mirror of
https://gitlab.com/sheaf/metabrush.git
synced 2024-11-23 15:34:06 +00:00
make cusp-finding algorithm choice more configurable
This commit is contained in:
parent
a183475985
commit
55470d1f0e
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@ -250,7 +250,8 @@ benchmark cusps
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Main.hs
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Main.hs
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build-depends:
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build-depends:
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brush-strokes
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brush-strokes
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, deepseq
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type:
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type:
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exitcode-stdio-1.0
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exitcode-stdio-1.0
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@ -25,7 +25,11 @@ import Data.Coerce
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import Data.Foldable
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import Data.Foldable
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( for_ )
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( for_ )
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import Data.List
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import Data.List
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( intercalate )
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( intercalate, sortOn )
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import Data.Traversable
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( for )
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import GHC.Clock
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( getMonotonicTime )
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import GHC.Exts
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import GHC.Exts
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( Proxy#, proxy# )
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( Proxy#, proxy# )
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import GHC.Generics
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import GHC.Generics
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@ -43,6 +47,13 @@ import qualified Data.Sequence as Seq
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import Data.Tree
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import Data.Tree
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( foldTree )
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( foldTree )
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-- deepseq
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import Control.DeepSeq
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( rnf )
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-- gauge
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--import qualified Gauge
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-- tree-view
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-- tree-view
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import Data.Tree.View
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import Data.Tree.View
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( showTree )
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( showTree )
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@ -64,11 +75,66 @@ import Math.Ring
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--------------------------------------------------------------------------------
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--------------------------------------------------------------------------------
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{-
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main :: IO ()
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main = Gauge.defaultMainWith benchConfig
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[ Gauge.bgroup "Cusp finding"
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[ Gauge.bench testName $ Gauge.nf benchTest benchCase
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| benchCase@( TestCase { testName } ) <- benchCases
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]
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]
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benchConfig :: Gauge.Config
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benchConfig = Gauge.defaultConfig
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{ Gauge.timeLimit = Just 0
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, Gauge.minSamples = Nothing
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, Gauge.minDuration = 0
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}
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benchTest :: TestCase -> ()
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benchTest ( TestCase { testBrushStroke, testCuspOptions, testStartBoxes } ) =
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let ( _, testStrokeFnI ) = brushStrokeFunctions testBrushStroke
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( _, ( dunno, sols ) ) = computeCusps testCuspOptions testStrokeFnI testStartBoxes
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in dunno `seq` sols `seq` ()
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-}
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main :: IO ()
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main :: IO ()
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main = do
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main = do
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for_ testCases $ \ testCase@( TestCase { testName, testBrushStroke, testAlgorithmParams, testStartBoxes } ) -> do
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putStrLn "Running cusp-finding benchmarks."
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testsWithTime <-
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for testCases $ \ tst -> do { dt <- benchTestCase tst; return ( tst, dt ) }
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let (bestTest, bestTime) = head $ sortOn snd testsWithTime
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putStrLn $ unlines
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[ replicate 40 '='
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, "Best time: " ++ show bestTime ++ "s"
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, "Best parameters:"
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--, show (testCuspOptions bestTest)
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]
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benchTestCase :: TestCase -> IO Double
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benchTestCase ( TestCase { testName, testBrushStroke, testCuspOptions, testStartBoxes } ) = do
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putStrLn $ unlines
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[ replicate 40 '='
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, "Test case " ++ testName ]
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before <- getMonotonicTime
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let ( _, testStrokeFnI ) = brushStrokeFunctions testBrushStroke
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( _newtTrees, ( dunno, sols ) ) = computeCusps testCuspOptions testStrokeFnI testStartBoxes
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rnf dunno `seq` rnf sols `seq` return ()
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after <- getMonotonicTime
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let dt = after - before
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putStrLn $ unlines
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[ " - #sols: " ++ show (length sols)
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, " - #dunno: " ++ show (length dunno)
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, " - Time elapsed: " ++ show dt ++ "s"
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, "" ]
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return dt
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{-
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main :: IO ()
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main =
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for_ testCases $ \ testCase@( TestCase { testName, testBrushStroke, testCuspOptions, testStartBoxes } ) -> do
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let ( _, testStrokeFnI ) = brushStrokeFunctions testBrushStroke
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let ( _, testStrokeFnI ) = brushStrokeFunctions testBrushStroke
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( newtTrees, ( dunno, sols ) ) = computeCusps testAlgorithmParams testStrokeFnI testStartBoxes
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( newtTrees, ( dunno, sols ) ) = computeCusps testCuspOptions testStrokeFnI testStartBoxes
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showedTrees = map ( uncurry showIntervalNewtonTree ) newtTrees
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showedTrees = map ( uncurry showIntervalNewtonTree ) newtTrees
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testHeader =
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testHeader =
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[ "", "Test case '" ++ testName ++ "':" ]
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[ "", "Test case '" ++ testName ++ "':" ]
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@ -84,6 +150,7 @@ main = do
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-- logFileMVar <- newMVar "logs/fnData.log"
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-- logFileMVar <- newMVar "logs/fnData.log"
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-- logToFile logFileMVar (unlines logLines)
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-- logToFile logFileMVar (unlines logLines)
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-- `seq` return ()
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-- `seq` return ()
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-}
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testCases :: [ TestCase ]
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testCases :: [ TestCase ]
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testCases = benchCases
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testCases = benchCases
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@ -103,7 +170,12 @@ testCases = benchCases
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-}
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-}
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benchCases :: [ TestCase ]
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benchCases :: [ TestCase ]
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benchCases = [ ellipseTestCase "full" ( 0, 1 ) pi $ defaultStartBoxes [ 0 .. 3 ] ]
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benchCases =
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[ ellipseTestCase opts "full" ( 0, 1 ) pi $ defaultStartBoxes [ 0 .. 3 ] ]
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where
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opts = defaultCuspFindingOptions
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--------------------------------------------------------------------------------
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--------------------------------------------------------------------------------
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@ -117,10 +189,10 @@ data BrushStroke =
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data TestCase =
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data TestCase =
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TestCase
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TestCase
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{ testName :: String
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{ testName :: String
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, testBrushStroke :: BrushStroke
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, testBrushStroke :: BrushStroke
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, testAlgorithmParams :: CuspAlgorithmParams
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, testCuspOptions :: CuspFindingOptions
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, testStartBoxes :: [ Box ]
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, testStartBoxes :: [ Box ]
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}
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}
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brushStrokeFunctions
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brushStrokeFunctions
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@ -176,7 +248,7 @@ take 10 $ Data.List.sortOn ( \ ( _, ℝ1 e, v) -> abs e + norm v ) [ let { v = m
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potentialCusp $ eval fI $ mkBox (0.5798, 0.5799) 3 (0.26798, 0.26799)
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potentialCusp $ eval fI $ mkBox (0.5798, 0.5799) 3 (0.26798, 0.26799)
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> True
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> True
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let nbPotentialSols b = let ( _newtTrees, ( dunno, sols ) ) = intervalNewtonGSFrom NoPreconditioning 1e-7 fI b in length dunno + length sols
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let nbPotentialSols b = let ( _newtTrees, ( dunno, sols ) ) = findCuspsFrom NoPreconditioning 1e-7 fI b in length dunno + length sols
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nbPotentialSols $ mkBox (0.5798, 0.5799) 3 (0.26798, 0.26799)
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nbPotentialSols $ mkBox (0.5798, 0.5799) 3 (0.26798, 0.26799)
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1
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1
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@ -184,7 +256,7 @@ nbPotentialSols $ mkBox (0.5798, 0.5799) 3 (0.26798, 0.26799)
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nbPotentialSols $ mkBox (0.5798, 0.675) 3 (0.26798, 0.26799)
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nbPotentialSols $ mkBox (0.5798, 0.675) 3 (0.26798, 0.26799)
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0
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0
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let showTrees b = map ( uncurry showIntervalNewtonTree ) $ fst $ intervalNewtonGSFrom NoPreconditioning 1e-7 fI b
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let showTrees b = map ( uncurry showIntervalNewtonTree ) $ fst $ findCuspsFrom NoPreconditioning 1e-7 fI b
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putStrLn $ unlines $ map Data.Tree.View.showTree $ showTrees $ mkBox (0.5798, 0.675) 3 (0.26798, 0.26799)
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putStrLn $ unlines $ map Data.Tree.View.showTree $ showTrees $ mkBox (0.5798, 0.675) 3 (0.26798, 0.26799)
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@ -390,7 +462,7 @@ maximum [ _y $ sup $ unT $ _D12_v $ dEdsdcdt $ eval fI $ mkBox (t, t) 2 (s, s) |
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let showTrees b = map ( uncurry showIntervalNewtonTree ) $ fst $ intervalNewtonGSFrom NoPreconditioning 1e-7 fI b
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let showTrees b = map ( uncurry showIntervalNewtonTree ) $ fst $ findCuspsFrom NoPreconditioning 1e-7 fI b
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putStrLn $ unlines $ map Data.Tree.View.showTree $ showTrees $ mkBox (0.5486101933245248, 0.5486102071493622) 2 (0.548095036738487, 0.5480952)
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putStrLn $ unlines $ map Data.Tree.View.showTree $ showTrees $ mkBox (0.5486101933245248, 0.5486102071493622) 2 (0.548095036738487, 0.5480952)
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@ -408,16 +480,12 @@ showD float = showFFloat (Just 6) float ""
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--------------------------------------------------------------------------------
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--------------------------------------------------------------------------------
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ellipseTestCase :: String -> ( Double, Double ) -> Double -> [ Box ] -> TestCase
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ellipseTestCase :: CuspFindingOptions -> String -> ( Double, Double ) -> Double -> [ Box ] -> TestCase
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ellipseTestCase str k0k1 rot startBoxes =
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ellipseTestCase opts str k0k1 rot startBoxes =
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TestCase
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TestCase
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{ testName = "ellipse (" ++ str ++ ")"
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{ testName = "ellipse (" ++ str ++ ")"
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, testBrushStroke = ellipseBrushStroke k0k1 rot
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, testBrushStroke = ellipseBrushStroke k0k1 rot
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, testAlgorithmParams =
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, testCuspOptions = opts
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CuspAlgorithmParams
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{ preconditioning = InverseMidJacobian
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, maxWidth = 1e-7
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}
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, testStartBoxes = startBoxes
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, testStartBoxes = startBoxes
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}
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}
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@ -442,11 +510,7 @@ trickyCusp2TestCase =
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TestCase
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TestCase
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{ testName = "trickyCusp2"
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{ testName = "trickyCusp2"
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, testBrushStroke = trickyCusp2BrushStroke
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, testBrushStroke = trickyCusp2BrushStroke
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, testAlgorithmParams =
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, testCuspOptions = defaultCuspFindingOptions
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CuspAlgorithmParams
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{ preconditioning = InverseMidJacobian
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, maxWidth = 1e-7
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}
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, testStartBoxes = defaultStartBoxes [ 0 .. 3 ]
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, testStartBoxes = defaultStartBoxes [ 0 .. 3 ]
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}
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}
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@ -496,13 +560,6 @@ data Point nbParams =
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deriving stock Generic
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deriving stock Generic
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deriving stock instance Show ( ℝ nbParams ) => Show ( Point nbParams )
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deriving stock instance Show ( ℝ nbParams ) => Show ( Point nbParams )
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data CuspAlgorithmParams =
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CuspAlgorithmParams
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{ preconditioning :: !Preconditioner
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, maxWidth :: !Double
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}
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deriving stock Show
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type Brush nbParams
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type Brush nbParams
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= forall {t} k (i :: t)
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= forall {t} k (i :: t)
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. DiffInterp k i ( ℝ nbParams )
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. DiffInterp k i ( ℝ nbParams )
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@ -543,14 +600,12 @@ getStrokeFunctions brush sp0 crv =
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{-# INLINEABLE getStrokeFunctions #-}
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{-# INLINEABLE getStrokeFunctions #-}
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computeCusps
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computeCusps
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:: CuspAlgorithmParams
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:: CuspFindingOptions
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-> ( 𝕀ℝ 1 -> Seq ( 𝕀ℝ 1 -> StrokeDatum 3 𝕀 ) )
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-> ( 𝕀ℝ 1 -> Seq ( 𝕀ℝ 1 -> StrokeDatum 3 𝕀 ) )
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-> [ Box ]
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-> [ Box ]
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-> ( [ ( Box, IntervalNewtonTree Box ) ], ( [ Box ], [ Box ] ) )
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-> ( [ ( Box, RootFindingTree Box ) ], ( [ Box ], [ Box ] ) )
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computeCusps params eqs startBoxes =
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computeCusps cuspOpts eqs startBoxes =
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foldMap
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foldMap ( findCuspsFrom cuspOpts eqs ) startBoxes
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( intervalNewtonGSFrom ( preconditioning params ) ( maxWidth params ) eqs )
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startBoxes
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defaultStartBoxes :: [ Int ] -> [ Box ]
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defaultStartBoxes :: [ Int ] -> [ Box ]
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defaultStartBoxes is =
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defaultStartBoxes is =
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@ -561,8 +616,8 @@ getR1 (ℝ1 u) = u
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{-
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{-
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(f, fI) = brushStrokeFunctions $ ellipseBrushStroke (0,1) pi
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(f, fI) = brushStrokeFunctions $ ellipseBrushStroke (0,1) pi
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nbPotentialSols box = let ( _newtTrees, ( dunno, sols ) ) = intervalNewtonGSFrom NoPreconditioning 1e-7 fI box in length dunno + length sols
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nbPotentialSols box = let ( _newtTrees, ( dunno, sols ) ) = findCuspsFrom NoPreconditioning 1e-7 fI box in length dunno + length sols
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showTrees box = putStrLn $ unlines $ map Data.Tree.View.showTree $ map ( uncurry showIntervalNewtonTree ) $ fst $ intervalNewtonGSFrom NoPreconditioning 1e-7 fI box
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showTrees box = putStrLn $ unlines $ map Data.Tree.View.showTree $ map ( uncurry showIntervalNewtonTree ) $ fst $ findCuspsFrom NoPreconditioning 1e-7 fI box
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sol_t = 0.5486100729150693796677845183880669025324233347060776339185 :: Double
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sol_t = 0.5486100729150693796677845183880669025324233347060776339185 :: Double
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sol_s = 0.5480950141859386853197594577293968665598143630958601978245 :: Double
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sol_s = 0.5480950141859386853197594577293968665598143630958601978245 :: Double
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@ -19,13 +19,14 @@ module Math.Bezier.Stroke
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, brushStrokeData, pathAndUsedParams
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, brushStrokeData, pathAndUsedParams
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-- ** Cusp finding
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-- ** Cusp finding
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, Preconditioner(..)
