Difference between revisions of "Graham Scan Implementation"

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(sortByY depteds on sortBy in Data.List)
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<haskell>
 
<haskell>
 
import Data.Ord (comparing)
 
import Data.Ord (comparing)
  +
import Data.List (sortBy)
 
--Graham Scan exercise
 
--Graham Scan exercise
   

Revision as of 20:52, 27 June 2012

Descriptions of this problem can be found in Real World Haskell, Chapter 3

import Data.Ord (comparing)
import Data.List (sortBy)
--Graham Scan exercise

--Direction type
data Direction = LeftTurn
               | RightTurn
               | Straight
                deriving (Show, Eq)

--Point type
data Point = Point (Double, Double)
             deriving (Show)

--some points
p0 = Point (2.1,2.0)
p1 = Point (4.2,2.0)
p2 = Point (0.5,2.5)
p3 = Point (3.2,3.5)
p4 = Point (1.2,4.0)
p5 = Point (0.7,4.7)
p6 = Point (1.0,1.0)
p7 = Point (3.0,5.2)
p8 = Point (4.0,4.0)
p9 = Point (3.5,1.5)
pA = Point (0.5,1.0)
points = [p0,p1,p2,p3,p4,p5,p6,p7,p8,p9,pA]

-- Actually, I'd leave it as EQ, GT, LT.  Then, actually,
-- if you wanted to sort points rotationally around a single point,
-- sortBy (dir x) would actually work. --wasserman.louis@gmail.com
--Get direction of single set of line segments
dir :: Point -> Point -> Point -> Direction
dir (Point (ax, ay)) (Point (bx, by)) (Point (cx, cy)) = case sign of
                                  EQ -> Straight
                                  GT -> LeftTurn
                                  LT -> RightTurn
                                  where sign = compare ((bx - ax) * (cy - ay))  ((by - ay) * (cx - ax))

--Get a list of Directions from a list of Points
dirlist :: [Point] -> [Direction]
dirlist (x:y:z:xs) = dir x y z : dirlist (y:z:xs)
dirlist _ = []

--Compare Y axes
sortByY :: [Point] -> [Point]
sortByY xs = sortBy lowestY xs
             where lowestY (Point(x1,y1)) (Point (x2,y2)) = compare (y1,x1) (y2,x2)
--get COT of line defined by two points and the x-axis
pointAngle :: Point -> Point -> Double
pointAngle (Point (x1, y1)) (Point (x2, y2)) = (x2 - x1) / (y2 - y1)

--compare based on point angle
pointOrdering :: Point -> Point -> Ordering
pointOrdering a b = compare (pointAngle a b) 0.0

--Sort by angle
sortByAngle :: [Point] -> [Point]
sortByAngle ps = bottomLeft : sortBy (compareAngles bottomLeft) (tail (sortedPs))
                where sortedPs = sortByY ps
                      bottomLeft = head (sortedPs)

                      

--Compare angles
compareAngles :: Point -> Point -> Point -> Ordering
compareAngles = comparing . pointAngle

--Graham Scan
gscan :: [Point] -> [Point]
gscan ps = scan (sortByAngle ps)
          where scan (x:y:z:xs) = if dir x y z == RightTurn 
                                  then x: scan (z:xs)
                                  else x: scan (y:z:xs)
                scan [x,y] = [x,y] -- there's no shame in a pattern match
                                   -- of this type!
                scan _ = []