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#Copyright ReportLab Europe Ltd. 2000-2017 #see license.txt for license details #history https://hg.reportlab.com/hg-public/reportlab/log/tip/src/reportlab/graphics/charts/spider.py # spider chart, also known as radar chart __version__='3.3.0' __doc__="""Spider Chart Normal use shows variation of 5-10 parameters against some 'norm' or target. When there is more than one series, place the series with the largest numbers first, as it will be overdrawn by each successive one. """ import copy from math import sin, cos, pi from reportlab.lib import colors from reportlab.lib.validators import isColor, isNumber, isListOfNumbersOrNone,\ isListOfNumbers, isColorOrNone, isString,\ isListOfStringsOrNone, OneOf, SequenceOf,\ isBoolean, isListOfColors, isNumberOrNone,\ isNoneOrListOfNoneOrStrings, isTextAnchor,\ isNoneOrListOfNoneOrNumbers, isBoxAnchor,\ isStringOrNone, isStringOrNone, EitherOr,\ isCallable from reportlab.lib.attrmap import * from reportlab.pdfgen.canvas import Canvas from reportlab.graphics.shapes import Group, Drawing, Line, Rect, Polygon, PolyLine, Ellipse, \ Wedge, String, STATE_DEFAULTS from reportlab.graphics.widgetbase import Widget, TypedPropertyCollection, PropHolder from reportlab.graphics.charts.areas import PlotArea from reportlab.graphics.charts.legends import _objStr from reportlab.graphics.charts.piecharts import WedgeLabel from reportlab.graphics.widgets.markers import makeMarker, uSymbol2Symbol, isSymbol class StrandProperty(PropHolder): _attrMap = AttrMap( strokeWidth = AttrMapValue(isNumber,desc='width'), fillColor = AttrMapValue(isColorOrNone,desc='filling color'), strokeColor = AttrMapValue(isColorOrNone,desc='stroke color'), strokeDashArray = AttrMapValue(isListOfNumbersOrNone,desc='dashing pattern, e.g. (3,2)'), symbol = AttrMapValue(EitherOr((isStringOrNone,isSymbol)), desc='Widget placed at data points.',advancedUsage=1), symbolSize= AttrMapValue(isNumber, desc='Symbol size.',advancedUsage=1), name = AttrMapValue(isStringOrNone, desc='Name of the strand.'), ) def __init__(self): self.strokeWidth = 1 self.fillColor = None self.strokeColor = STATE_DEFAULTS["strokeColor"] self.strokeDashArray = STATE_DEFAULTS["strokeDashArray"] self.symbol = None self.symbolSize = 5 self.name = None class SpokeProperty(PropHolder): _attrMap = AttrMap( strokeWidth = AttrMapValue(isNumber,desc='width'), fillColor = AttrMapValue(isColorOrNone,desc='filling color'), strokeColor = AttrMapValue(isColorOrNone,desc='stroke color'), strokeDashArray = AttrMapValue(isListOfNumbersOrNone,desc='dashing pattern, e.g. (2,1)'), labelRadius = AttrMapValue(isNumber,desc='label radius',advancedUsage=1), visible = AttrMapValue(isBoolean,desc="True if the spoke line is to be drawn"), ) def __init__(self,**kw): self.strokeWidth = 0.5 self.fillColor = None self.strokeColor = STATE_DEFAULTS["strokeColor"] self.strokeDashArray = STATE_DEFAULTS["strokeDashArray"] self.visible = 1 self.labelRadius = 1.05 class SpokeLabel(WedgeLabel): def __init__(self,**kw): WedgeLabel.__init__(self,**kw) if '_text' not in list(kw.keys()): self._text = '' class StrandLabel(SpokeLabel): _attrMap = AttrMap(BASE=SpokeLabel, format = AttrMapValue(EitherOr((isStringOrNone,isCallable)),desc="Format for the label"), dR = AttrMapValue(isNumberOrNone,desc="radial shift for label"), ) def __init__(self,**kw): self.format = '' self.dR = 0 SpokeLabel.__init__(self,**kw) def _setupLabel(labelClass, text, radius, cx, cy, angle, car, sar, sty): L = labelClass() L._text = text L.x = cx + radius*car L.y = cy + radius*sar L._pmv = angle*180/pi L.boxAnchor = sty.boxAnchor L.dx = sty.dx L.dy = sty.dy L.angle = sty.angle L.boxAnchor = sty.boxAnchor L.boxStrokeColor = sty.boxStrokeColor L.boxStrokeWidth = sty.boxStrokeWidth L.boxFillColor = sty.boxFillColor L.strokeColor = sty.strokeColor L.strokeWidth = sty.strokeWidth L.leading = sty.leading L.width = sty.width L.maxWidth = sty.maxWidth L.height = sty.height L.textAnchor = sty.textAnchor L.visible = sty.visible L.topPadding = sty.topPadding L.leftPadding = sty.leftPadding L.rightPadding = sty.rightPadding L.bottomPadding = sty.bottomPadding