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, RootFindingTree(..), showRootFindingTree
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, IntervalNewtonTree(..), showIntervalNewtonTree
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, RootFindingStep(..)
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, IntervalNewtonStep(..)
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, RootFindingLeaf(..)
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, IntervalNewtonLeaf(..)
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, Box
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, Box
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, intervalNewtonGS, intervalNewtonGSFrom, gaussSeidel
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, CuspFindingOptions(..), defaultCuspFindingOptions
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, RootFindingAlgorithm(..), defaultCuspFindingAlgorithms
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, Preconditioner(..)
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, findCusps, findCuspsFrom, gaussSeidel
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)
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)
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where
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where
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@ -53,13 +54,11 @@ import Data.List
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import Data.List.NonEmpty
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import Data.List.NonEmpty
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( NonEmpty )
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( NonEmpty )
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import qualified Data.List.NonEmpty as NE
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import qualified Data.List.NonEmpty as NE
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( cons, singleton, unzip )
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( NonEmpty(..), cons, last, singleton, unzip )
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import Data.Maybe
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import Data.Maybe
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( fromMaybe, isJust, listToMaybe, mapMaybe )
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( fromMaybe, isJust, listToMaybe, mapMaybe )
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import Data.Semigroup
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import Data.Semigroup
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( sconcat )
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( sconcat )
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import Data.Traversable
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( for )
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import GHC.Exts
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import GHC.Exts
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( newMutVar#, runRW#, inline
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( newMutVar#, runRW#, inline
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, Proxy#, proxy#
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, Proxy#, proxy#
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@ -263,6 +262,7 @@ computeStrokeOutline ::
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)
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)
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=> RootSolvingAlgorithm
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=> RootSolvingAlgorithm
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-> Maybe CuspFindingOptions
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-> FitParameters
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-> FitParameters
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-> ( ptData -> usedParams )
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-> ( ptData -> usedParams )
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-> ( usedParams -> brushParams ) -- ^ assumed to be linear and non-decreasing
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-> ( usedParams -> brushParams ) -- ^ assumed to be linear and non-decreasing
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@ -279,7 +279,7 @@ computeStrokeOutline ::
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, Seq FitPoint
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, Seq FitPoint
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, [ Cusp ]
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, [ Cusp ]
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)
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)
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computeStrokeOutline rootAlgo fitParams ptParams toBrushParams brushFn spline@( Spline { splineStart = spt0 } ) = case ssplineType @clo of
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computeStrokeOutline rootAlgo mbCuspOptions fitParams ptParams toBrushParams brushFn spline@( Spline { splineStart = spt0 } ) = case ssplineType @clo of
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-- Open brush path with at least one segment.
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-- Open brush path with at least one segment.
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-- Need to add caps at both ends of the path.
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-- Need to add caps at both ends of the path.
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SOpen
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SOpen
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@ -381,7 +381,7 @@ computeStrokeOutline rootAlgo fitParams ptParams toBrushParams brushFn spline@(
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where
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where
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outlineInfo :: ptData -> Curve Open crvData ptData -> OutlineInfo
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outlineInfo :: ptData -> Curve Open crvData ptData -> OutlineInfo
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outlineInfo = inline ( outlineFunction rootAlgo ptParams toBrushParams brushFn )
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outlineInfo = inline ( outlineFunction rootAlgo mbCuspOptions ptParams toBrushParams brushFn )
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outlineFns :: Seq OutlineInfo
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outlineFns :: Seq OutlineInfo
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outlineFns = go spt0 ( openCurves $ splineCurves ( adjustSplineType @Open spline ) )
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outlineFns = go spt0 ( openCurves $ splineCurves ( adjustSplineType @Open spline ) )
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@ -541,6 +541,7 @@ outlineFunction
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, Show ptData, Show brushParams
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, Show ptData, Show brushParams
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)
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)
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=> RootSolvingAlgorithm
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=> RootSolvingAlgorithm
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-> Maybe CuspFindingOptions
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-> ( ptData -> usedParams )
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-> ( ptData -> usedParams )
|
||||||
-> ( usedParams -> brushParams ) -- ^ assumed to be linear and non-decreasing
|
-> ( usedParams -> brushParams ) -- ^ assumed to be linear and non-decreasing
|
||||||
-> ( forall {t} k (i :: t)
|
-> ( forall {t} k (i :: t)
|
||||||
|
@ -553,7 +554,7 @@ outlineFunction
|
||||||
-> ptData
|
-> ptData
|
||||||
-> Curve Open crvData ptData
|
-> Curve Open crvData ptData
|
||||||
-> OutlineInfo
|
-> OutlineInfo
|
||||||
outlineFunction rootAlgo ptParams toBrushParams brushFromParams = \ sp0 crv ->
|
outlineFunction rootAlgo mbCuspOptions ptParams toBrushParams brushFromParams = \ sp0 crv ->
|
||||||
let
|
let
|
||||||
|
|
||||||
usedParams :: C 2 ( ℝ 1 ) usedParams
|
usedParams :: C 2 ( ℝ 1 ) usedParams
|
||||||
|
@ -604,10 +605,11 @@ outlineFunction rootAlgo ptParams toBrushParams brushFromParams = \ sp0 crv ->
|
||||||
$ toBrushParams params_t
|
$ toBrushParams params_t
|
||||||
|
|
||||||
( newtTrees, ( newtDunno, newtSols ) ) =
|
( newtTrees, ( newtDunno, newtSols ) ) =
|
||||||
intervalNewtonGS
|
case mbCuspOptions of
|
||||||
InverseMidJacobian
|
Just cuspOptions ->
|
||||||
1e-7
|
findCusps cuspOptions curvesI
|
||||||
curvesI
|
Nothing ->
|
||||||
|
( [], ( [], [] ) )
|
||||||
|
|
||||||
showD :: Double -> String
|
showD :: Double -> String
|
||||||
showD float = showFFloat (Just 6) float ""
|
showD float = showFFloat (Just 6) float ""
|
||||||
|
@ -627,7 +629,7 @@ outlineFunction rootAlgo ptParams toBrushParams brushFromParams = \ sp0 crv ->
|
||||||
]
|
]
|
||||||
) ++ "}"
|
) ++ "}"
|
||||||
]
|
]
|
||||||
showedTrees = map ( uncurry showIntervalNewtonTree ) newtTrees
|
showedTrees = map ( uncurry showRootFindingTree ) newtTrees
|
||||||
solLines =
|
solLines =
|
||||||
[ " #sols: " ++ show (length newtSols)
|
[ " #sols: " ++ show (length newtSols)
|
||||||
, "#dunno: " ++ show (length newtDunno)
|
, "#dunno: " ++ show (length newtDunno)
|
||||||
|
@ -638,7 +640,7 @@ outlineFunction rootAlgo ptParams toBrushParams brushFromParams = \ sp0 crv ->
|
||||||
|
|
||||||
logContents = unlines $ functionDataLines ++ treeLines
|
logContents = unlines $ functionDataLines ++ treeLines
|
||||||
|
|
||||||
in trace (unlines solLines) $
|
in --trace (unlines solLines) $
|
||||||
--logToFile cuspFindingMVar logContents `seq`
|
--logToFile cuspFindingMVar logContents `seq`
|
||||||
OutlineInfo
|
OutlineInfo
|
||||||
{ outlineFn = fwdBwd
|
{ outlineFn = fwdBwd
|
||||||
|
@ -1032,16 +1034,6 @@ solveEnvelopeEquations rootAlgo _t path_t path'_t ( fwdOffset, bwdOffset ) strok
|
||||||
|
|
||||||
where
|
where
|
||||||
|
|
||||||
-- !_ = trace
|
|
||||||
-- ( unlines
|
|
||||||
-- [ "solveEnvelopeEquation"
|
|
||||||
-- , " t: " ++ show _t
|
|
||||||
-- , " pt: " ++ show path_t
|
|
||||||
-- , " tgt: " ++ show path'_t
|
|
||||||
-- , " fwdOffset: " ++ show fwdOffset
|
|
||||||
-- , " bwdOffset: " ++ show bwdOffset ]
|
|
||||||
-- ) True
|
|
||||||
|
|
||||||
fwdSol = findSolFrom "fwd" fwdOffset
|
fwdSol = findSolFrom "fwd" fwdOffset
|
||||||
( bwdPt, bwdTgt ) = findSolFrom "bwd" bwdOffset
|
( bwdPt, bwdTgt ) = findSolFrom "bwd" bwdOffset
|
||||||
|
|
||||||
|
@ -1278,115 +1270,9 @@ gaussSeidel
|
||||||
|
|
||||||
return ( ( 𝕀 ( ℝ1 x1'_lo ) ( ℝ1 x1'_hi ), 𝕀 ( ℝ1 x2'_lo ) ( ℝ1 x2'_hi ) )
|
return ( ( 𝕀 ( ℝ1 x1'_lo ) ( ℝ1 x1'_hi ), 𝕀 ( ℝ1 x2'_lo ) ( ℝ1 x2'_hi ) )
|
||||||
, sub_x1 && sub_x2 )
|
, sub_x1 && sub_x2 )
|
||||||
|
-- TODO: try implementing the complete interval union Gauss–Seidel algorithm.
