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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/linecharts.py __version__='3.3.0' __doc__="""This modules defines a very preliminary Line Chart example.""" from reportlab.lib import colors from reportlab.lib.validators import isNumber, isNumberOrNone, isColorOrNone, \ isListOfStringsOrNone, isBoolean, NoneOr, \ isListOfNumbersOrNone, isStringOrNone, OneOf, Percentage from reportlab.lib.attrmap import * from reportlab.lib.utils import flatten from reportlab.graphics.widgetbase import TypedPropertyCollection, PropHolder, tpcGetItem from reportlab.graphics.shapes import Line, Rect, Group, Drawing, Polygon, PolyLine from reportlab.graphics.widgets.signsandsymbols import NoEntry from reportlab.graphics.charts.axes import XCategoryAxis, YValueAxis from reportlab.graphics.charts.textlabels import Label from reportlab.graphics.widgets.markers import uSymbol2Symbol, isSymbol, makeMarker from reportlab.graphics.charts.areas import PlotArea from reportlab.graphics.charts.legends import _objStr from .utils import FillPairedData class LineChartProperties(PropHolder): _attrMap = AttrMap( strokeWidth = AttrMapValue(isNumber, desc='Width of a line.'), strokeColor = AttrMapValue(isColorOrNone, desc='Color of a line or border.'), fillColor = AttrMapValue(isColorOrNone, desc='fill color of a bar.'), strokeDashArray = AttrMapValue(isListOfNumbersOrNone, desc='Dash array of a line.'), symbol = AttrMapValue(NoneOr(isSymbol), desc='Widget placed at data points.',advancedUsage=1), shader = AttrMapValue(None, desc='Shader Class.',advancedUsage=1), filler = AttrMapValue(None, desc='Filler Class.',advancedUsage=1), name = AttrMapValue(isStringOrNone, desc='Name of the line.'), lineStyle = AttrMapValue(NoneOr(OneOf('line','joinedLine','bar')), desc="What kind of plot this line is",advancedUsage=1), barWidth = AttrMapValue(isNumberOrNone,desc="Percentage of available width to be used for a bar",advancedUsage=1), inFill = AttrMapValue(isBoolean, desc='If true flood fill to x axis',advancedUsage=1), ) class AbstractLineChart(PlotArea): def makeSwatchSample(self,rowNo, x, y, width, height): baseStyle = self.lines styleIdx = rowNo % len(baseStyle) style = baseStyle[styleIdx] color = style.strokeColor yh2 = y+height/2. lineStyle = getattr(style,'lineStyle',None) if lineStyle=='bar': dash = getattr(style, 'strokeDashArray', getattr(baseStyle,'strokeDashArray',None)) strokeWidth= getattr(style, 'strokeWidth', getattr(style, 'strokeWidth',None)) L = Rect(x,y,width,height,strokeWidth=strokeWidth,strokeColor=color,strokeLineCap=0,strokeDashArray=dash,fillColor=getattr(style,'fillColor',color)) elif self.joinedLines or lineStyle=='joinedLine': dash = getattr(style, 'strokeDashArray', getattr(baseStyle,'strokeDashArray',None)) strokeWidth= getattr(style, 'strokeWidth', getattr(style, 'strokeWidth',None)) L = Line(x,yh2,x+width,yh2,strokeColor=color,strokeLineCap=0) if strokeWidth: L.strokeWidth = strokeWidth if dash: L.strokeDashArray = dash else: L = None if hasattr(style, 'symbol'): S = style.symbol elif hasattr(baseStyle, 'symbol'): S = baseStyle.symbol else: S = None if S: S = uSymbol2Symbol(S,x+width/2.,yh2,color) if S and L: g = Group() g.add(L) g.add(S) return g return S or L def getSeriesName(self,i,default=None): '''return series name i or default''' return _objStr(getattr(self.lines[i],'name',default)) class LineChart(AbstractLineChart): pass # This is conceptually similar to the VerticalBarChart. # Still it is better named HorizontalLineChart... :-/ class HorizontalLineChart(LineChart): """Line chart with multiple lines. A line chart is assumed to have one category and one value axis. Despite its generic name this particular line chart class has a vertical value axis and a horizontal category one. It may evolve into individual horizontal and vertical variants (like with the existing bar charts). Available attributes are: x: x-position of lower-left chart origin y: y-position of lower-left