L.fontName = sty.fontName L.fontSize = sty.fontSize L.fillColor = sty.fillColor return L class SpiderChart(PlotArea): _attrMap = AttrMap(BASE=PlotArea, data = AttrMapValue(None, desc='Data to be plotted, list of (lists of) numbers.'), labels = AttrMapValue(isListOfStringsOrNone, desc="optional list of labels to use for each data point"), startAngle = AttrMapValue(isNumber, desc="angle of first slice; like the compass, 0 is due North"), direction = AttrMapValue( OneOf('clockwise', 'anticlockwise'), desc="'clockwise' or 'anticlockwise'"), strands = AttrMapValue(None, desc="collection of strand descriptor objects"), spokes = AttrMapValue(None, desc="collection of spoke descriptor objects"), strandLabels = AttrMapValue(None, desc="collection of strand label descriptor objects"), spokeLabels = AttrMapValue(None, desc="collection of spoke label descriptor objects"), ) def makeSwatchSample(self, rowNo, x, y, width, height): baseStyle = self.strands styleIdx = rowNo % len(baseStyle) style = baseStyle[styleIdx] strokeColor = getattr(style, 'strokeColor', getattr(baseStyle,'strokeColor',None)) fillColor = getattr(style, 'fillColor', getattr(baseStyle,'fillColor',None)) strokeDashArray = getattr(style, 'strokeDashArray', getattr(baseStyle,'strokeDashArray',None)) strokeWidth = getattr(style, 'strokeWidth', getattr(baseStyle, 'strokeWidth',0)) symbol = getattr(style, 'symbol', getattr(baseStyle, 'symbol',None)) ym = y+height/2.0 if fillColor is None and strokeColor is not None and strokeWidth>0: bg = Line(x,ym,x+width,ym,strokeWidth=strokeWidth,strokeColor=strokeColor, strokeDashArray=strokeDashArray) elif fillColor is not None: bg = Rect(x,y,width,height,strokeWidth=strokeWidth,strokeColor=strokeColor, strokeDashArray=strokeDashArray,fillColor=fillColor) else: bg = None if symbol: symbol = uSymbol2Symbol(symbol,x+width/2.,ym,color) if bg: g = Group() g.add(bg) g.add(symbol) return g return symbol or bg def getSeriesName(self,i,default=None): '''return series name i or default''' return _objStr(getattr(self.strands[i],'name',default)) def __init__(self): PlotArea.__init__(self) self.data = [[10,12,14,16,14,12], [6,8,10,12,9,11]] self.labels = None # or list of strings self.labels = ['a','b','c','d','e','f'] self.startAngle = 90 self.direction = "clockwise" self.strands = TypedPropertyCollection(StrandProperty) self.spokes = TypedPropertyCollection(SpokeProperty) self.spokeLabels = TypedPropertyCollection(SpokeLabel) self.spokeLabels._text = None self.strandLabels = TypedPropertyCollection(StrandLabel) self.x = 10 self.y = 10 self.width = 180 self.height = 180 def demo(self): d = Drawing(200, 200) d.add(SpiderChart()) return d def normalizeData(self, outer = 0.0): """Turns data into normalized ones where each datum is < 1.0, and 1.0 = maximum radius. Adds 10% at outside edge by default""" data = self.data assert min(list(map(min,data))) >=0, "Cannot do spider plots of negative numbers!" norm = max(list(map(max,data))) norm *= (1.0+outer) if norm<1e-9: norm = 1.0 self._norm = norm return [[e/norm for e in row] for row in data] def _innerDrawLabel(self, sty, radius, cx, cy, angle, car, sar, labelClass=StrandLabel): "Draw a label for a given item in the list." fmt = sty.format value = radius*self._norm if not fmt: text = None elif isinstance(fmt,str): if fmt == 'values': text = sty._text else: text = fmt % value elif hasattr(fmt,'__call__'): text = fmt(value) else: raise ValueError("Unknown formatter type %s, expected string or function" % fmt) if text: dR = sty.dR if dR: radius += dR/self._radius L = _setupLabel(labelClass, text, radius, cx, cy, angle, car, sar, sty) if dR<0: L._anti = 1 else: L = None return L def draw(self): # normalize slice data g = self.makeBackground() or Group() xradius = self.width/2.0 yradius = self.height/2.0 self._radius = radius = min(xradius, yradius) cx = self.x + xradius cy = self.y + yradius data = self.normalizeData() self._seriesCount = len(data) n = len(data[0]) #labels if self.labels is None: labels = [''] * n else: labels = self.labels #there's no point in raising errors for less than enough errors if #we silently create all for the extreme case of