|
||||||
{-
|
-- See "Algorithm 2" in
|
||||||
gaussSeidel2 :: Int
|
-- "Using interval unions to solve linear systems of equations with uncertainties"
|
||||||
-> Double
|
|
||||||
-> Double
|
|
||||||
-> ( 𝕀ℝ 2, 𝕀ℝ 2 ) -- ^ columns of \( A \)
|
|
||||||
-> 𝕀ℝ 2 -- ^ \( B \)
|
|
||||||
-> ( 𝕀ℝ 1, 𝕀ℝ 1 ) -- ^ initial box \( X \)
|
|
||||||
-> [ ( ( 𝕀ℝ 1, 𝕀ℝ 1 ), Bool ) ]
|
|
||||||
gaussSeidel2 maxIters eps_abs eps_rel
|
|
||||||
( 𝕀 ( ℝ2 a11_lo a21_lo ) ( ℝ2 a11_hi a21_hi )
|
|
||||||
, 𝕀 ( ℝ2 a12_lo a22_lo ) ( ℝ2 a12_hi a22_hi ) )
|
|
||||||
( 𝕀 ( ℝ2 b1_lo b2_lo ) ( ℝ2 b1_hi b2_hi ) )
|
|
||||||
x0
|
|
||||||
= let !a11 = 𝕀 a11_lo a11_hi
|
|
||||||
!a12 = 𝕀 a12_lo a12_hi
|
|
||||||
!a21 = 𝕀 a21_lo a21_hi
|
|
||||||
!a22 = 𝕀 a22_lo a22_hi
|
|
||||||
!b1 = 𝕀 b1_lo b1_hi
|
|
||||||
!b2 = 𝕀 b2_lo b2_hi
|
|
||||||
|
|
||||||
-- See "Algorithm 2" in
|
|
||||||
-- "Using interval unions to solve linear systems of equations with uncertainties"
|
|
||||||
iter ( 𝕀 ( ℝ1 x1_lo ) ( ℝ1 x1_hi ), 𝕀 ( ℝ1 x2_lo ) ( ℝ1 x2_hi ) ) = do
|
|
||||||
let
|
|
||||||
!x1 = 𝕀 x1_lo x1_hi
|
|
||||||
!x2 = 𝕀 x2_lo x2_hi
|
|
||||||
blah1 = do
|
|
||||||
let s = b1 - a12 * x2
|
|
||||||
let s1 = s `monus` ( a11 * x1 )
|
|
||||||
y1 <-
|
|
||||||
if not $ containsZero ( s1 - a11 * x1 )
|
|
||||||
then []
|
|
||||||
else
|
|
||||||
if containsZero s1 && containsZero a11
|
|
||||||
then [ ( x1, False ) ]
|
|
||||||
else do
|
|
||||||
x1'' <- s1 `extendedDivide` a11
|
|
||||||
x1'' `intersect` x1
|
|
||||||
|
|
||||||
let s2 = s `monus` ( a12 * x2 )
|
|
||||||
y2 <-
|
|
||||||
if not $ containsZero ( s2 - a11 * x1 )
|
|
||||||
then []
|
|
||||||
else
|
|
||||||
if containsZero s2 && containsZero a11
|
|
||||||
then [ ( x1, False ) ]
|
|
||||||
else do
|
|
||||||
x1'' <- s2 `extendedDivide` a12
|
|
||||||
x1'' `intersect` x1
|
|
||||||
return ( y1 `cart` y2 )
|
|
||||||
|
|
||||||
blah2 = do
|
|
||||||
let s = b2 - a21 * x1
|
|
||||||
let s1 = s `monus` ( a21 * x1 )
|
|
||||||
y1 <-
|
|
||||||
if not $ containsZero ( s1 - a22 * x2 )
|
|
||||||
then []
|
|
||||||
else
|
|
||||||
if containsZero s1 && containsZero a22
|
|
||||||
then [ ( x1, False ) ]
|
|
||||||
else do
|
|
||||||
x1'' <- s1 `extendedDivide` a21
|
|
||||||
x1'' `intersect` x1
|
|
||||||
|
|
||||||
let s2 = s `monus` ( a12 * x2 )
|
|
||||||
y2 <-
|
|
||||||
if not $ containsZero ( s2 - a22 * x2 )
|
|
||||||
then []
|
|
||||||
else
|
|
||||||
if containsZero s2 && containsZero a22
|
|
||||||
then [ ( x1, False ) ]
|
|
||||||
else do
|
|
||||||
x1'' <- s2 `extendedDivide` a22
|
|
||||||
x1'' `intersect` x1
|
|
||||||
return ( y1 `cart` y2 )
|
|
||||||
|
|
||||||
blah1 ++ blah2
|
|
||||||
|
|
||||||
go :: Int -> ( 𝕀ℝ 1, 𝕀ℝ 1 ) -> [ ( ( 𝕀ℝ 1, 𝕀ℝ 1 ), Bool ) ]
|
|
||||||
go !i x
|
|
||||||
= do { nxt@( x', sub ) <- iter x
|
|
||||||
; let dw_abs = maxWidth x - maxWidth x'
|
|
||||||
dw_rel = 1 - ( maxWidth x' / maxWidth x )
|
|
||||||
; if sub
|
|
||||||
|| i >= maxIters
|
|
||||||
|| dw_abs < eps_abs
|
|
||||||
|| dw_rel < eps_rel
|
|
||||||
then return nxt
|
|
||||||
else go ( i + 1 ) x'
|
|
||||||
}
|
|
||||||
|
|
||||||
in go 1 x0
|
|
||||||
where
|
|
||||||
maxWidth :: ( 𝕀ℝ 1, 𝕀ℝ 1 ) -> Double
|
|
||||||
maxWidth ( 𝕀 ( ℝ1 x1_lo ) ( ℝ1 x1_hi ), 𝕀 ( ℝ1 x2_lo ) ( ℝ1 x2_hi ) )
|
|
||||||
= max ( x1_hi - x1_lo ) ( x2_hi - x2_lo )
|
|
||||||
containsZero :: 𝕀 Double -> Bool
|
|
||||||
containsZero ( 𝕀 lo hi ) = lo <= 0 && hi >= 0
|
|
||||||
monus :: 𝕀 Double -> 𝕀 Double -> 𝕀 Double
|
|
||||||
monus ( 𝕀 lo1 hi1 ) ( 𝕀 lo2 hi2 )
|
|
||||||
| hi1 - lo1 >= hi2 - lo2
|
|
||||||
= 𝕀 ( lo1 - lo2 ) ( hi1 - hi2 )
|
|
||||||
| otherwise
|
|
||||||
= 𝕀 ( hi1 - hi2 ) ( lo1 - lo2 )
|
|
||||||
cart :: ( 𝕀 Double, Bool ) -> ( 𝕀 Double, Bool ) -> ( ( 𝕀ℝ 1, 𝕀ℝ 1 ), Bool )
|
|
||||||
cart ( 𝕀 lo1 hi1, sub1 ) ( 𝕀 lo2 hi2, sub2 ) =
|
|
||||||
( ( 𝕀 ( ℝ1 lo1 ) ( ℝ1 hi1 ), 𝕀 ( ℝ1 lo2 ) ( ℝ1 hi2 ) ), sub1 && sub2 )
|
|
||||||
-}
|
|
||||||
|
|
||||||
-- | Compute the intersection of two intervals.
|
-- | Compute the intersection of two intervals.
|
||||||
--
|
--
|
||||||
|
@ -1404,6 +1290,9 @@ intersect ( 𝕀 lo1 hi1 ) ( 𝕀 lo2 hi2 )
|
||||||
|
|
||||||
-- | Computes the brush stroke coordinates of a cusp from
|
-- | Computes the brush stroke coordinates of a cusp from
|
||||||
-- the @(t,s)@ parameter values.
|
-- the @(t,s)@ parameter values.
|
||||||
|
--
|
||||||
|
-- TODO: use Newton's method starting at the midpoint of the box,
|
||||||
|
-- instead of just taking the midpoint of the box.
|
||||||
cuspCoords :: ( ℝ 1 -> Seq ( ℝ 1 -> StrokeDatum 2 () ) )
|
cuspCoords :: ( ℝ 1 -> Seq ( ℝ 1 -> StrokeDatum 2 () ) )
|
||||||
-> Box
|
-> Box
|
||||||
-> Cusp
|
-> Cusp
|
||||||
|
@ -1421,42 +1310,45 @@ cuspCoords eqs ( 𝕀 ( ℝ1 t_lo ) ( ℝ1 t_hi ), i, 𝕀 ( ℝ1 s_lo ) ( ℝ1
|
||||||
t_mid = 0.5 * ( t_lo + t_hi )
|
t_mid = 0.5 * ( t_lo + t_hi )
|
||||||
s_mid = 0.5 * ( s_lo + s_hi )
|
s_mid = 0.5 * ( s_lo + s_hi )
|
||||||
|
|
||||||
|
-- | Preconditioner to use with the interval Gauss–Seidel method.
|
||||||
data Preconditioner
|
data Preconditioner
|
||||||
= NoPreconditioning
|
= NoPreconditioning
|
||||||
| InverseMidJacobian
|
| InverseMidJacobian
|
||||||
deriving stock Show
|
deriving stock Show
|
||||||
|
|
||||||
-- | A tree recording the steps taken with the interval Newton method.
|
-- | A tree recording the steps taken when doing cusp finding.
|
||||||
data IntervalNewtonTree d
|
data RootFindingTree d
|
||||||
= IntervalNewtonLeaf (IntervalNewtonLeaf d)
|
= RootFindingLeaf (RootFindingLeaf d)
|
||||||
| IntervalNewtonStep (IntervalNewtonStep d) [(d, IntervalNewtonTree d)]
|
| RootFindingStep RootFindingStep [(d, RootFindingTree d)]
|
||||||
|
|
||||||
data IntervalNewtonStep d
|
-- | A description of a step taken in cusp-finding.
|
||||||
= IntervalNewtonContraction [d]
|
data RootFindingStep
|
||||||
| IntervalNewtonBisection (String, Double)
|
= GaussSeidelStep
|
||||||
|
| BisectionStep (String, Double)
|
||||||
|
| Box1Step
|
||||||
|
| Box2Step
|
||||||
|
|
||||||
instance Show d => Show (IntervalNewtonStep d) where
|
instance Show RootFindingStep where
|
||||||
showsPrec _ ( IntervalNewtonContraction v )
|
showsPrec _ GaussSeidelStep = showString "GS"
|
||||||
= showString "N "
|
showsPrec _ ( BisectionStep (coord, w) )
|
||||||
. showsPrec 0 v
|
= showString "bis "
|
||||||
showsPrec _ ( IntervalNewtonBisection (coord, w) )
|
|
||||||
= showString "B "
|
|
||||||
. showParen True
|
. showParen True
|
||||||
( showString coord
|
( showString coord
|
||||||
. showString " = "
|
. showString " = "
|
||||||
. showsPrec 0 w
|
. showsPrec 0 w
|
||||||
)
|
)
|
||||||
|
showsPrec _ Box1Step = showString "box(1)"
|
||||||
|
showsPrec _ Box2Step = showString "box(2)"
|
||||||
|
|
||||||
data IntervalNewtonLeaf d
|
data RootFindingLeaf d
|
||||||
= TooSmall d
|
= TooSmall d
|
||||||
| NoSolution String d
|
| NoSolution String d
|
||||||
deriving stock Show
|
deriving stock Show
|
||||||
|
|
||||||
showIntervalNewtonTree :: Box -> IntervalNewtonTree Box -> Tree String
|
showRootFindingTree :: Box -> RootFindingTree Box -> Tree String
|
||||||
showIntervalNewtonTree cand (IntervalNewtonLeaf l) = Node (show cand ++ " " ++ showArea (boxArea cand) ++ " " ++ show l) []
|
showRootFindingTree cand (RootFindingLeaf l) = Node (show cand ++ " " ++ showArea (boxArea cand) ++ " " ++ show l) []
|
||||||
showIntervalNewtonTree cand (IntervalNewtonStep s ts)
|
showRootFindingTree cand (RootFindingStep s ts)
|
||||||
= Node (show cand ++ " abc " ++ showArea (boxArea cand) ++ " " ++ show s) $ map (\ (c,t) -> showIntervalNewtonTree c t) ts
|
= Node (show cand ++ " abc " ++ showArea (boxArea cand) ++ " " ++ show s) $ map (\ (c,t) -> showRootFindingTree c t) ts
|
||||||
|
|
||||||
boxArea :: Box -> Double
|
boxArea :: Box -> Double
|
||||||
boxArea ( 𝕀 ( ℝ1 t_lo ) ( ℝ1 t_hi ), _, 𝕀 ( ℝ1 s_lo ) ( ℝ1 s_hi ) )
|
boxArea ( 𝕀 ( ℝ1 t_lo ) ( ℝ1 t_hi ), _, 𝕀 ( ℝ1 s_lo ) ( ℝ1 s_hi ) )
|
||||||
|
@ -1466,53 +1358,169 @@ showArea :: Double -> [Char]
|
||||||
showArea area = "(area " ++ showFFloat (Just 6) area "" ++ ")"
|
showArea area = "(area " ++ showFFloat (Just 6) area "" ++ ")"
|
||||||
|
|
||||||
type Box = ( 𝕀ℝ 1, Int, 𝕀ℝ 1 )
|
type Box = ( 𝕀ℝ 1, Int, 𝕀ℝ 1 )
|
||||||
|
type BoxHistory = [ NE.NonEmpty ( RootFindingStep, Box ) ]
|
||||||
|
|
||||||
intervalNewtonGS
|
-- | Options for the cusp-finding methods in 'findCusps' and 'findCuspsFrom'.
