brush-strokes-0.1.0.0: src/lib/Math/Bezier/Cubic.hs
{-# LANGUAGE AllowAmbiguousTypes #-}
{-# LANGUAGE ScopedTypeVariables #-}
{-# LANGUAGE UndecidableInstances #-}
module Math.Bezier.Cubic
( Bezier(..)
, fromQuadratic
, bezier, bezier', bezier'', bezier'''
, derivative
, curvature, squaredCurvature, signedCurvature
, subdivide, restrict
, ddist, closestPoint
, drag, selfIntersectionParameters
, extrema
, speedCriticalPoints
)
where
-- base
import Data.Complex
( realPart, Complex )
import Data.Function
( on )
import Data.List
( sortOn, nubBy )
import Data.List.NonEmpty
( NonEmpty(..) )
import Data.Monoid
( Ap(..) )
import Data.Semigroup
( ArgMin, Min(..), Arg(..) )
import GHC.Generics
( Generic, Generic1
, Generically(..), Generically1(..)
)
-- acts
import Data.Act
( Act(..)
, Torsor
( (-->) )
)
-- deepseq
import Control.DeepSeq
( NFData, NFData1 )
-- fp-ieee
import Numeric.Floating.IEEE.NaN
( RealFloatNaN )
-- groups
import Data.Group
( Group )
-- groups-generic
import Data.Group.Generics
()
-- primitive
import Data.Primitive.Types
( Prim )
-- brush-strokes
import qualified Math.Bezier.Quadratic as Quadratic
( Bezier(..), bezier )
import Math.Epsilon
( epsilon )
import Math.Module
( Module (..)
, lerp
, Inner((^.^)), norm, squaredNorm
, Cross((×))
)
import Math.Roots
( realRoots, solveQuadratic, roots )
import Math.Linear
( ℝ(..), T(..) )
import qualified Math.Ring as Ring
--------------------------------------------------------------------------------
-- | Points defining a cubic Bézier curve (Bernstein form).
--
-- @ p0 @ and @ p3 @ are endpoints, whereas @ p1 @ and @ p2 @ are control points.
data Bezier p
= Bezier
{ p0, p1, p2, p3 :: !p }
deriving stock ( Generic, Generic1, Functor, Foldable, Traversable )
deriving ( Semigroup, Monoid, Group )
via Generically ( Bezier p )
deriving Applicative
via Generically1 Bezier
deriving anyclass ( NFData, NFData1 )
deriving via Ap Bezier p
instance {-# OVERLAPPING #-} Act v p => Act v ( Bezier p )
deriving via Ap Bezier ( T b )
instance Module r ( T b ) => Module r ( T ( Bezier b ) )
instance Show p => Show (Bezier p) where
show (Bezier p1 p2 p3 p4) =
show p1 ++ "--" ++ show p2 ++ "--" ++ show p3 ++ "->" ++ show p4
-- | Degree raising: convert a quadratic Bézier curve to a cubic Bézier curve.
fromQuadratic :: forall v r p. ( Torsor v p, Module r v, Fractional r ) => Quadratic.Bezier p -> Bezier p
fromQuadratic ( Quadratic.Bezier { p0 = q0, p1 = q1, p2 = q2 } ) = Bezier {..}
where
!p0 = q0
!p1 = lerp @v (2/3) q0 q1
!p2 = lerp @v (1/3) q1 q2
!p3 = q2
{-# INLINEABLE fromQuadratic #-}
-- | Cubic Bézier curve.
bezier :: forall v r p. ( Torsor v p, Module r v ) => Bezier p -> r -> p
bezier ( Bezier {..} ) t =
lerp @v t
( Quadratic.bezier @v ( Quadratic.Bezier p0 p1 p2 ) t )
( Quadratic.bezier @v ( Quadratic.Bezier p1 p2 p3 ) t )
{-# INLINEABLE bezier #-}
-- | The derivative of a Cubic Bézier curve, as a quadratic Bézier curve.
derivative :: ( Group v, Module r v ) => Bezier v -> Quadratic.Bezier v
derivative ( Bezier {..} ) = ( Ring.fromInteger 3 *^ )
<$> Quadratic.Bezier ( p0 --> p1 ) ( p1 --> p2 ) ( p2 --> p3 )
{-# INLINEABLE derivative #-}
-- | Derivative of a cubic Bézier curve.
bezier' :: forall v r p. ( Torsor v p, Module r v ) => Bezier p -> r -> v
bezier' ( Bezier {..} )
= ( Ring.fromInteger 3 *^ )
. Quadratic.bezier @v ( Quadratic.Bezier ( p0 --> p1 ) ( p1 --> p2 ) ( p2 --> p3 ) )
{-# INLINEABLE bezier' #-}
-- | Second derivative of a cubic Bézier curve.
bezier'' :: forall v r p. ( Torsor v p, Module r v ) => Bezier p -> r -> v
bezier'' ( Bezier {..} ) t
= ( Ring.fromInteger 6 *^ )
$ lerp @v t
( p1 --> p0 ^+^ p1 --> p2 )
( p2 --> p1 ^+^ p2 --> p3 )
{-# INLINEABLE bezier'' #-}
-- | Third derivative of a cubic Bézier curve.
