Amby

Contents

• Modules
• Types
• Methods
• Themes
• Lenses
• Color helpers
• Ranges
• Frequencies
• General accessors
• Grid
• Plot options
• Categorical options
• Datasets
• Tip lenses
• Iris lenses
• Lens operators

Synopsis

• data Category
  • = Category {
    • _categoryOrder :: [Int]
    • _categoryValues :: [Int]
    • _categoryTable :: Map Int String
    • _categoryGroups :: [[Int]]
    }
  • | DefaultCategory
• toCat :: (Foldable f, Eq a, Show a) => f a -> Category
• toCatOrdered :: (Foldable f, Eq a, Show a) => f a -> f a -> Category
• changeOrder :: (Foldable f, Show a) => Category -> f a -> Category
• getCategoryLabels :: Category -> [String]
• getCategoryLabelFromVal :: Category -> Int -> String
• getCategoryOrder :: Category -> [Int]
• getCategoryList :: Category -> [Int]
• catSize :: Category -> Int
• catValsLength :: Category -> Int
• filterMask :: [a] -> [Bool] -> [a]
• groupByCategory :: [a] -> Category -> [[a]]
• groupCategoryBy :: Category -> Category -> Category
• getGroupAt :: Category -> Int -> Category
• getGroupWithFilterMask :: Category -> Int -> [Bool] -> Category
• data Theme = Theme {
  • _themeBgColor :: AlphaColour Double
  • _themePlotBgColor :: AlphaColour Double
  • _themeGridLineColor :: AlphaColour Double
  • _themeFontFamily :: String
  • _themeFontSize :: Double
  • _themeColorCycle :: Palette
  }
• data AmbyColor
  • = DefaultColor
  • | R
  • | G
  • | B
  • | C
  • | M
  • | Y
  • | K
  • | W
  • | CustomColor (AlphaColour Double)
• type Palette = [AlphaColour Double]
• mutedTheme :: Theme
• deepTheme :: Theme
• cleanTheme :: Theme
• plainTheme :: Theme
• easterTheme :: Theme
• springTheme :: Theme
• bgColor :: HasBgColor s a => Lens' s a
• plotBgColor :: HasPlotBgColor s a => Lens' s a
• gridLineColor :: HasGridLineColor s a => Lens' s a
• colorCycle :: HasColorCycle s a => Lens' s a
• fontFamily :: HasFontFamily s a => Lens' s a
• fontSize :: HasFontSize s a => Lens' s a
• hexToRgb :: String -> AmbyColor
• hexToRgba :: String -> Double -> AmbyColor
• toColour :: AmbyColor -> AlphaColour Double -> AlphaColour Double
• huslPalette :: Int -> Maybe Double -> Maybe Double -> Maybe Double -> Palette
• lightPalette :: AlphaColour Double -> Int -> Palette
• desaturate :: Double -> AlphaColour Double -> AlphaColour Double
• alphaToHsl :: AlphaColour Double -> (Double, Double, Double)
• hslToAlpha :: Double -> Double -> Double -> AlphaColour Double
• contDistrDomain :: ContDistr d => d -> Int -> Vector Double
• contDistrRange :: ContDistr d => d -> Vector Double -> Vector Double
• linspace :: Double -> Double -> Int -> Vector Double
• arange :: Double -> Double -> Double -> Vector Double
• random :: ContGen d => d -> Int -> IO (Vector Double)
• scoreAtPercentile :: Vector v Double => v Double -> Int -> Double
• interquartileRange :: Vector v Double => v Double -> Double
• freedmanDiaconisBins :: Vector v Double => v Double -> Int
• class AmbyContainer c where
  • type Value c :: *
• data AmbyState
• type AmbyChart a = State AmbyState a
• type AmbyGrid a = State AmbyGridState a
• type ChartGrid = Grid (Renderable (LayoutPick Double Double Double))
• class Saveable a where
• takeTheme :: AmbyChart Theme
• theme :: Theme -> AmbyChart ()
• xlim :: (Double, Double) -> AmbyChart ()
• ylim :: (Double, Double) -> AmbyChart ()
• size :: (Int, Int) -> AmbyChart ()
• title :: String -> AmbyChart ()
• takeLayout :: AmbyChart (EC (Layout Double Double) ())
• getLayout :: AmbyState -> EC (Layout Double Double) ()
• getSize :: SaveObject -> (Int, Int)
• putLayout :: EC (Layout Double Double) () -> AmbyChart ()
• getSaveObjectRenderable :: SaveObject -> Renderable (LayoutPick Double Double Double)
• gridTheme :: Theme -> AmbyGrid ()
• takeGridTheme :: AmbyGrid Theme
• gridSize :: (Int, Int) -> AmbyGrid ()
• gridScale :: (Double, Double) -> AmbyGrid ()
• setGrid :: Grid (Renderable (LayoutPick Double Double Double)) -> AmbyGrid ()