|
||||||
:: Preconditioner
|
data CuspFindingOptions
|
||||||
-> Double
|
= CuspFindingOptions
|
||||||
|
{ -- | Minimum width of a box.
|
||||||
|
minWidth :: !Double
|
||||||
|
-- | Given a box and its history, return a round of cusp-finding strategies
|
||||||
|
-- to run, in sequence, on this box.
|
||||||
|
, cuspFindingAlgorithms :: !( Box -> BoxHistory -> NonEmpty RootFindingAlgorithm )
|
||||||
|
}
|
||||||
|
|
||||||
|
data RootFindingAlgorithm
|
||||||
|
-- | Gauss–Seidel step with the given preconditioning method.
|
||||||
|
= GaussSeidel GaussSeidelOptions
|
||||||
|
-- | @box(1)@-consistency.
|
||||||
|
| Box1 Box1Options
|
||||||
|
-- | @box(2)@-consistency.
|
||||||
|
| Box2 Box2Options
|
||||||
|
-- | Bisection step.
|
||||||
|
| Bisection BisectionOptions
|
||||||
|
|
||||||
|
-- | Options for the interval Gauss–Seidel method.
|
||||||
|
data GaussSeidelOptions = GaussSeidelOptions { gsPreconditioner :: Preconditioner }
|
||||||
|
|
||||||
|
-- | Options for the @box(1)@-consistency method.
|
||||||
|
data Box1Options = Box1Options { box1EpsEq :: !Double }
|
||||||
|
|
||||||
|
-- | Options for the @box(2)@-consistency method.
|
||||||
|
data Box2Options = Box2Options { box2EpsEq :: !Double, box2LambdaMin :: !Double }
|
||||||
|
|
||||||
|
-- | Options for the bisection method.
|
||||||
|
data BisectionOptions =
|
||||||
|
BisectionOptions
|
||||||
|
{ canHaveSols :: !( ( 𝕀ℝ 1 -> Seq ( 𝕀ℝ 1 -> StrokeDatum 3 𝕀 ) ) -> Box -> Bool )
|
||||||
|
, fallbackBisectionDim :: !( [ ( RootFindingStep, Box ) ] -> BoxHistory -> ( 𝕀ℝ 1 -> Seq ( 𝕀ℝ 1 -> StrokeDatum 3 𝕀 ) ) -> (Int, String) )
|
||||||
|
}
|
||||||
|
|
||||||
|
defaultCuspFindingOptions :: CuspFindingOptions
|
||||||
|
defaultCuspFindingOptions =
|
||||||
|
CuspFindingOptions
|
||||||
|
{ minWidth
|
||||||
|
, cuspFindingAlgorithms = defaultCuspFindingAlgorithms minWidth 5e-3
|
||||||
|
}
|
||||||
|
where
|
||||||
|
minWidth = 1e-5
|
||||||
|
|
||||||
|
defaultCuspFindingAlgorithms :: Double -> Double -> Box -> BoxHistory -> NonEmpty RootFindingAlgorithm
|
||||||
|
defaultCuspFindingAlgorithms minWidth narrowAbs box history =
|
||||||
|
case history of
|
||||||
|
lastRoundBoxes : _
|
||||||
|
-- If, in the last round of strategies, we didn't try bisection...
|
||||||
|
| any ( \case { BisectionStep {} -> False; _ -> True } . fst ) lastRoundBoxes
|
||||||
|
, (_, lastRoundFirstBox ) <- NE.last lastRoundBoxes
|
||||||
|
-- ...and the last round didn't sufficiently reduce the size of the box...
|
||||||
|
, not $ box `sufficientlySmallerThan` lastRoundFirstBox
|
||||||
|
-- ...then try bisecting the box.
|
||||||
|
-> Bisection ( defaultBisectionOptions minWidth narrowAbs box ) NE.:| []
|
||||||
|
|
||||||
|
-- Otherwise, do a normal round: try an interval Gauss–Seidel step followed by box(1)-consistency.
|
||||||
|
_ -> GaussSeidel defaultGaussSeidelOptions
|
||||||
|
NE.:| [ Box1 ( Box1Options { box1EpsEq = narrowAbs } ) ]
|
||||||
|
where
|
||||||
|
sufficientlySmallerThan :: Box -> Box -> Bool
|
||||||
|
sufficientlySmallerThan ( t1, _, s1 ) ( t2, _, s2 ) =
|
||||||
|
( wd t1 - wd t2 > narrowAbs )
|
||||||
|
||
|
||||||
|
( wd s1 - wd s2 > narrowAbs )
|
||||||
|
wd :: 𝕀ℝ 1 -> Double
|
||||||
|
wd ( 𝕀 ( ℝ1 lo ) ( ℝ1 hi ) ) = hi - lo
|
||||||
|
|
||||||
|
defaultGaussSeidelOptions :: GaussSeidelOptions
|
||||||
|
defaultGaussSeidelOptions = GaussSeidelOptions { gsPreconditioner = InverseMidJacobian }
|
||||||
|
|
||||||
|
defaultBisectionOptions :: Double -> Double -> Box -> BisectionOptions
|
||||||
|
defaultBisectionOptions
|
||||||
|
_minWidth
|
||||||
|
_narrowAbs
|
||||||
|
( t@( 𝕀 ( ℝ1 t_lo ) ( ℝ1 t_hi ) )
|
||||||
|
, i
|
||||||
|
, s@( 𝕀 ( ℝ1 s_lo ) ( ℝ1 s_hi ) )
|
||||||
|
)
|
||||||
|
= BisectionOptions
|
||||||
|
{ canHaveSols =
|
||||||
|
\ eqs _box'@( _t', _i', _s' ) ->
|
||||||
|
-- box(0)-consistency
|
||||||
|
let dat' = ( eqs _t' `Seq.index` _i' ) _s'
|
||||||
|
in ee_potential_zero dat' && 𝛿E𝛿sdcdt_potential_zero dat'
|
||||||
|
|
||||||
|
-- box(1)-consistency
|
||||||
|
--not $ null $ makeBox1Consistent eqs _minWidth _narrowAbs _box'
|
||||||
|
|
||||||
|
-- box(2)-consistency
|
||||||
|
--let ( t'', i'', s'') = makeBox2Consistent eqs _minWidth _narrowAbs 0.2 _box'
|
||||||
|
-- dat'' = ( eqs t'' `Seq.index` i'' ) s''
|
||||||
|
--in ee_potential_zero dat'' && 𝛿E𝛿sdcdt_potential_zero dat''
|
||||||
|
, fallbackBisectionDim =
|
||||||
|
\ _roundHist _prevRoundsHist eqs ->
|
||||||
|
let StrokeDatum { ee = D22 _ ( T ee_t ) (T ee_s ) _ _ _
|
||||||
|
, 𝛿E𝛿sdcdt = D12 _ ( T ( T f_t ) ) ( T ( T f_s ) ) }
|
||||||
|
= ( eqs t `Seq.index` i ) s
|
||||||
|
wd_t = t_hi - t_lo
|
||||||
|
wd_s = s_hi - s_lo
|
||||||
|
tJWidth = wd_t * normVI3 ee_t f_t
|
||||||
|
sJWidth = wd_s * normVI3 ee_s f_s
|
||||||
|
in if tJWidth >= sJWidth
|
||||||
|
-- bisect along dimension that maximises width(x_j) * || J_j || ...
|
||||||
|
-- ... but don't allow thin boxes
|
||||||
|
|| ( wd_t >= 10 * wd_s )
|
||||||
|
&& not ( wd_s >= 10 * wd_t )
|
||||||
|
then (0, "")
|
||||||
|
else (1, "")
|
||||||
|
}
|
||||||
|
|
||||||
|
-- | Find cusps in the envelope for values of the parameters in
|
||||||
|
-- \( 0 \leqslant t, s \leqslant 1 \), using interval arithmetic.
|
||||||
|
--
|
||||||
|
-- See 'findCuspsFrom' for details.
|
||||||
|
findCusps
|
||||||
|
:: CuspFindingOptions
|
||||||
-> ( 𝕀ℝ 1 -> Seq ( 𝕀ℝ 1 -> StrokeDatum 3 𝕀 ) )
|
-> ( 𝕀ℝ 1 -> Seq ( 𝕀ℝ 1 -> StrokeDatum 3 𝕀 ) )
|
||||||
-> ( [ ( Box, IntervalNewtonTree Box ) ], ( [ Box ], [ Box ] ) )
|
-> ( [ ( Box, RootFindingTree Box ) ], ( [ Box ], [ Box ] ) )
|
||||||
intervalNewtonGS precondMethod minWidth eqs =
|
findCusps opts eqs = foldMap ( findCuspsFrom opts eqs ) initBoxes
|
||||||
foldMap
|
|
||||||
( intervalNewtonGSFrom precondMethod minWidth eqs )
|
|
||||||
initBoxes
|
|
||||||
where
|
where
|
||||||
initBoxes =
|
initBoxes =
|
||||||
[ ( 𝕀 ( ℝ1 zero ) ( ℝ1 one ), i, 𝕀 ( ℝ1 zero ) ( ℝ1 one ) )
|
[ ( 𝕀 ( ℝ1 zero ) ( ℝ1 one ), i, 𝕀 ( ℝ1 zero ) ( ℝ1 one ) )
|
||||||
| i <- [ 0 .. length ( eqs ( 𝕀 ( ℝ1 zero ) ( ℝ1 one ) ) ) - 1 ]
|
| i <- [ 0 .. length ( eqs ( 𝕀 ( ℝ1 zero ) ( ℝ1 one ) ) ) - 1 ]
|
||||||
]
|
]
|
||||||
|
|
||||||
-- | Interval Newton method with Gauss–Seidel step for inversion
|
-- | Use the following algorithms using interal arithmetic in order
|
||||||
-- of the interval Jacobian.
|
-- to find cusps in the envelope:
|
||||||
|
--
|
||||||
|
-- - interval Newton method with Gauss–Seidel step for inversion
|
||||||
|
-- of the interval Jacobian,
|
||||||
|
-- - coordinate-wise Newton method (@box(1)@-consistency algorithm),
|
||||||
|
-- - @box(2)@-consistency algorithm,
|
||||||
|
-- - bisection.
