{-# LANGUAGE DeriveDataTypeable #-} {-# LANGUAGE ViewPatterns #-} {-# LANGUAGE FlexibleContexts #-} {-# LANGUAGE FlexibleInstances #-} {-# LANGUAGE MultiParamTypeClasses #-} {-# LANGUAGE RecordWildCards #-} {-# LANGUAGE TupleSections #-} {-# LANGUAGE TypeFamilies #-} {-# LANGUAGE UndecidableInstances #-} ----------------------------------------------------------------------------- -- | -- Module : Plots.Types.Bar -- Copyright : (C) 2015 Christopher Chalmers -- License : BSD-style (see the file LICENSE) -- Maintainer : Christopher Chalmers -- Stability : experimental -- Portability : non-portable -- -- A bar plot is a plot that presents data with rectangular bars with -- lengths proportional to the values that they represent. The bars can -- be plotted vertically or horizontally. -- -- <<diagrams/src_Plots_Types_Bar_multiBarExample.svg#diagram=multiBarExample&height=350>> -- -- (see 'multiBars' example for code to make this plot) -- ---------------------------------------------------------------------------- module Plots.Types.Bar ( -- * BarPlot BarPlot , barPlot , barPlot' , namedBarPlot , namedBarPlot' , floatingBarPlot -- * Bar layout , BarLayout , HasBarLayout (..) -- * Multi bars -- ** Adding to axis , multiBars , MultiBarState -- ** Multi bar types , groupedBars , groupedBars' , stackedBars , stackedEqualBars , runningBars -- ** Modify multi bars , onBars , labelBars -- * Low level constructors , mkBars , mkFloatingBars , mkRunningBars , mkStackedBars , mkStackedEqualBars , mkGroupedBars -- , barAxisLabels ) where import Control.Lens hiding (at, none, transform, ( # )) import Control.Monad.State import Data.Typeable import qualified Data.Foldable as F import Plots.Style import Plots.Types import Plots.Axis import Plots.Axis.Ticks import Plots.Axis.Labels import Plots.Util import qualified Data.List as List import Diagrams.Core.Transform (fromSymmetric) import Linear.V2 (_yx) import Diagrams.Prelude -- Single bar ---------------------------------------------------------- -- | Data for a single bar. The bar is drawn as -- -- @ -- fromCorners (V2 barPos (fst barBounds))) (V2 (barPos + barWidth) (snd barBounds)) -- @ -- -- for 'Horizontal' bars, flipped for 'Vertical'. This is a low level -- representation of a bar and is not intended to be used directly. -- | Construct a rectangle of size v with the bottom centre at point p. rectB :: (InSpace V2 n t, TrailLike t) => Point V2 n -> V2 n -> t rectB p (V2 x y) = trailLike $ fromOffsets [V2 x 0, V2 0 y, V2 (-x) 0] # closeTrail `at` p .-^ V2 (x/2) 0 ------------------------------------------------------------------------ -- Bar layout ------------------------------------------------------------------------ -- | The way an individual bar plot or a group of bars plots are laid -- out on the axis. data BarLayout n = BarLayout { bOrient :: Orientation , bWidth :: n , bSpacing :: n , bStart :: n } deriving Typeable instance Fractional n => Default (BarLayout n) where def = BarLayout Horizontal 0.8 1 1 type instance N (BarLayout n) = n instance HasOrientation (BarLayout n) where orientation = lens bOrient (\bl o -> bl {bOrient = o}) -- | Class of things that have a modifiable 'BarLayout'. class HasOrientation a => HasBarLayout a where -- | Lens onto the 'BarLayout' barLayout :: Lens' a (BarLayout (N a)) -- | The width bar for single / stacked bars or the width of a group -- for grouped bar plot. -- -- Default is @0.8@ barWidth :: Lens' a (N a) barWidth = barLayout . lens bWidth (\bl w -> bl {bWidth = w}) -- | The spacing between each bar or group of bars. -- -- Default is @1@ barSpacing :: Lens' a (N a) barSpacing = barLayout . lens bSpacing (\bl s -> bl {bSpacing = s}) -- | The distance from the axis to centre of the first bar. -- -- Default is @1@ barStart :: Lens' a (N a) barStart = barLayout . lens bStart (\bl x -> bl {bStart = x}) instance HasBarLayout (BarLayout n) where barLayout = id instance HasBarLayout a => HasBarLayout (Plot a b) where barLayout = rawPlot . barLayout ------------------------------------------------------------------------ -- Bar plot type ------------------------------------------------------------------------ -- | A bar plot for a single set of bars. Multi-bar plots are achieved -- by having multiple 'BarPlot's. Each bar plot corresponds to a -- single legend entry. To get multiple bar entries/colours, use -- multiple 'BarPlots' -- A 'BarPlot' is not intended to be constructed directly, instead use -- one of the helper functions. data BarPlot n = BarPlot { bpData :: [(n,n)] , bpLayout :: BarLayout n } deriving Typeable type instance V (BarPlot n) = V2 type instance N (BarPlot n) = n instance HasOrientation (BarPlot n) where orientation = barLayout . orientation instance OrderedField n => Enveloped (BarPlot n) where getEnvelope BarPlot {..} = getEnvelope . orient bpLayout _reflectXY id . (id :: Path v n -> Path v n) $ ifoldMap drawBar bpData where drawBar i (a,b) = rectB (mkP2 x a) (V2 (view barWidth bpLayout) (b - a)) where x = view barStart bpLayout + fromIntegral i * view barSpacing bpLayout instance (TypeableFloat n, Renderable (Path V2 n) b) => Plotable (BarPlot n) b where renderPlotable s sty BarPlot {..} = ifoldMap drawBar bpData # orient bpLayout _reflectXY id # applyAreaStyle sty # transform (s^.specTrans) where drawBar i (a,b) = rectB (mkP2 x a) (V2 (view barWidth bpLayout) (b - a)) where x = view barStart bpLayout + fromIntegral i * view barSpacing bpLayout defLegendPic sty BarPlot {..} = centerXY . applyAreaStyle sty' . orient bpLayout _reflectXY id $ d where -- Multiple bars get two bars next to each other for the legend. A -- single bar only gets one bar in the legend. d | has (ix 1) bpData = alignB (rect 4 7) ||| strutX 3 ||| alignB (rect 4 10) | otherwise = rect 4 10 -- The legend bars don't look right if the line width is too big so we limit it sty' = sty & areaStyle . _lw %~ atMost (local 0.8) instance HasBarLayout (BarPlot n) where barLayout = lens bpLayout (\bp l -> bp {bpLayout = l}) ------------------------------------------------------------------------ -- Constructing bar plots ------------------------------------------------------------------------ -- | Create equidistant bars using the values. mkBars :: (F.Foldable f, Num n) => BarLayout n -> f n -> BarPlot n mkBars bl (F.toList -> ns) = mkFloatingBars bl (map (0,) ns) -- | Create equidistant bars with lower and upper bounds for each bar. mkFloatingBars :: F.Foldable f => BarLayout n -> f (n,n) -> BarPlot n mkFloatingBars bl (F.toList -> ns) = BarPlot { bpData = ns , bpLayout = bl } -- | Create uniform bars from groups of data, placing one group after -- the other. mkRunningBars :: Num n => BarLayout n -> [[(n,n)]] -> [BarPlot n] mkRunningBars bl = snd . foldr f (view barStart bl, []) where f d (x, bs) = (x + dx, mkFloatingBars bl {bStart = x} d : bs) where dx = view barSpacing bl * fromIntegral (length d) -- | Create uniform bars from groups of data, placing one on top of the -- other. The first list will be the same as @mkUniformBars opts (map -- (0,) ys)@, subsequent lists will be placed on top. mkStackedBars :: Num n => BarLayout n -> [[n]] -- values -> [BarPlot n] mkStackedBars bl = snd . List.mapAccumR f (repeat 0) where -- y0s are the base values for this set of bars, these accumulate -- for each set of data f y0s ys = (y1s, mkFloatingBars bl ds) where y1s = liftU2 (+) y0s ys ds = zipWith (\y0 y -> (y0, y0 + y)) y0s ys -- | Similar to 'mkMultiStacked' but stack has the same height. mkStackedEqualBars :: Fractional n => n -- ^ value each bar reaches -> BarLayout n -> [[n]] -- ^ values -> [BarPlot n] mkStackedEqualBars yM bl yss = mkStackedBars bl yss' where -- Multiplier for each bar to reach the desired height. ms = map (\ys -> yM / sum ys) $ List.transpose yss -- Normalise each data set by multiplying it with the normalising -- factor. yss' = map (zipWith (*) ms) yss -- | Make bars that are grouped together. Each group of bars is treated -- as a single bar when using the 'BarPlotsOpts'. There is an addition -- parameter to adjust the