• chartToGrid :: AmbyChart () -> Grid (Renderable (LayoutPick Double Double Double))
• data PlotOpts
• data PlotEqOpts
• data DistPlotOpts
• data KdePlotOpts
• data RugPlotOpts
• data BoxPlotOpts = BoxPlotOpts {
  • _boxPlotOptsFacL :: Category
  • _boxPlotOptsHueL :: Category
  • _boxPlotOptsColor :: AmbyColor
  • _boxPlotOptsSaturation :: Double
  • _boxPlotOptsAxis :: Axis
  • _boxPlotOptsLinewidth :: Double
  • _boxPlotOptsHueLegend :: Bool
  • _boxPlotOptsFacLegend :: Bool
  • _boxPlotOptsDatLabel :: String
  • _boxPlotOptsFacLabel :: String
  }
• data FactorPlotOpts = FactorPlotOpts {
  • _factorPlotOptsFacL :: Category
  • _factorPlotOptsHueL :: Category
  • _factorPlotOptsColL :: Category
  • _factorPlotOptsRowL :: Category
  • _factorPlotOptsColor :: AmbyColor
  • _factorPlotOptsSaturation :: Double
  • _factorPlotOptsAxis :: Axis
  • _factorPlotOptsKind :: PlotKind
  • _factorPlotOptsDatLabel :: String
  • _factorPlotOptsFacLabel :: String
  • _factorPlotOptsRowLabel :: String
  • _factorPlotOptsColLabel :: String
  }
• data Bandwidth
  • = Scott
  • | BwScalar Double
• data Axis
  • = XAxis
  • | YAxis
• data PlotKind = Box
• bins :: HasBins s a => Lens' s a
• hist :: HasHist s a => Lens' s a
• rug :: HasRug s a => Lens' s a
• rugHeight :: HasRugHeight s a => Lens' s a
• cut :: HasCut s a => Lens' s a
• shade :: HasShade s a => Lens' s a
• kde :: HasKde s a => Lens' s a
• axis :: HasAxis s a => Lens' s a
• height :: HasHeight s a => Lens' s a
• gridsize :: HasGridsize s a => Lens' s a
• bw :: HasBw s a => Lens' s a
• color :: HasColor s a => Lens' s a
• linewidth :: HasLinewidth s a => Lens' s a
• histLinewidth :: HasHistLinewidth s a => Lens' s a
• kdeLinewidth :: HasKdeLinewidth s a => Lens' s a
• rugLinewidth :: HasRugLinewidth s a => Lens' s a
• kind :: HasKind s a => Lens' s a
• hueLegend :: HasHueLegend s a => Lens' s a
• facLegend :: HasFacLegend s a => Lens' s a
• fac :: HasFac s a b => Setter s s a b
• hue :: HasHue s a b => Setter s s a b
• row :: HasRow s a b => Setter s s a b
• col :: HasCol s a b => Setter s s a b
• saturation :: HasSaturation s a => Lens' s a
• facL :: HasFacL s a => Lens' s a
• hueL :: HasHueL s a => Lens' s a
• rowL :: HasRowL s a => Lens' s a
• colL :: HasColL s a => Lens' s a
• datLabel :: HasDatLabel s a => Lens' s a
• facLabel :: HasFacLabel s a => Lens' s a
• rowLabel :: HasRowLabel s a => Lens' s a
• colLabel :: HasColLabel s a => Lens' s a
• getEC :: AmbyChart () -> EC (Layout Double Double) ()
• getRenderable :: AmbyChart () -> Renderable (LayoutPick Double Double Double)
• save :: Saveable s => s -> IO ()
• saveSvg :: Saveable s => s -> IO ()
• cairoDefSave :: FilePath
• diagramsDefSave :: FilePath
• loadDataset :: Dataset a -> IO [a]
• getCol :: Loader a => Lens (RowValue a) (RowValue a) b b -> a -> b
• data Tip = Tip {
  • _tipTotalBill :: !Double
  • _tipTip :: !Double
  • _tipSex :: !String
  • _tipSmoker :: !String
  • _tipDay :: !String
  • _tipTime :: !String
  • _tipTipSize :: !Int
  }
• data Iris = Iris {
  • _irisSepalLength :: Double
  • _irisSepalWidth :: Double
  • _irisPetalLength :: Double
  • _irisPetalWidth :: Double
  • _irisIrisClass :: IrisClass
  }
• tips :: Dataset Tip
• getTipColumns :: [Tip] -> IO ([Double], [Double], Category, Category, Category, Category, [Int])
• iris :: Dataset Iris
• getIrisColumns :: [Iris] -> IO ([Double], [Double], [Double], [Double], Category)
• totalBill :: HasTotalBill s a => Lens' s a
• tip :: HasTip s a => Lens' s a
• sex :: HasSex s a => Lens' s a
• day :: HasDay s a => Lens' s a
• smoker :: HasSmoker s a => Lens' s a
• time :: HasTime s a => Lens' s a
• tipSize :: HasTipSize s a => Lens' s a
• sepalLength :: HasSepalLength s a => Lens' s a
• sepalWidth :: HasSepalWidth s a => Lens' s a
• petalLength :: HasPetalLength s a => Lens' s a
• petalWidth :: HasPetalWidth s a => Lens' s a
• irisClass :: HasIrisClass s a => Lens' s a
• (.=) :: MonadState s m => ASetter s s a b -> b -> m ()