|
||||||
--
|
--
|
||||||
-- Returns @(tree, (dunno, sols))@ where @tree@ is the full tree (useful for debugging),
|
-- Returns @(tree, (dunno, sols))@ where @tree@ is the full tree (useful for debugging),
|
||||||
-- @sols@ are boxes that contain a unique solution (and to which Newton's method
|
-- @sols@ are boxes that contain a unique solution (and to which Newton's method
|
||||||
-- will converge starting from anywhere inside the box), and @dunno@ are small
|
-- will converge starting from anywhere inside the box), and @dunno@ are small
|
||||||
-- boxes which might or might not contain solutions.
|
-- boxes which might or might not contain solutions.
|
||||||
intervalNewtonGSFrom
|
findCuspsFrom
|
||||||
:: Preconditioner
|
:: CuspFindingOptions
|
||||||
-> Double
|
|
||||||
-> ( 𝕀ℝ 1 -> Seq ( 𝕀ℝ 1 -> StrokeDatum 3 𝕀 ) )
|
-> ( 𝕀ℝ 1 -> Seq ( 𝕀ℝ 1 -> StrokeDatum 3 𝕀 ) )
|
||||||
-> Box
|
-> Box
|
||||||
-> ( [ ( Box, IntervalNewtonTree Box ) ], ( [ Box ], [ Box ] ) )
|
-> ( [ ( Box, RootFindingTree Box ) ], ( [ Box ], [ Box ] ) )
|
||||||
intervalNewtonGSFrom precondMethod minWidth eqs initBox =
|
findCuspsFrom
|
||||||
runWriter $
|
( CuspFindingOptions
|
||||||
map ( initBox , ) <$> go initBox
|
{ minWidth
|
||||||
|
, cuspFindingAlgorithms
|
||||||
|
}
|
||||||
|
)
|
||||||
|
eqs initBox = runWriter $ map ( initBox , ) <$> go [] initBox
|
||||||
|
|
||||||
where
|
where
|
||||||
|
|
||||||
recur :: ( cand -> Writer ( [ Box ], [ Box ] ) [ IntervalNewtonTree Box ] )
|
go :: BoxHistory
|
||||||
-> ( [ ( cand, IntervalNewtonTree Box ) ] -> IntervalNewtonTree Box )
|
-> Box -- box to work on
|
||||||
-> [ cand ]
|
|
||||||
-> Writer ( [Box], [Box] ) [ IntervalNewtonTree Box ]
|
|
||||||
recur r f cands = do
|
|
||||||
rest <- traverse ( \ c -> do { trees <- r c; return [ (c, tree) | tree <- trees ] } ) cands
|
|
||||||
return [ f $ concat rest ]
|
|
||||||
|
|
||||||
go :: Box -- box to work on
|
|
||||||
-> Writer ( [ Box ], [ Box ] )
|
-> Writer ( [ Box ], [ Box ] )
|
||||||
[ IntervalNewtonTree Box ]
|
[ RootFindingTree Box ]
|
||||||
go cand@( t@( 𝕀 ( ℝ1 t_lo ) ( ℝ1 t_hi ) )
|
go history
|
||||||
|
cand@( t@( 𝕀 ( ℝ1 t_lo ) ( ℝ1 t_hi ) )
|
||||||
, i
|
, i
|
||||||
, s@( 𝕀 ( ℝ1 s_lo ) ( ℝ1 s_hi ) )
|
, s@( 𝕀 ( ℝ1 s_lo ) ( ℝ1 s_hi ) )
|
||||||
)
|
)
|
||||||
|
@ -1520,212 +1528,251 @@ intervalNewtonGSFrom precondMethod minWidth eqs initBox =
|
||||||
| t_hi - t_lo < minWidth && s_hi - s_lo < minWidth
|
| t_hi - t_lo < minWidth && s_hi - s_lo < minWidth
|
||||||
= do let res = TooSmall cand
|
= do let res = TooSmall cand
|
||||||
tell ( [ cand ], [] )
|
tell ( [ cand ], [] )
|
||||||
return [ IntervalNewtonLeaf res ]
|
return [ RootFindingLeaf res ]
|
||||||
| -- Check the envelope equation interval contains zero.
|
| -- Check the envelope equation interval contains zero.
|
||||||
ee_potential_zero sd
|
ee_potential_zero sd
|
||||||
-- Check the 𝛿E𝛿sdcdt interval contains zero.
|
-- Check the 𝛿E𝛿sdcdt interval contains zero.
|
||||||
, 𝛿E𝛿sdcdt_potential_zero sd
|
, 𝛿E𝛿sdcdt_potential_zero sd
|
||||||
= continue cand
|
= doStrategies history ( cuspFindingAlgorithms cand history ) cand
|
||||||
-- Box doesn't contain a solution: discard it.
|
-- Box doesn't contain a solution: discard it.
|
||||||
| otherwise
|
| otherwise
|
||||||
= return [ IntervalNewtonLeaf $ NoSolution ( if ee_potential_zero sd then "dc/dt" else "ee" ) cand ]
|
, let whyNoSol = if ee_potential_zero sd then "dc/dt" else "ee"
|
||||||
|
= return [ RootFindingLeaf $ NoSolution whyNoSol cand ]
|
||||||
where
|
where
|
||||||
sd = ( eqs t `Seq.index` i ) s
|
sd = ( eqs t `Seq.index` i ) s
|
||||||
|
|
||||||
continue :: Box
|
-- Run a round of cusp finding strategies, then recur.
|
||||||
-> Writer ( [ Box ], [ Box ] )
|
doStrategies
|
||||||
[ IntervalNewtonTree Box ]
|
:: BoxHistory
|
||||||
continue
|
-> NonEmpty RootFindingAlgorithm
|
||||||
cand@( t@( 𝕀 ( ℝ1 t_lo ) ( ℝ1 t_hi ) )
|
-> Box
|
||||||
, i
|
-> Writer ( [ Box ], [ Box ] )
|
||||||
, s@( 𝕀 ( ℝ1 s_lo ) ( ℝ1 s_hi ) )
|
[ RootFindingTree Box ]
|
||||||
)
|
doStrategies hist0 = do_strats []
|
||||||
| StrokeDatum { ee = D22 _ ( T ee_t ) (T ee_s ) _ _ _
|
|
||||||
, 𝛿E𝛿sdcdt = D12 _ ( T ( T f_t ) ) ( T ( T f_s ) ) }
|
|
||||||
<- ( eqs t `Seq.index` i ) s
|
|
||||||
, StrokeDatum { ee = D22 _ee_mid _ _ _ _ _
|
|
||||||
, 𝛿E𝛿sdcdt = D12 ( T f_mid ) ( T ( T _f_t_mid ) ) ( T ( T _f_s_mid ) ) }
|
|
||||||
<- ( eqs i_t_mid `Seq.index` i ) i_s_mid
|
|
||||||
= let -- Interval Newton method: take one Gauss–Seidel step
|
|
||||||
-- for the equation f'(x) v = - f(x_mid),
|
|
||||||
-- where f = 𝛿E/𝛿s * dc/dt
|
|
||||||
!( a, b ) = precondition precondMethod
|
|
||||||
( midI f_t, midI f_s )
|
|
||||||
( f_t, f_s ) ( neg f_mid )
|
|
||||||
--(a, b)
|
|
||||||
-- | 𝕀 (ℝ1 ee_lo) (ℝ1 ee_hi) <- ee_mid
|
|
||||||
-- , 𝕀 (ℝ1 ee_t_lo) (ℝ1 ee_t_hi) <- ee_t
|
|
||||||
-- , 𝕀 (ℝ1 ee_s_lo) (ℝ1 ee_s_hi) <- ee_s
|
|
||||||
-- , 𝕀 (ℝ2 fx_lo fy_lo) (ℝ2 fx_hi fy_hi) <- f_mid
|
|
||||||
-- , 𝕀 (ℝ2 f_tx_lo f_ty_lo) (ℝ2 f_tx_hi f_ty_hi) <- f_t
|
|
||||||
-- , 𝕀 (ℝ2 f_sx_lo f_sy_lo) (ℝ2 f_sx_hi f_sy_hi) <- f_s
|
|
||||||
-- = ( ( 𝕀 (ℝ2 f_tx_lo ee_t_lo) (ℝ2 f_tx_hi ee_t_hi)
|
|
||||||
-- , 𝕀 (ℝ2 f_sx_lo ee_s_lo) (ℝ2 f_sx_hi ee_s_hi)
|
|
||||||
-- )
|
|
||||||
-- , neg $ 𝕀 (ℝ2 fx_lo ee_lo) (ℝ2 fx_hi ee_hi)
|
|
||||||
-- )
|
|
||||||
|
|
||||||
!gsGuesses = gaussSeidel a b
|
|
||||||
( coerce ( (-) @( 𝕀 Double ) ) t i_t_mid
|
|
||||||
, coerce ( (-) @( 𝕀 Double ) ) s i_s_mid )
|
|
||||||
in if any ( smaller . fst ) gsGuesses
|
|
||||||
then
|
|
||||||
-- If the Gauss–Seidel step was a contraction, then the box
|
|
||||||
-- contains a unique solution (by the Banach fixed point theorem).
|
|
||||||
--
|
|
||||||
-- These boxes can thus be directly added to the solution set:
|
|
||||||
-- Newton's method is guaranteed to converge to the unique solution.
|
|
||||||
let !(done, todo) = bimap ( map ( mkGuess . fst ) ) ( map ( mkGuess . fst ) )
|
|
||||||
$ partition snd gsGuesses
|
|
||||||
in do tell ([], done)
|
|
||||||
case todo of
|
|
||||||
[] -> return [ IntervalNewtonLeaf $ NoSolution "GaussSeidel" cand ]
|
|
||||||
_ -> recur go ( IntervalNewtonStep ( IntervalNewtonContraction done ) )
|
|
||||||
todo
|
|
||||||
else
|
|
||||||
-- Gauss–Seidel failed to shrink the boxes, so bisect instead.
|
|
||||||
-- We have to pick along which dimension to bisect:
|
|
||||||
-- - if bisecting along a particular dimension discards one of
|
|
||||||
-- the boxes, do that;
|
|
||||||
-- - otherwise, bisect along the dimension j that maximises
|
|
||||||
-- width(x_j) * || J_j ||.
|
|
||||||
let l_t = 𝕀 ( ℝ1 t_lo ) ( ℝ1 t_mid )
|
|
||||||
r_t = 𝕀 ( ℝ1 t_mid ) ( ℝ1 t_hi )
|
|
||||||
d_s = 𝕀 ( ℝ1 s_lo ) ( ℝ1 s_mid )
|
|
||||||
u_s = 𝕀 ( ℝ1 s_mid ) ( ℝ1 s_hi )
|
|
||||||
l = ( l_t, i, s )
|
|
||||||
r = ( r_t, i, s )
|
|
||||||
d = ( t, i, d_s )
|
|
||||||
u = ( t, i, u_s )
|
|
||||||
l_dat = ( eqs l_t `Seq.index` i ) s
|
|
||||||
r_dat = ( eqs r_t `Seq.index` i ) s
|
|
||||||
d_dat = ( eqs t `Seq.index` i ) d_s
|
|
||||||
u_dat = ( eqs t `Seq.index` i ) u_s
|
|
||||||
l_skip =
|
|
||||||
not ( ee_potential_zero l_dat )
|
|
||||||
|| not ( 𝛿E𝛿sdcdt_potential_zero l_dat )
|
|
||||||
r_skip =
|
|
||||||
not ( ee_potential_zero r_dat )
|
|
||||||
|| not ( 𝛿E𝛿sdcdt_potential_zero r_dat )
|
|
||||||
d_skip =
|
|
||||||
not ( ee_potential_zero d_dat )
|
|
||||||
|| not ( 𝛿E𝛿sdcdt_potential_zero d_dat )
|
|
||||||
u_skip =
|
|
||||||
not ( ee_potential_zero u_dat )
|
|
||||||
|| not ( 𝛿E𝛿sdcdt_potential_zero u_dat )
|
|
||||||
tJWidth = ( t_hi - t_lo ) * normVI3 ee_t f_t
|
|
||||||
sJWidth = ( s_hi - s_lo ) * normVI3 ee_s f_s
|
|
||||||
( bisGuesses, whatBis )
|
|
||||||
| l_skip && r_skip
|
|
||||||
= ( [], ( "lr", t_mid ) )
|
|
||||||
| d_skip && u_skip
|
|
||||||
= ( [], ( "du", s_mid ) )
|
|
||||||
| l_skip
|
|
||||||
= ( [ r ], ( "r", t_mid ) )
|
|
||||||
| r_skip
|
|
||||||
= ( [ l ], ( "l", t_mid ) )
|
|
||||||
| d_skip
|
|
||||||
= ( [ u ], ( "u", s_mid ) )
|
|
||||||
| u_skip
|
|
||||||
= ( [ d ], ( "d", s_mid ) )
|
|
||||||
| tJWidth >= sJWidth
|
|
||||||
-- ... but don't allow thin boxes.