bezier''' :: forall v r p. ( Torsor v p, Module r v ) => Bezier p -> v
bezier''' ( Bezier {..} )
= ( Ring.fromInteger 6 *^ )
$ ( ( p0 --> p3 ) ^+^ Ring.fromInteger 3 *^ ( p2 --> p1 ) )
{-# INLINEABLE bezier''' #-}
-- | Curvature of a cubic Bézier curve.
curvature :: forall v r p. ( Torsor v p, Inner r v, RealFloat r ) => Bezier p -> r -> r
curvature bez t = sqrt $ squaredCurvature @v bez t
{-# INLINEABLE curvature #-}
-- | Square of curvature of a cubic Bézier curve.
squaredCurvature :: forall v r p. ( Torsor v p, Inner r v, RealFloat r ) => Bezier p -> r -> r
squaredCurvature bez t
| sq_nm_g' < epsilon
= 1 / 0
| otherwise
= ( sq_nm_g' * squaredNorm @v g'' - ( g' ^.^ g'' ) ^ ( 2 :: Int ) )
/ ( sq_nm_g' ^ ( 3 :: Int ) )
where
g', g'' :: v
!g' = bezier' @v bez t
!g'' = bezier'' @v bez t
sq_nm_g' :: r
!sq_nm_g' = squaredNorm @v g'
{-# INLINEABLE squaredCurvature #-}
-- | Signed curvature of a planar cubic Bézier curve.
signedCurvature :: Bezier ( ℝ 2 ) -> Double -> Double
signedCurvature bez t = ( g' × g'' ) / norm g' ^ ( 3 :: Int )
where
g', g'' :: T ( ℝ 2 )
!g' = bezier' @( T ( ℝ 2 ) ) bez t
!g'' = bezier'' @( T ( ℝ 2 ) ) bez t
-- | Subdivide a cubic Bézier curve into two parts.
subdivide :: forall v r p. ( Torsor v p, Module r v ) => Bezier p -> r -> ( Bezier p, Bezier p )
subdivide ( Bezier {..} ) t = ( Bezier p0 q1 q2 pt, Bezier pt r1 r2 p3 )
where
pt, s, q1, q2, r1, r2 :: p
!q1 = lerp @v t p0 p1
!s = lerp @v t p1 p2
!r2 = lerp @v t p2 p3
!q2 = lerp @v t q1 s
!r1 = lerp @v t s r2
!pt = lerp @v t q2 r1
{-# INLINEABLE subdivide #-}
-- | Restrict a cubic Bézier curve to a sub-interval, re-parametrising
-- to \( [0,1] \).
restrict :: forall v r p. ( Torsor v p, Ring.Field r, Module r v ) => Bezier p -> ( r , r ) -> Bezier p
restrict bez ( a, b ) = fst $ ( flip ( subdivide @v ) b' ) $ snd $ subdivide @v bez a
where
b' = ( b Ring.- a ) Ring./ ( Ring.fromInteger 1 Ring.- a )
-- TODO: this could be made more efficient.
-- See e.g. "https://math.stackexchange.com/questions/4172835/cubic-b%C3%A9zier-spline-multiple-split"
-- or the paper "On the numerical condition of Bernstein-Bézier subdivision process".
{-# INLINEABLE restrict #-}
-- | Polynomial coefficients of the derivative of the distance to a cubic Bézier curve.
ddist :: forall v r p. ( Torsor v p, Inner r v, RealFloat r ) => Bezier p -> p -> [ r ]
ddist ( Bezier {..} ) c = [ a5, a4, a3, a2, a1, a0 ]
where
v, v', v'', v''' :: v
!v = c --> p0
!v' = p0 --> p1
!v'' = p1 --> p0 ^+^ p1 --> p2
!v''' = p0 --> p3 ^+^ 3 *^ ( p2 --> p1 )
a0, a1, a2, a3, a4, a5 :: r
!a0 = v ^.^ v'
!a1 = 3 * squaredNorm v' + 2 * v ^.^ v''
!a2 = 9 * v' ^.^ v'' + v ^.^ v'''
!a3 = 6 * squaredNorm v'' + 4 * v' ^.^ v'''
!a4 = 5 * v'' ^.^ v'''
!a5 = squaredNorm v'''
{-# INLINEABLE ddist #-}
-- | Finds the closest point to a given point on a cubic Bézier curve.
closestPoint
:: forall v r p. ( Torsor v p, Inner r v, RealFloat r, Prim r, NFData r )
=> Bezier p -> p -> ArgMin r ( r, p )
closestPoint pts c = pickClosest ( 0 :| 1 : distRoots )
where
distRoots :: [ r ]
distRoots = filter ( \ r -> r > 0 && r < 1 ) ( realRoots 50 $ ddist @v pts c )
pickClosest :: NonEmpty r -> ArgMin r ( r, p )
pickClosest ( s :| ss ) = go s q nm0 ss
where
q :: p
!q = bezier @v pts s
nm0 :: r
!nm0 = squaredNorm ( c --> q :: v )
go t p nm [] = Min ( Arg nm ( t, p ) )
go t p nm ( t' : ts )
| nm' < nm = go t' p' nm' ts
| otherwise = go t p nm ts
where
p' :: p
!p' = bezier @v pts t'
nm' :: r
!nm' = squaredNorm ( c --> p' :: v )
{-# INLINEABLE closestPoint #-}
-- | Drag a cubic Bézier curve to pass through a given point.