Modules

Types

Methods

>>> catSize $ toCat ["dog", "cat", "dog"]
2

>>> filterMask [1..5] [True, False, True, False, False]
[1,3]

>>> groupByCategory [1..5] (toCat [1, 1, 3, 2, 4])
[[1,2],[3],[4],[5]]

Themes

Lenses

Color helpers

>>> import qualified Data.Colour.Names as Colour
>>> alphaToHsl (opaque Colour.black)
(0.0,0.0,0.0)

>>> alphaToHsl (opaque Colour.blue)
(240.0,1.0,0.5)

Ranges

Frequencies

>>> let a = arange 0 99 1

>>> scoreAtPercentile a 50
49.5

>>> interquartileRange demoData
2.5

>>> freedmanDiaconisBins demoData
2

General accessors

Grid

Plot options

Categorical options

Datasets

Tip lenses

Iris lenses

Lens operators

>>> execState (do _1 .= c; _2 .= d) (a,b)
(c,d)

>>> execState (both .= c) (a,b)
(c,c)

(.=) :: MonadState s m => Iso' s a       -> a -> m ()
(.=) :: MonadState s m => Lens' s a      -> a -> m ()
(.=) :: MonadState s m => Traversal' s a -> a -> m ()
(.=) :: MonadState s m => Setter' s a    -> a -> m ()