|
|
||||||
|| ( t_hi - t_lo >= 10 * ( s_hi - s_lo ) )
|
|
||||||
&& not ( s_hi - s_lo >= 10 * ( t_hi - t_lo ) )
|
|
||||||
= ( [ l, r ], ( "t", t_mid ) )
|
|
||||||
| otherwise
|
|
||||||
= ( [ d, u ], ( "s", s_mid ) )
|
|
||||||
in recur go ( IntervalNewtonStep ( IntervalNewtonBisection whatBis ) )
|
|
||||||
( doStrategy =<< bisGuesses )
|
|
||||||
where
|
where
|
||||||
t_mid = 0.5 * ( t_lo + t_hi )
|
do_strats :: [ ( RootFindingStep, Box ) ]
|
||||||
|
-> NE.NonEmpty RootFindingAlgorithm
|
||||||
|
-> Box
|
||||||
|
-> Writer ( [ Box ], [ Box ] )
|
||||||
|
[ RootFindingTree Box ]
|
||||||
|
do_strats stratsHist ( algo NE.:| algos ) box = do
|
||||||
|
-- Run one strategy in the round.
|
||||||
|
( step, boxes ) <- doStrategy stratsHist hist0 eqs minWidth algo box
|
||||||
|
case algos of
|
||||||
|
-- If there are other algorithms to run in this round, run them next.
|
||||||
|
nextAlgo : otherAlgos ->
|
||||||
|
let stratsHist' = ( step, box ) : stratsHist
|
||||||
|
in recur step ( do_strats stratsHist' ( nextAlgo NE.:| otherAlgos ) ) boxes
|
||||||
|
-- Otherwise, we have done one full round of strategies.
|
||||||
|
-- Recur back to the top (calling 'go').
|
||||||
|
[] ->
|
||||||
|
let stratsHist' = ( step, box ) NE.:| stratsHist
|
||||||
|
history = stratsHist' : hist0
|
||||||
|
in recur step ( go history ) boxes
|
||||||
|
|
||||||
|
recur :: RootFindingStep
|
||||||
|
-> ( Box -> Writer ( [ Box ], [ Box ] ) [ RootFindingTree Box ] )
|
||||||
|
-> [ Box ]
|
||||||
|
-> Writer ( [Box], [Box] ) [ RootFindingTree Box ]
|
||||||
|
recur step r cands = do
|
||||||
|
rest <- traverse ( \ c -> do { trees <- r c; return [ (c, tree) | tree <- trees ] } ) cands
|
||||||
|
return [ RootFindingStep step $ concat rest ]
|
||||||
|
|
||||||
|
|
||||||
|
-- | Execute a cusp-finding strategy, replacing the input box with
|
||||||
|
-- (hopefully smaller) output boxes.
|
||||||
|
doStrategy :: [ ( RootFindingStep, Box ) ]
|
||||||
|
-> BoxHistory
|
||||||
|
-> ( 𝕀ℝ 1 -> Seq ( 𝕀ℝ 1 -> StrokeDatum 3 𝕀 ) )
|
||||||
|
-> Double
|
||||||
|
-> RootFindingAlgorithm
|
||||||
|
-> Box
|
||||||
|
-> Writer ( [ Box ], [ Box ] )
|
||||||
|
( RootFindingStep, [ Box ] )
|
||||||
|
doStrategy roundHistory previousRoundsHistory eqs minWidth algo box =
|
||||||
|
case algo of
|
||||||
|
GaussSeidel ( GaussSeidelOptions { gsPreconditioner } ) -> do
|
||||||
|
boxes <- intervalGaussSeidel eqs gsPreconditioner box
|
||||||
|
return ( GaussSeidelStep, boxes )
|
||||||
|
Box1 ( Box1Options { box1EpsEq } ) ->
|
||||||
|
return ( Box1Step, makeBox1Consistent eqs minWidth box1EpsEq box )
|
||||||
|
Box2 ( Box2Options { box2LambdaMin, box2EpsEq } ) ->
|
||||||
|
return ( Box2Step, [ makeBox2Consistent eqs minWidth box2EpsEq box2LambdaMin box ] )
|
||||||
|
Bisection ( BisectionOptions { canHaveSols, fallbackBisectionDim } ) -> do
|
||||||
|
let ( boxes, whatBis ) = bisect ( canHaveSols eqs ) ( fallbackBisectionDim roundHistory previousRoundsHistory eqs ) box
|
||||||
|
return ( BisectionStep whatBis, boxes )
|
||||||
|
|
||||||
|
-- | Bisect the given box.
|
||||||
|
--
|
||||||
|
-- (The difficult part lies in determining along which dimension to bisect.)
|
||||||
|
bisect :: ( Box -> Bool )
|
||||||
|
-- ^ how to check whether a box contains solutions
|
||||||
|
-> ( Int, String )
|
||||||
|
-- ^ fall-back choice of dimension (and "why" we chose it)
|
||||||
|
-> Box
|
||||||
|
-> ( [ Box ], ( String, Double ) )
|
||||||
|
bisect canHaveSols ( dim, why )
|
||||||
|
( t@( 𝕀 ( ℝ1 t_lo ) ( ℝ1 t_hi ) )
|
||||||
|
, i
|
||||||
|
, s@( 𝕀 ( ℝ1 s_lo ) ( ℝ1 s_hi ) )
|
||||||
|
)
|
||||||
|
-- We try to bisect along a dimension which eliminates zeros from one of the
|
||||||
|
-- sub-regions.
|
||||||
|
--
|
||||||
|
-- If this fails, we fall-back to the provided dimension choice.
|
||||||
|
= let t_mid = 0.5 * ( t_lo + t_hi )
|
||||||
s_mid = 0.5 * ( s_lo + s_hi )
|
s_mid = 0.5 * ( s_lo + s_hi )
|
||||||
i_t_mid = singleton ( ℝ1 t_mid )
|
l_t = 𝕀 ( ℝ1 t_lo ) ( ℝ1 t_mid )
|
||||||
i_s_mid = singleton ( ℝ1 s_mid )
|
r_t = 𝕀 ( ℝ1 t_mid ) ( ℝ1 t_hi )
|
||||||
mkGuess ( t0, s0 ) = ( coerce ( (+) @( 𝕀 Double ) ) t0 i_t_mid
|
d_s = 𝕀 ( ℝ1 s_lo ) ( ℝ1 s_mid )
|
||||||
, i
|
u_s = 𝕀 ( ℝ1 s_mid ) ( ℝ1 s_hi )
|
||||||
, coerce ( (+) @( 𝕀 Double ) ) s0 i_s_mid )
|
l = ( l_t, i, s )
|
||||||
smaller ( 𝕀 ( ℝ1 t0_lo ) ( ℝ1 t0_hi ), 𝕀 ( ℝ1 s0_lo ) ( ℝ1 s0_hi ) )
|
r = ( r_t, i, s )
|
||||||
= ( t0_lo + t_mid ) > t_lo + 0.25 * minWidth
|
d = ( t , i, d_s )
|
||||||
|| ( t0_hi + t_mid ) < t_hi - 0.25 * minWidth
|
u = ( t , i, u_s )
|
||||||
|| ( s0_lo + s_mid ) > s_lo + 0.25 * minWidth
|
l_skip = not $ canHaveSols l
|
||||||
|| ( s0_hi + s_mid ) < s_hi - 0.25 * minWidth
|
r_skip = not $ canHaveSols r
|
||||||
neg ( 𝕀 ( ℝ2 x_lo y_lo ) ( ℝ2 x_hi y_hi ) )
|
d_skip = not $ canHaveSols d
|
||||||
= let !( 𝕀 x'_lo x'_hi ) = negate $ 𝕀 x_lo x_hi
|
u_skip = not $ canHaveSols u
|
||||||
!( 𝕀 y'_lo y'_hi ) = negate $ 𝕀 y_lo y_hi
|
|
||||||
in 𝕀 ( ℝ2 x'_lo y'_lo ) ( ℝ2 x'_hi y'_hi )
|
|
||||||
|
|
||||||
-- Attempting to implement Algorithm 6 "Heuristic to apply bound-consistency"
|
( bisGuesses, whatBis )
|
||||||
-- from the paper
|
| l_skip && r_skip
|
||||||
-- "Parallelization of a bound-consistency enforcing procedure and its application in solving nonlinear systems"
|
= ( [], ( "lr", t_mid ) )
|
||||||
doStrategy box@( 𝕀 ( ℝ1 t_lo ) ( ℝ1 t_hi ), _, 𝕀 ( ℝ1 s_lo ) ( ℝ1 s_hi ) )
|
| d_skip && u_skip
|
||||||
| eps_box1 > eps_box2
|
= ( [], ( "du", s_mid ) )
|
||||||
= if | w_t > ebs_box1 || w_s > ebs_box1
|
| l_skip
|
||||||
-> makeBox1Consistent box
|
= ( [ r ], ( "r", t_mid ) )
|
||||||
| w_t > ebs_box2 || w_s > ebs_box2
|
| r_skip
|
||||||
-> [ makeBox2Consistent box ]
|
= ( [ l ], ( "l", t_mid ) )
|
||||||
| otherwise
|
| d_skip
|
||||||
-> [ box ]
|
= ( [ u ], ( "u", s_mid ) )
|
||||||
| otherwise
|
| u_skip
|
||||||
= if | w_t > ebs_box2 || w_s > ebs_box2
|
= ( [ d ], ( "d", s_mid ) )
|
||||||
-> [ makeBox2Consistent box ]
|
| otherwise
|
||||||
| w_t > ebs_box1 || w_s > ebs_box1
|
= let why' = case why of
|
||||||
-> makeBox1Consistent box
|
"" -> ""
|
||||||
| otherwise
|
_ -> " (" ++ why ++ ")"
|
||||||
-> [ box ]
|
in case dim of
|
||||||
where
|
0 -> ( [ l, r ], ( "t" ++ why', t_mid ) )
|
||||||
eps_box1 = 0.4
|
1 -> ( [ d, u ], ( "s" ++ why', s_mid ) )
|
||||||
eps_box2 = 0.1
|
_ -> error "bisect: fall-back bisection dimension should be either 0 or 1"
|
||||||
w_t = t_hi - t_lo
|
in ( bisGuesses, whatBis )
|
||||||
w_s = s_hi - s_lo
|
|
||||||
|
|
||||||
-- An implementation of "bound-consistency" from the paper
|
-- | Interval Newton method with Gauss–Seidel step.