no labels. i = n-len(labels) if i>0: labels = labels + ['']*i S = [] STRANDS = [] STRANDAREAS = [] syms = [] labs = [] csa = [] angle = self.startAngle*pi/180 direction = self.direction == "clockwise" and -1 or 1 angleBetween = direction*(2 * pi)/float(n) spokes = self.spokes spokeLabels = self.spokeLabels for i in range(n): car = cos(angle)*radius sar = sin(angle)*radius csa.append((car,sar,angle)) si = self.spokes[i] if si.visible: spoke = Line(cx, cy, cx + car, cy + sar, strokeWidth = si.strokeWidth, strokeColor=si.strokeColor, strokeDashArray=si.strokeDashArray) S.append(spoke) sli = spokeLabels[i] text = sli._text if not text: text = labels[i] if text: S.append(_setupLabel(WedgeLabel, text, si.labelRadius, cx, cy, angle, car, sar, sli)) angle += angleBetween # now plot the polygons rowIdx = 0 strands = self.strands strandLabels = self.strandLabels for row in data: # series plot rsty = strands[rowIdx] points = [] car, sar = csa[-1][:2] r = row[-1] points.append(cx+car*r) points.append(cy+sar*r) for i in range(n): car, sar, angle = csa[i] r = row[i] points.append(cx+car*r) points.append(cy+sar*r) L = self._innerDrawLabel(strandLabels[(rowIdx,i)], r, cx, cy, angle, car, sar, labelClass=StrandLabel) if L: labs.append(L) sty = strands[(rowIdx,i)] uSymbol = sty.symbol # put in a marker, if it needs one if uSymbol: s_x = cx+car*r s_y = cy+sar*r s_fillColor = sty.fillColor s_strokeColor = sty.strokeColor s_strokeWidth = sty.strokeWidth s_angle = 0 s_size = sty.symbolSize if type(uSymbol) is type(''): symbol = makeMarker(uSymbol, size = s_size, x = s_x, y = s_y, fillColor = s_fillColor, strokeColor = s_strokeColor, strokeWidth = s_strokeWidth, angle = s_angle, ) else: symbol = uSymbol2Symbol(uSymbol,s_x,s_y,s_fillColor) for k,v in (('size', s_size), ('fillColor', s_fillColor), ('x', s_x), ('y', s_y), ('strokeColor',s_strokeColor), ('strokeWidth',s_strokeWidth), ('angle',s_angle),): if getattr(symbol,k,None) is None: try: setattr(symbol,k,v) except: pass syms.append(symbol) # make up the 'strand' if rsty.fillColor: strand = Polygon(points) strand.fillColor = rsty.fillColor strand.strokeColor = None strand.strokeWidth = 0 STRANDAREAS.append(strand) if rsty.strokeColor and rsty.strokeWidth: strand = PolyLine(points) strand.strokeColor = rsty.strokeColor strand.strokeWidth = rsty.strokeWidth strand.strokeDashArray = rsty.strokeDashArray STRANDS.append(strand) rowIdx += 1 for s in (STRANDAREAS+STRANDS+syms+S+labs): g.add(s) return g def sample1(): "Make a simple spider chart" d = Drawing(400, 400) sp = SpiderChart() sp.x = 50 sp.y = 50 sp.width = 300 sp.height = 300 sp.data = [[10,12,14,16,14,12], [6,8,10,12,9,15],[7,8,17,4,12,8]] sp.labels = ['a','b','c','d','e','f'] sp.strands[0].strokeColor = colors.cornsilk sp.strands[1].strokeColor = colors.cyan sp.strands[2].strokeColor = colors.palegreen sp.strands[0].fillColor = colors.cornsilk sp.strands[1].fillColor = colors.cyan sp.strands[2].fillColor = colors.palegreen sp.spokes.strokeDashArray = (2,2) d.add(sp) return d def sample2(): "Make a spider chart with markers, but no fill" d = Drawing(400, 400) sp = SpiderChart() sp.x = 50 sp.y = 50 sp.width = 300 sp.height = 300 sp.data = [[10,12,14,16,14,12], [6,8,10,12,9,15],[7,8,17,4,12,8]] sp.labels = ['U','V','W','X','Y','Z'] sp.strands.strokeWidth = 1 sp.strands[0].fillColor = colors.pink sp.strands[1].fillColor = colors.lightblue sp.strands[2].fillColor = colors.palegreen sp.strands[0].strokeColor = colors.red sp.strands[1].strokeColor = colors.blue sp.strands[2].strokeColor = colors.green sp.strands.symbol = "FilledDiamond" sp.strands[1].symbol = makeMarker("Circle") sp.strands[1].symbol.strokeWidth = 0.5 sp.strands[1].symbol.fillColor = colors.yellow sp.strands.symbolSize = 6 sp.strandLabels[0,3]._text = 'special' sp.strandLabels[0,1]._text = 'one' sp.strandLabels[0,0]._text = 'zero' sp.strandLabels[1,0]._text = 'Earth' sp.strandLabels[2,2]._text = 'Mars' sp.strandLabels.format = 'values' sp.strandLabels.dR = -5 d.add(sp) return d if __name__=='__main__': d = sample1() from reportlab.graphics.renderPDF import drawToFile drawToFile(d, 'spider.pdf') d = sample2() drawToFile(d, 'spider2.pdf')