width of each individual bar. mkGroupedBars :: Fractional n => n -- ^ width factor of individual bars (1 = touching) -> BarLayout n -> [[n]] -> [BarPlot n] mkGroupedBars w bl xs = flip imap xs $ \i ns -> mkBars bl { bStart = start' + width' * fromIntegral i , bWidth = width' * w } ns where n = fromIntegral $ length xs -- start' is such that middle of the middle bar is now at -- barOptsStart bo start' = bStart bl - (n - 1) * width' / 2 width' = bWidth bl / n -- temporary functions that will be in next lib release _reflectionXY :: (Additive v, R2 v, Num n) => Transformation v n _reflectionXY = fromSymmetric $ (_xy %~ view _yx) <-> (_xy %~ view _yx) _reflectXY :: (InSpace v n t, R2 v, Transformable t) => t -> t _reflectXY = transform _reflectionXY ---------------------------------------------------------------------------------- -- Single bar state API ---------------------------------------------------------------------------------- -- | A add 'BarPlot' to an 'Axis'. -- -- === __Example__ -- -- <<diagrams/src_Plots_Types_Bar_barExample.svg#diagram=barExample&height=400>> -- -- > import Plots -- > barAxis :: Axis B V2 Double -- > barAxis = r2Axis &~ do -- > yMin ?= 0 -- > hide majorGridLines -- > barPlot [13.5, 3.0, 6.9, 7.2, 4.6] $ do -- > vertical .= True -- > barWidth //= 2 -- -- > barExample = renderAxis barAxis barPlot :: (MonadState (Axis b V2 n) m, Plotable (BarPlot n) b, F.Foldable f) => f n -- ^ bar heights -> State (Plot (BarPlot n) b) () -- ^ changes to the bars -> m () -- ^ changes to the 'Axis' barPlot ns = addPlotable (mkBars def ns) -- | Simple version of 'barPlot' without any modification to the 'Plot'. -- -- === __Example__ -- -- <<diagrams/src_Plots_Types_Bar_barExample'.svg#diagram=barExample'&height=400>> -- -- > import Plots -- > barAxis' :: Axis B V2 Double -- > barAxis' = r2Axis &~ do -- > xMin ?= 0 -- > hide (yAxis . majorGridLines) -- > barPlot' [13.5, 3.0, 6.9, 7.2, 4.6] -- -- > barExample' = renderAxis barAxis' barPlot' :: (MonadState (Axis b V2 n) m, Plotable (BarPlot n) b, F.Foldable f) => f n -- ^ bar heights -> m () -- ^ changes to the 'Axis' barPlot' ns = addPlotable' (mkBars def ns) -- | A add 'BarPlot' to an 'Axis' while naming the bars. -- -- === __Example__ -- -- <<diagrams/src_Plots_Types_Bar_namedBarExample.svg#diagram=namedBarExample&height=400>> -- -- > import Plots -- > namedBarAxis :: Axis B V2 Double -- > namedBarAxis = r2Axis &~ do -- > yMin ?= 0 -- > hide (xAxis . majorGridLines) -- > namedBarPlot [("eggs", 12), ("bacon", 5), ("sausage", 9), ("beans", 3)] $ do -- > vertical .= True -- > barWidth //= 2 -- > -- > namedBarExample = renderAxis namedBarAxis namedBarPlot :: (MonadState (Axis b V2 n) m, Plotable (BarPlot n) b, F.Foldable f) => f (String,n) -- ^ bar heights with name -> State (Plot (BarPlot n) b) () -- ^ changes to the bars -> m () -- ^ changes to the 'Axis' namedBarPlot d s = do addPlot bp barLayoutAxisLabels (bp ^. barLayout) nms where (nms, xs) = unzip $ F.toList d bp = mkPlot (mkBars def xs) & execState s -- | Simple version of 'namedBarPlot' without any modification to the 'Plot'. -- -- === __Example__ -- -- <<diagrams/src_Plots_Types_Bar_namedBarExample'.svg#diagram=namedBarExample'&height=400>> -- -- > import Plots -- > namedBarAxis' :: Axis B V2 Double -- > namedBarAxis' = r2Axis &~ do -- > xMin ?= 0 -- > hide majorGridLines -- > namedBarPlot' [("eggs", 12), ("bacon", 5), ("sausage", 9), ("beans", 3)] -- -- > namedBarExample' = renderAxis namedBarAxis' namedBarPlot' :: (MonadState (Axis b V2 n) m, Plotable (BarPlot n) b, F.Foldable f) => f (String,n) -- ^ bar heights with name -> m () -- ^ add plot to the 'Axis' namedBarPlot' ns = namedBarPlot ns (return ()) -- | Same as 'barPlot' but with lower and upper bounds for the bars. floatingBarPlot :: (MonadState (Axis b V2 n) m, Plotable (BarPlot n) b, F.Foldable f) => f (n,n) -- ^ bar limits -> State (Plot (BarPlot n) b) () -- ^ changes to the bars -> m () floatingBarPlot ns = addPlotable (mkFloatingBars def ns) ------------------------------------------------------------------------ -- Multi bar state API ------------------------------------------------------------------------ -- Multi bar state ----------------------------------------------------- -- | The 'MultiBarState' is used to set the various options available -- when building multiple bar plots together. The main functions used -- to modify this state: -- -- * To choose the way the bars are grouped together choose one of -- -- * 'groupedBars' - Together in grouped (the default) -- * 'stackedBars' - On on top of another -- * 'stackedEqualBars' - 'stackedBars' with the same height -- * 'runningBars' - each group of bars follows the last -- -- * Modify the 'PlotOptions' and 'PlotStyle' of groups of bars with -- 'onBars'. -- -- * Modify the layout of the (groups of) bars with -- -- * 'orientation' - Horizontal or vertical bars -- * 'barWidth' - Width of each (group of) bar(s) -- * 'barSpacing' - Space between each (group of) bar(s) -- * 'barStart' - Start of centre of first bar -- -- * Add labels to each (group of) bars with 'labelBars'. -- data MultiBarState b n a = MultiBarState { mbsLayout :: BarLayout n -- ^ options for building bar plots , mbsMods :: [(a, Endo (PlotMods b V2 n))] -- ^ the data along with an adjustment to the plot properties , mbsLabels :: [String] -- ^ labels to be placed at the bottom of each bar , mbsBarFun :: BarLayout n -> [[n]] -> [BarPlot n] -- ^ function used to build bar plots } type instance N (MultiBarState b n a) = n instance HasOrientation (MultiBarState b n a) where orientation = barLayout . orientation instance HasBarLayout (MultiBarState b n a) where barLayout = lens mbsLayout (\mbs l -> mbs {mbsLayout = l}) -- > import Plots -- -- > groupedExample s = r2Axis &~ do -- > yMin ?= 0 -- > hide (xAxis . majorGridLines) -- > xLabel .= "breakfast item" -- > hide minorTicks -- > multiBars sortedData snd $ do -- > vertical .= True -- > barWidth //= 2 -- > labelBars (map fst breakfastData) -- > onBars $ \(nm,_) -> key nm -- > s -- > -- > -- show y values without decimal point -- > yAxis . tickLabelFunction .= atMajorTicks (show . round) -- > -- we should really force all major ticks to like on integers too -- -- > groupedBarsExample = renderAxis $ groupedExample groupedBars -- > groupedBarsExample' = renderAxis $ groupedExample (groupedBars' 0.7) -- > stackedBarsExample = renderAxis $ groupedExample stackedBars -- > stackedEqualBarsExample = renderAxis $ groupedExample (stackedEqualBars 10) -- > runningBarsExample = renderAxis $ groupedExample $ do -- > runningBars -- > labelBars (map fst breakfastData ++ map fst breakfastData) -- Adding to axis ------------------------------------------------------ multiFun :: Lens' (MultiBarState b n a) (BarLayout n -> [[n]] -> [BarPlot n]) multiFun = lens mbsBarFun (\mbs f -> mbs {mbsBarFun = f}) -- | Bars that are grouped together such that each group is a single -- 'barWidth'. The bars in a group are touching, see groupedBars' to -- reduce the width of individual bars. -- -- === __Example__ -- -- <<diagrams/src_Plots_Types_Bar_groupedBarsExample.svg#diagram=groupedBarsExample&height=400>> groupedBars :: Fractional n => State (MultiBarState b n a) () groupedBars = groupedBars' 1 -- | Bars that are grouped together such that each group is a single -- 'barWidth'. The parameter is the multiplier for the width of -- individual bars, where @'groupedBars' 1 = groupedBars@ corresponds -- to bars in a group touching. reduce the width of individual bars. -- -- === __Example__ -- -- <<diagrams/src_Plots_Types_Bar_groupedBarsExample'.svg#diagram=groupedBarsExample'&height=400>> -- groupedBars' :: Fractional n => n -> State (MultiBarState b n a) () groupedBars' n = multiFun .= mkGroupedBars n -- | Bars stacked on top of each other. -- -- === __Example__ -- -- <<diagrams/src_Plots_Types_Bar_stackedBarsExample.svg#diagram=stackedBarsExample&height=400>> -- stackedBars :: Num n => State (MultiBarState b n a) () stackedBars = multiFun .