|
||||||
-- "Parallelization of a bound-consistency enforcing procedure and its application in solving nonlinear systems"
|
intervalGaussSeidel
|
||||||
makeBox2Consistent :: Box -> Box
|
:: ( 𝕀ℝ 1 -> Seq ( 𝕀ℝ 1 -> StrokeDatum 3 𝕀 ) )
|
||||||
makeBox2Consistent x = ( `State.evalState` False ) $ doLoop 0.25 x
|
-- ^ equations
|
||||||
where
|
-> Preconditioner
|
||||||
doLoop :: Double -> Box -> State Bool Box
|
-- ^ preconditioner to use for the Gauss–Seidel step
|
||||||
doLoop lambda x = do
|
-> Box
|
||||||
x' <- boundConsistency get_t set_t lambda x
|
-> Writer ( [ Box ], [ Box ] ) [ Box ]
|
||||||
x'' <- boundConsistency get_s set_s lambda x'
|
intervalGaussSeidel
|
||||||
modified <- State.get
|
eqs
|
||||||
let lambda' = if modified then lambda else 0.5 * lambda
|
precondMethod
|
||||||
if lambda' < 0.001
|
( t@( 𝕀 ( ℝ1 t_lo ) ( ℝ1 t_hi ) )
|
||||||
then return x''
|
, i
|
||||||
else do { State.put False ; doLoop lambda' x'' }
|
, s@( 𝕀 ( ℝ1 s_lo ) ( ℝ1 s_hi ) )
|
||||||
|
)
|
||||||
|
| StrokeDatum { 𝛿E𝛿sdcdt = D12 _ ( T ( T f_t ) ) ( T ( T f_s ) ) }
|
||||||
|
<- ( eqs t `Seq.index` i ) s
|
||||||
|
, StrokeDatum { ee = D22 _ee_mid _ _ _ _ _
|
||||||
|
, 𝛿E𝛿sdcdt = D12 ( T f_mid ) ( T ( T _f_t_mid ) ) ( T ( T _f_s_mid ) ) }
|
||||||
|
<- ( eqs i_t_mid `Seq.index` i ) i_s_mid
|
||||||
|
= let -- Interval Newton method: take one Gauss–Seidel step
|
||||||
|
-- for the equation f'(x) v = - f(x_mid),
|
||||||
|
-- where f = 𝛿E/𝛿s * dc/dt
|
||||||
|
( a, b ) = precondition precondMethod
|
||||||
|
( midI f_t, midI f_s )
|
||||||
|
( f_t, f_s ) ( neg f_mid )
|
||||||
|
--(a, b)
|
||||||
|
-- | 𝕀 (ℝ1 ee_lo) (ℝ1 ee_hi) <- ee_mid
|
||||||
|
-- , 𝕀 (ℝ1 ee_t_lo) (ℝ1 ee_t_hi) <- ee_t
|
||||||
|
-- , 𝕀 (ℝ1 ee_s_lo) (ℝ1 ee_s_hi) <- ee_s
|
||||||
|
-- , 𝕀 (ℝ2 fx_lo fy_lo) (ℝ2 fx_hi fy_hi) <- f_mid
|
||||||
|
-- , 𝕀 (ℝ2 f_tx_lo f_ty_lo) (ℝ2 f_tx_hi f_ty_hi) <- f_t
|
||||||
|
-- , 𝕀 (ℝ2 f_sx_lo f_sy_lo) (ℝ2 f_sx_hi f_sy_hi) <- f_s
|
||||||
|
-- = ( ( 𝕀 (ℝ2 f_tx_lo ee_t_lo) (ℝ2 f_tx_hi ee_t_hi)
|
||||||
|
-- , 𝕀 (ℝ2 f_sx_lo ee_s_lo) (ℝ2 f_sx_hi ee_s_hi)
|
||||||
|
-- )
|
||||||
|
-- , neg $ 𝕀 (ℝ2 fx_lo ee_lo) (ℝ2 fx_hi ee_hi)
|
||||||
|
-- )
|
||||||
|
|
||||||
boundConsistency :: ( Box -> 𝕀 Double )
|
gsGuesses = gaussSeidel a b
|
||||||
-> ( 𝕀 Double -> Box -> Box )
|
( coerce ( (-) @( 𝕀 Double ) ) t i_t_mid
|
||||||
-> Double -> Box -> State Bool Box
|
, coerce ( (-) @( 𝕀 Double ) ) s i_s_mid )
|
||||||
boundConsistency getter setter lambda box = do
|
in
|
||||||
let x@( 𝕀 x_inf x_sup ) = getter box
|
-- If the Gauss–Seidel step was a contraction, then the box
|
||||||
c1 = ( 1 - lambda ) * x_inf + lambda * x_sup
|
-- contains a unique solution (by the Banach fixed point theorem).
|
||||||
c2 = lambda * x_inf + ( 1 - lambda ) * x_sup
|
--
|
||||||
x'_inf =
|
-- These boxes can thus be directly added to the solution set:
|
||||||
case makeBox1Consistent ( setter ( 𝕀 x_inf c1 ) box ) of
|
-- Newton's method is guaranteed to converge to the unique solution.
|
||||||
[] -> c1
|
let !(done, todo) = bimap ( map ( mkGuess . fst ) ) ( map ( mkGuess . fst ) )
|
||||||
x's -> minimum $ map ( inf . getter ) x's
|
$ partition snd gsGuesses
|
||||||
x'_sup =
|
in do tell ([], done)
|
||||||
case makeBox1Consistent ( setter ( 𝕀 c2 x_sup ) box ) of
|
return todo
|
||||||
[] -> c2
|
where
|
||||||
x's -> maximum $ map ( sup . getter ) x's
|
t_mid = 0.5 * ( t_lo + t_hi )
|
||||||
x' = 𝕀 x'_inf x'_sup
|
s_mid = 0.5 * ( s_lo + s_hi )
|
||||||
when ( width x - width x' >= eps_eq ) $
|
i_t_mid = singleton ( ℝ1 t_mid )
|
||||||
State.put True
|
i_s_mid = singleton ( ℝ1 s_mid )
|
||||||
return $ setter x' box
|
mkGuess ( t0, s0 ) = ( coerce ( (+) @( 𝕀 Double ) ) t0 i_t_mid
|
||||||
|
, i
|
||||||
|
, coerce ( (+) @( 𝕀 Double ) ) s0 i_s_mid )
|
||||||
|
neg ( 𝕀 ( ℝ2 x_lo y_lo ) ( ℝ2 x_hi y_hi ) )
|
||||||
|
= let !( 𝕀 x'_lo x'_hi ) = negate $ 𝕀 x_lo x_hi
|
||||||
|
!( 𝕀 y'_lo y'_hi ) = negate $ 𝕀 y_lo y_hi
|
||||||
|
in 𝕀 ( ℝ2 x'_lo y'_lo ) ( ℝ2 x'_hi y'_hi )
|
||||||
|
|
||||||
-- An implementation of "bc_enforce" from the paper
|
-- | An implementation of "bc_enforce" from the paper
|
||||||
-- "Parallelization of a bound-consistency enforcing procedure and its application in solving nonlinear systems"
|
-- "Parallelization of a bound-consistency enforcing procedure and its application in solving nonlinear systems"
|
||||||
--
|
--
|
||||||
-- See also
|
-- See also
|
||||||
-- "Presentation of a highly tuned multithreaded interval solver for underdetermined and well-determined nonlinear systems"
|
-- "Presentation of a highly tuned multithreaded interval solver for underdetermined and well-determined nonlinear systems"
|
||||||
makeBox1Consistent :: Box -> [ Box ]
|
makeBox1Consistent
|
||||||
makeBox1Consistent x =
|
:: ( 𝕀ℝ 1 -> Seq ( 𝕀ℝ 1 -> StrokeDatum 3 𝕀 ) )
|
||||||
( `State.evalState` False ) $
|
-> Double -> Double
|
||||||
pipeFunctionsWhileTrue (allNarrowingOperators eps_eq eps_bis eqs) x
|
-> Box -> [ Box ]
|
||||||
eps_eq = 1e-5 -- TODO: this is an additive constant,
|
makeBox1Consistent eqs minWidth epsEq x =
|
||||||
-- but I think we also want a multiplicative constant?
|
( `State.evalState` False ) $
|
||||||
eps_bis = minWidth
|
pipeFunctionsWhileTrue (allNarrowingOperators epsEq minWidth eqs) x
|
||||||
|
|
||||||
|
-- | An implementation of "bound-consistency" from the paper
|
||||||
|
-- "Parallelization of a bound-consistency enforcing procedure and its application in solving nonlinear systems"
|
||||||
|
makeBox2Consistent
|
||||||
|
:: ( 𝕀ℝ 1 -> Seq ( 𝕀ℝ 1 -> StrokeDatum 3 𝕀 ) )
|
||||||
|
-> Double -> Double -> Double
|
||||||
|
-> Box -> Box
|
||||||
|
makeBox2Consistent eqs minWidth epsEq lambdaMin x0 = ( `State.evalState` False ) $ doLoop 0.25 x0
|
||||||
|
where
|
||||||
|
doLoop :: Double -> Box -> State Bool Box
|
||||||
|
doLoop lambda x = do
|
||||||
|
x' <- boundConsistency get_t set_t lambda x
|
||||||
|
x'' <- boundConsistency get_s set_s lambda x'
|
||||||
|
modified <- State.get
|
||||||
|
let lambda' = if modified then lambda else 0.5 * lambda
|
||||||
|
if lambda' < lambdaMin
|
||||||
|
then return x''
|
||||||
|
else do { State.put False ; doLoop lambda' x'' }
|
||||||
|
|
||||||
|
boundConsistency :: ( Box -> 𝕀 Double )
|
||||||
|
-> ( 𝕀 Double -> Box -> Box )
|
||||||
|
-> Double -> Box -> State Bool Box
|
||||||
|
boundConsistency getter setter lambda box = do
|
||||||
|
let x@( 𝕀 x_inf x_sup ) = getter box
|
||||||
|
c1 = ( 1 - lambda ) * x_inf + lambda * x_sup
|
||||||
|
c2 = lambda * x_inf + ( 1 - lambda ) * x_sup
|
||||||
|
x'_inf =
|
||||||
|
case makeBox1Consistent eqs minWidth epsEq ( setter ( 𝕀 x_inf c1 ) box ) of
|
||||||
|
[] -> c1
|
||||||
|
x's -> minimum $ map ( inf . getter ) x's
|
||||||
|
x'_sup =
|
||||||
|
case makeBox1Consistent eqs minWidth epsEq ( setter ( 𝕀 c2 x_sup ) box ) of
|
||||||
|
[] -> c2
|
||||||
|
x's -> maximum $ map ( sup . getter ) x's
|
||||||
|
x' = 𝕀 x'_inf x'_sup
|
||||||
|
when ( width x - width x' >= epsEq ) $
|
||||||
|
State.put True
|
||||||
|
return $ setter x' box
|
||||||
|
|
||||||
ee_potential_zero :: StrokeDatum 3 𝕀 -> Bool
|
ee_potential_zero :: StrokeDatum 3 𝕀 -> Bool
|
||||||
ee_potential_zero dat =
|
ee_potential_zero dat =
|
||||||
|
@ -1736,7 +1783,6 @@ ee_potential_zero dat =
|
||||||
cmpℝ2 (<=) ( inf $ unT $ _D12_v $ 𝛿E𝛿sdcdt dat ) ( ℝ2 0 0 )
|
cmpℝ2 (<=) ( inf $ unT $ _D12_v $ 𝛿E𝛿sdcdt dat ) ( ℝ2 0 0 )
|
||||||
&& cmpℝ2 (>=) ( sup $ unT $ _D12_v $ 𝛿E𝛿sdcdt dat ) ( ℝ2 0 0 )
|
&& cmpℝ2 (>=) ( sup $ unT $ _D12_v $ 𝛿E𝛿sdcdt dat ) ( ℝ2 0 0 )
|
||||||
|
|
||||||
|
|
||||||
zero, one :: Double
|
zero, one :: Double
|
||||||
zero = 1e-6
|
zero = 1e-6
|
||||||
one = 1 - zero
|
one = 1 - zero
|
||||||
|
@ -1841,7 +1887,7 @@ leftNarrow eps_equal eps_bisection ff' = left_narrow
|
||||||
x' <- x's
|
x' <- x's
|
||||||
if sup x' - inf x' < eps_bisection
|
if sup x' - inf x' < eps_bisection
|
||||||
then return x'
|
then return x'
|
||||||
else left_narrow =<< bisect x'
|
else left_narrow =<< bisectI x'
|
||||||
|
|
||||||
-- TODO: de-duplicate with 'leftNarrow'?