--
-- Given a cubic Bézier curve, a time \( 0 < t < 1 \) and a point `q`,
-- modifies the control points to make the curve pass through `q` at time `t`.
--
-- Affects the two control points depending on how far along the dragged point is.
-- For instance, dragging near the middle moves both control points equally,
-- while dragging near an endpoint will mostly affect the control point associated with that endpoint.
drag :: forall v r p. ( Torsor v p, Module r v, Fractional r ) => Bezier p -> r -> p -> Bezier p
drag ( Bezier {..} ) t q = Bezier { p0, p1 = p1', p2 = p2', p3 }
where
v0, v1, v2, v3, delta :: v
!v0 = q --> p0
!v1 = q --> p1
!v2 = q --> p2
!v3 = q --> p3
!delta = ( recip $ t * ( -3 + t * ( 9 + t * ( -12 + 6 * t ) ) ) )
*^ bezier @v ( Bezier v0 v1 v2 v3 ) t
p1', p2' :: p
!p1' = ( ( 1 - t ) *^ delta ) • p1
!p2' = ( t *^ delta ) • p2
{-# INLINEABLE drag #-}
-- | Compute parameter values for the self-intersection of a planar cubic Bézier curve, if such exist.
--
-- The parameter values might lie outside the interval [0,1],
-- indicating a self-intersection of the extended curve.
--
-- Formula taken from:
-- "A Basis for the Implicit Representation of Planar Rational Cubic Bézier Curves"
-- – Oliver J. D. Barrowclough, 2016
selfIntersectionParameters :: Bezier ( ℝ 2 ) -> [ Double ]
selfIntersectionParameters ( Bezier {..} ) = solveQuadratic c0 c1 c2
where
areaConstant :: ℝ 2 -> ℝ 2 -> ℝ 2 -> Double
areaConstant ( ℝ2 x1 y1 ) ( ℝ2 x2 y2 ) ( ℝ2 x3 y3 ) =
x1 * ( y2 - y3 ) + x2 * ( y3 - y1 ) + x3 * ( y1 - y2 )
l0, l1, l2, l3, f1, f2, f3, c0, c1, c2 :: Double
!l0 = areaConstant p3 p2 p1
!l1 = areaConstant p2 p3 p0
!l2 = areaConstant p1 p0 p3
!l3 = areaConstant p0 p1 p2
!f1 = 3 * ( l1 * l1 - 3 * l0 * l2 )
!f2 = 3 * ( l2 * l2 - 3 * l1 * l3 )
!f3 = 3 * ( 9 * l0 * l3 - l1 * l2 )
!c0 = f2
!c1 = f3 - 2 * f2
!c2 = f1 + f2 - f3
-- | Critical points of the speed @|B′(t)|@ in @(0,1)@ for a cubic Bézier.
--
-- These are the roots of @d\/dt |B′(t)|²\/18 = 0@, a cubic polynomial whose
-- coefficients come from expanding @H(t)·H′(t) = 0@ where
-- @H(t) = d₀ + 2t·f + t²·e@ is the (scaled) hodograph,
-- @f = d₁ − d₀@ and @e = d₀ − 2d₁ + d₂@ its first and second differences.
speedCriticalPoints
:: forall diff ptData
. ( Torsor diff ptData, Module Double diff, Inner Double diff )
=> Bezier ptData -> [ Complex Double ]
speedCriticalPoints ( Bezier {..} ) =
let
d0, d1, d2 :: diff
!d0 = p0 --> p1
!d1 = p1 --> p2
!d2 = p2 --> p3
!f = d1 ^-^ d0
!e = ( d0 ^-^ ( 2 *^ d1 ) ) ^+^ d2
!c3 = e ^.^ e
!c2 = 3 * ( f ^.^ e )
!c1 = 2 * ( f ^.^ f ) + ( d0 ^.^ e )
!c0 = d0 ^.^ f
in nubBy ( (==) `on` realPart )
$ sortOn realPart
$ filter ( \ t -> realPart t > 0 && realPart t < 1 )
$ roots epsilon 64 [c3, c2, c1, c0]
{-# INLINEABLE speedCriticalPoints #-}
-- | Extremal values of the Bézier parameter for a cubic Bézier curve.
extrema :: RealFloatNaN r => Bezier r -> [ r ]
extrema ( Bezier {..} ) = solveQuadratic c b a
where
!a = p3 - 3 * p2 + 3 * p1 - p0
!b = 2 * ( p0 - 2 * p1 + p2 )
!c = p1 - p0
{-# INLINEABLE extrema #-}
{-# SPECIALISE extrema @Float #-}
{-# SPECIALISE extrema @Double #-}