= mkStackedBars -- | Bars stacked on top of each other where every bar is the given -- height. -- -- -- === __Example__ -- -- <<diagrams/src_Plots_Types_Bar_stackedEqualBarsExample.svg#diagram=stackedEqualBarsExample&height=400>> -- stackedEqualBars :: Fractional n => n -> State (MultiBarState b n a) () stackedEqualBars n = multiFun .= mkStackedEqualBars n -- | Normal 'bars' where each data set follows the last. -- -- === __Example__ -- -- <<diagrams/src_Plots_Types_Bar_runningBarsExample.svg#diagram=runningBarsExample&height=400>> -- runningBars :: Num n => State (MultiBarState b n a) () runningBars = multiFun .= \l xs -> mkRunningBars l (map (map (0,)) xs) -- | Construct multiple bars, grouped together. See 'MultiBarState' for -- details on how to customise how the bars are drawn. -- -- === __Example__ -- -- <<diagrams/src_Plots_Types_Bar_multiBarExample.svg#diagram=multiBarExample&height=400>> -- -- > import Plots -- > breakfastData :: [(String, V2 Double)] -- > breakfastData = [("eggs", V2 7 5), ("bacon", V2 5 4), ("sausage", V2 2 7), ("beans", V2 2 1)] -- -- > sortedData = [ ("girls", breakfastData^..each._2._x) -- > , ("boys", breakfastData^..each._2._y) -- > ] -- -- > multiBarAxis :: Axis B V2 Double -- > multiBarAxis = r2Axis &~ do -- > yMin ?= 0 -- > hide (xAxis . majorGridLines) -- > hide minorTicks -- > xLabel .= "breakfast item" -- > multiBars sortedData snd $ do -- > vertical .= True -- > barWidth //= 2 -- > labelBars (map fst breakfastData) -- > onBars $ \(nm,_) -> key nm -- > -- > -- show y values without decimal point -- > yAxis . tickLabelFunction .= atMajorTicks (show . round) -- > -- we should really force all major ticks to like on integers too -- -- > multiBarExample = renderAxis multiBarAxis multiBars :: (MonadState (Axis b V2 n) m, Plotable (BarPlot n) b, F.Foldable f, F.Foldable g) => f a -- ^ data for multi plot -> (a -> g n) -- ^ extract bar heights from each data set -> State (MultiBarState b n a) () -- ^ state to make changes to the plot -> m () -- ^ changes to the 'Axis' multiBars (F.toList -> as) f st = do -- add the plots F.forM_ propertiedBars $ \(b,endo) -> addPlotable b $ plotMods %= appEndo endo -- label bars on axis if necessary barLayoutAxisLabels (bs ^. barLayout) (bs ^. labels) where -- bars propertiedBars = zip barPlots endos barPlots = mbsBarFun bs (bs ^. barLayout) $ map (F.toList . f) as -- data and modifiers endos = mbsMods bs ^.. each . _2 -- bar state bs = execState st bs0 bs0 = MultiBarState { mbsLayout = def , mbsMods = map (\a -> (a, mempty)) as , mbsLabels = [] , mbsBarFun = mkGroupedBars 1 } -- | Place labels under the centre of each bar using the 'BarLayout' by -- changing that 'axisTickLabels', using the provided string in order. barLayoutAxisLabels :: (MonadState (Axis b V2 n) m, Fractional n) => BarLayout n -> [String] -> m () barLayoutAxisLabels bl ls = unless (null ls) $ axes . orient bl _y _x &= do majorTickPositions .= xs minorTicks . visible .= False tickLabelPositions .= zip xs ls where xs = map ((+ view barStart bl) . (* view barSpacing bl) . fromIntegral) [0 .. length ls - 1] -- | Given the data for the bar, modify the properties for the bar that -- uses that data. -- -- Some common functions to use on the 'PlotMods': -- -- * 'plotColour' - change the colour of the bars -- -- * 'areaStyle' - modify the style of the bars -- -- * 'key' - add a legend entry for that group of bars -- onBars :: (a -> State (PlotMods b V2 n) ()) -- ^ Modifier the 'PlotOptions' and 'PlotStyle' for the bars -- associated with the data from @a@. -> State (MultiBarState b n a) () -- ^ Changes to each data set when executing 'multiBars'. onBars f = mods . mapped %= \(a, endo) -> (a, endo <> Endo (execState (f a))) where mods = lens mbsMods (\bs d -> bs {mbsMods = d}) class HasLabels a where labels :: Lens' a [String] instance HasLabels (MultiBarState b n a) where labels = lens mbsLabels (\mbs ls -> mbs {mbsLabels = ls}) -- | Labels to use for each bar (or group of bars) along the axis. labelBars :: HasLabels a => [String] -> State a () labelBars xs = labels .= xs