|
-- TODO: de-duplicate with 'leftNarrow'?
|
||||||
rightNarrow :: Double
|
rightNarrow :: Double
|
||||||
|
@ -1875,10 +1921,10 @@ rightNarrow eps_equal eps_bisection ff' = right_narrow
|
||||||
x' <- x's
|
x' <- x's
|
||||||
if sup x' - inf x' < eps_bisection
|
if sup x' - inf x' < eps_bisection
|
||||||
then return x'
|
then return x'
|
||||||
else right_narrow =<< bisect x'
|
else right_narrow =<< bisectI x'
|
||||||
|
|
||||||
bisect :: 𝕀 Double -> [ 𝕀 Double ]
|
bisectI :: 𝕀 Double -> [ 𝕀 Double ]
|
||||||
bisect x@( 𝕀 x_inf x_sup )
|
bisectI x@( 𝕀 x_inf x_sup )
|
||||||
| x_inf == x_sup
|
| x_inf == x_sup
|
||||||
= [ x ]
|
= [ x ]
|
||||||
| otherwise
|
| otherwise
|
||||||
|
@ -1953,7 +1999,10 @@ allNarrowingOperators eps_eq eps_bis eqs =
|
||||||
} = 𝛿E𝛿sdcdt $ ( eqs t `Seq.index` i ) s
|
} = 𝛿E𝛿sdcdt $ ( eqs t `Seq.index` i ) s
|
||||||
in ( 𝕀 y_inf y_sup, 𝕀 y'_inf y'_sup )
|
in ( 𝕀 y_inf y_sup, 𝕀 y'_inf y'_sup )
|
||||||
|
|
||||||
|
get_t, get_s :: Box -> 𝕀 Double
|
||||||
get_t ( 𝕀 ( ℝ1 t_inf ) ( ℝ1 t_sup ), _, _ ) = 𝕀 t_inf t_sup
|
get_t ( 𝕀 ( ℝ1 t_inf ) ( ℝ1 t_sup ), _, _ ) = 𝕀 t_inf t_sup
|
||||||
|
|
||||||
|
set_t, set_s :: 𝕀 Double -> Box -> Box
|
||||||
set_t ( 𝕀 t_inf t_sup ) ( _, i, s ) = ( 𝕀 ( ℝ1 t_inf ) ( ℝ1 t_sup ), i, s )
|
set_t ( 𝕀 t_inf t_sup ) ( _, i, s ) = ( 𝕀 ( ℝ1 t_inf ) ( ℝ1 t_sup ), i, s )
|
||||||
get_s ( _ , _, 𝕀 ( ℝ1 s_inf ) ( ℝ1 s_sup ) ) = 𝕀 s_inf s_sup
|
get_s ( _ , _, 𝕀 ( ℝ1 s_inf ) ( ℝ1 s_sup ) ) = 𝕀 s_inf s_sup
|
||||||
set_s ( 𝕀 s_inf s_sup ) ( t, i, _ ) = ( t, i, 𝕀 ( ℝ1 s_inf ) ( ℝ1 s_sup ) )
|
set_s ( 𝕀 s_inf s_sup ) ( t, i, _ ) = ( t, i, 𝕀 ( ℝ1 s_inf ) ( ℝ1 s_sup ) )
|
||||||
|
|
|
@ -78,7 +78,10 @@ import Math.Bezier.Cubic.Fit
|
||||||
import Math.Bezier.Spline
|
import Math.Bezier.Spline
|
||||||
( Spline(..), Curves(..), Curve(..), NextPoint(..) )
|
( Spline(..), Curves(..), Curve(..), NextPoint(..) )
|
||||||
import Math.Bezier.Stroke
|
import Math.Bezier.Stroke
|
||||||
( RootSolvingAlgorithm(..), invalidateCache )
|
( RootSolvingAlgorithm(..)
|
||||||
|
, CuspFindingOptions(..), Preconditioner(..)
|
||||||
|
, invalidateCache
|
||||||
|
)
|
||||||
import Math.Linear
|
import Math.Linear
|
||||||
( ℝ(..) )
|
( ℝ(..) )
|
||||||
import MetaBrush.Action
|
import MetaBrush.Action
|
||||||
|
@ -212,6 +215,8 @@ runApplication application = do
|
||||||
--HalleyM2
|
--HalleyM2
|
||||||
NewtonRaphson
|
NewtonRaphson
|
||||||
{ maxIters = 20, precision = 8 }
|
{ maxIters = 20, precision = 8 }
|
||||||
|
cuspFindingOptionsTVar <- STM.newTVarIO @( Maybe CuspFindingOptions ) $
|
||||||
|
Just defaultCuspFindingOptions
|
||||||
|
|
||||||
-- Put all these stateful variables in a record for conciseness.
|
-- Put all these stateful variables in a record for conciseness.
|
||||||
let
|
let
|
||||||
|
@ -337,6 +342,7 @@ runApplication application = do
|
||||||
debug <- STM.readTVar debugTVar
|
debug <- STM.readTVar debugTVar
|
||||||
fitParameters <- STM.readTVar fitParametersTVar
|
fitParameters <- STM.readTVar fitParametersTVar
|
||||||
rootsAlgo <- STM.readTVar rootsAlgoTVar
|
rootsAlgo <- STM.readTVar rootsAlgoTVar
|
||||||
|
mbCuspOptions <- STM.readTVar cuspFindingOptionsTVar
|
||||||
STM.writeTVar recomputeStrokesTVar False
|
STM.writeTVar recomputeStrokesTVar False
|
||||||
let
|
let
|
||||||
addRulers :: ( ( Int32, Int32 ) -> Cairo.Render () ) -> ( ( Int32, Int32 ) -> Cairo.Render () )
|
addRulers :: ( ( Int32, Int32 ) -> Cairo.Render () ) -> ( ( Int32, Int32 ) -> Cairo.Render () )
|
||||||
|
@ -348,7 +354,9 @@ runApplication application = do
|
||||||
doc
|
doc
|
||||||
pure
|
pure
|
||||||
( addRulers <$> getDocumentRender
|
( addRulers <$> getDocumentRender
|
||||||
colours rootsAlgo fitParameters mode debug
|
colours
|
||||||
|
rootsAlgo mbCuspOptions fitParameters
|
||||||
|
mode debug
|
||||||
modifiers mbMousePos mbHoldAction mbPartialPath
|
modifiers mbMousePos mbHoldAction mbPartialPath
|
||||||
doc
|
doc
|
||||||
)
|
)
|
||||||
|
|
|
@ -74,7 +74,7 @@ import Math.Bezier.Spline
|
||||||
import Math.Bezier.Stroke
|
import Math.Bezier.Stroke
|
||||||
( Cusp(..), CachedStroke(..), invalidateCache
|
( Cusp(..), CachedStroke(..), invalidateCache
|
||||||
, computeStrokeOutline
|
, computeStrokeOutline
|
||||||
, RootSolvingAlgorithm
|
, RootSolvingAlgorithm, CuspFindingOptions
|
||||||
)
|
)
|
||||||
import Math.Linear
|
import Math.Linear
|
||||||
( ℝ(..), T(..) )
|
( ℝ(..), T(..) )
|
||||||
|
@ -148,12 +148,16 @@ blankRender :: Colours -> Cairo.Render ()
|
||||||
blankRender _ = pure ()
|
blankRender _ = pure ()
|
||||||
|
|
||||||
getDocumentRender
|
getDocumentRender
|
||||||
:: Colours -> RootSolvingAlgorithm -> FitParameters -> Mode -> Bool
|
:: Colours
|
||||||
|
-> RootSolvingAlgorithm -> Maybe CuspFindingOptions -> FitParameters
|
||||||
|
-> Mode -> Bool
|
||||||
-> Set Modifier -> Maybe ( ℝ 2 ) -> Maybe HoldAction -> Maybe PartialPath
|
-> Set Modifier -> Maybe ( ℝ 2 ) -> Maybe HoldAction -> Maybe PartialPath
|
||||||
-> Document
|
-> Document
|
||||||
-> ST RealWorld ( ( Int32, Int32 ) -> Cairo.Render () )
|
-> ST RealWorld ( ( Int32, Int32 ) -> Cairo.Render () )
|
||||||
getDocumentRender
|
getDocumentRender
|
||||||
cols rootAlgo fitParams mode debug
|
cols
|
||||||
|
rootAlgo mbCuspOptions fitParams
|
||||||
|
mode debug
|
||||||
modifiers mbMousePos mbHoldEvent mbPartialPath
|
modifiers mbMousePos mbHoldEvent mbPartialPath
|
||||||
doc@( Document { viewportCenter = ℝ2 cx cy, zoomFactor, documentContent = content } )
|
doc@( Document { viewportCenter = ℝ2 cx cy, zoomFactor, documentContent = content } )
|
||||||
= do
|
= do
|
||||||
|
@ -215,7 +219,10 @@ getDocumentRender
|
||||||
-> previewStroke :<| foldMap visibleStrokes ( strokes content )
|
-> previewStroke :<| foldMap visibleStrokes ( strokes content )
|
||||||
_ -> foldMap visibleStrokes ( strokes content )
|
_ -> foldMap visibleStrokes ( strokes content )
|
||||||
|
|
||||||
strokesRenderData <- traverseMaybe ( sequenceA . strokeRenderData rootAlgo fitParams ) modifiedStrokes
|
strokesRenderData <-
|
||||||
|
traverseMaybe
|
||||||
|
( sequenceA . strokeRenderData rootAlgo mbCuspOptions fitParams )
|
||||||
|
modifiedStrokes
|
||||||
|
|
||||||
let
|
let
|
||||||
renderSelectionRect :: Cairo.Render ()
|
renderSelectionRect :: Cairo.Render ()
|
||||||
|
@ -276,8 +283,13 @@ instance NFData StrokeRenderData where
|
||||||
-- - the computed outline (using fitting algorithm),
|
-- - the computed outline (using fitting algorithm),
|
||||||
-- - the brush shape function.
|
-- - the brush shape function.
|
||||||
-- - Otherwise, this consists of the underlying spline path only.
|
-- - Otherwise, this consists of the underlying spline path only.
|
||||||
strokeRenderData :: RootSolvingAlgorithm -> FitParameters -> Stroke -> Maybe ( ST RealWorld StrokeRenderData )
|
strokeRenderData
|
||||||
strokeRenderData rootAlgo fitParams
|
:: RootSolvingAlgorithm
|
||||||
|
-> Maybe CuspFindingOptions
|
||||||
|
-> FitParameters
|
||||||
|
-> Stroke
|
||||||
|
-> Maybe ( ST RealWorld StrokeRenderData )
|
||||||
|
strokeRenderData rootAlgo mbCuspOptions fitParams
|
||||||
( Stroke
|
( Stroke
|
||||||
{ strokeSpline = spline :: StrokeSpline clo ( Record pointFields )
|
{ strokeSpline = spline :: StrokeSpline clo ( Record pointFields )
|
||||||
, strokeBrush = ( strokeBrush :: Maybe ( Brush brushFields ) )
|
, strokeBrush = ( strokeBrush :: Maybe ( Brush brushFields ) )
|
||||||
|
@ -302,7 +314,7 @@ strokeRenderData rootAlgo fitParams
|
||||||
|
|
||||||
-- Compute the outline using the brush function.
|
-- Compute the outline using the brush function.
|
||||||
( outline, fitPts, cusps ) <-
|
( outline, fitPts, cusps ) <-
|
||||||
computeStrokeOutline @clo rootAlgo fitParams
|
computeStrokeOutline @clo rootAlgo mbCuspOptions fitParams
|
||||||
( toUsedParams . brushParams ) embedUsedParams brushFn
|
( toUsedParams . brushParams ) embedUsedParams brushFn
|
||||||
spline
|
spline
|
||||||
pure $
|
pure $
|
||||||
|
|
Loading…
Reference in a new issue