+rt1 = (sort rs1) == [(27,41), (32,63)]+-- search test 2+rs2 = search (RTree.Contains ((43,75),(82,33))) rg2+rt2 = (sort rs2) == [(45,36),(53,62),(63,63), (72,42),(73,54)]+-- some elements deleted+rg3 = delete ((12,25), RTree.Equals (12,25)) bounds $ delete ((73,54), RTree.Equals (73,54)) bounds $ delete ((27,41), RTree.Equals (27,41)) bounds rg2+-- search test 3+rs3 = search (RTree.Contains ((20,50),(45,35))) rg3+rt3 = sort rs3 == [(45,36)]+--test results+r = [rt1,rt2,rt3]+