chart origin width: chart width height: chart height useAbsolute: disables auto-scaling of chart elements (?) lineLabelNudge: distance of data labels to data points lineLabels: labels associated with data values lineLabelFormat: format string or callback function groupSpacing: space between categories joinedLines: enables drawing of lines strokeColor: color of chart lines (?) fillColor: color for chart background (?) lines: style list, used cyclically for data series valueAxis: value axis object categoryAxis: category axis object categoryNames: category names data: chart data, a list of data series of equal length """ _attrMap = AttrMap(BASE=LineChart, useAbsolute = AttrMapValue(isNumber, desc='Flag to use absolute spacing values.',advancedUsage=1), lineLabelNudge = AttrMapValue(isNumber, desc='Distance between a data point and its label.',advancedUsage=1), lineLabels = AttrMapValue(None, desc='Handle to the list of data point labels.'), lineLabelFormat = AttrMapValue(None, desc='Formatting string or function used for data point labels.'), lineLabelArray = AttrMapValue(None, desc='explicit array of line label values, must match size of data if present.'), groupSpacing = AttrMapValue(isNumber, desc='? - Likely to disappear.'), joinedLines = AttrMapValue(isNumber, desc='Display data points joined with lines if true.'), lines = AttrMapValue(None, desc='Handle of the lines.'), valueAxis = AttrMapValue(None, desc='Handle of the value axis.'), categoryAxis = AttrMapValue(None, desc='Handle of the category axis.'), categoryNames = AttrMapValue(isListOfStringsOrNone, desc='List of category names.'), data = AttrMapValue(None, desc='Data to be plotted, list of (lists of) numbers.'), inFill = AttrMapValue(isBoolean, desc='Whether infilling should be done.',advancedUsage=1), reversePlotOrder = AttrMapValue(isBoolean, desc='If true reverse plot order.',advancedUsage=1), annotations = AttrMapValue(None, desc='list of callables, will be called with self, xscale, yscale.',advancedUsage=1), ) def __init__(self): LineChart.__init__(self) # Allow for a bounding rectangle. self.strokeColor = None self.fillColor = None # Named so we have less recoding for the horizontal one :-) self.categoryAxis = XCategoryAxis() self.valueAxis = YValueAxis() # This defines two series of 3 points. Just an example. self.data = [(100,110,120,130), (70, 80, 80, 90)] self.categoryNames = ('North','South','East','West') self.lines = TypedPropertyCollection(LineChartProperties) self.lines.strokeWidth = 1 self.lines[0].strokeColor = colors.red self.lines[1].strokeColor = colors.green self.lines[2].strokeColor = colors.blue # control spacing. if useAbsolute = 1 then # the next parameters are in points; otherwise # they are 'proportions' and are normalized to # fit the available space. self.useAbsolute = 0 #- not done yet self.groupSpacing = 1 #5 self.lineLabels = TypedPropertyCollection(Label) self.lineLabelFormat = None self.lineLabelArray = None # This says whether the origin is above or below # the data point. +10 means put the origin ten points # above the data point if value > 0, or ten # points below if data value < 0. This is different # to label dx/dy which are not dependent on the # sign of the data. self.lineLabelNudge = 10 # If you have multiple series, by default they butt # together. # New line chart attributes. self.joinedLines = 1 # Connect items with straight lines. self.inFill = 0 self.reversePlotOrder = 0 def demo(self): """Shows basic use of a line chart.""" drawing = Drawing(200, 100) data = [ (13, 5, 20, 22, 37, 45, 19, 4), (14, 10, 21, 28, 38, 46, 25, 5) ] lc = HorizontalLineChart() lc.x = 20 lc.y = 10 lc.height = 85 lc.width = 170 lc.data = data lc.lines.symbol = makeMarker('Circle') drawing.add(lc) return drawing def calcPositions(self): """Works out where they go. Sets an attribute _positions which is a list of lists of (x, y) matching the data. """ self._seriesCount = len(self.data) self._rowLength = max(list(map(len,self.data))) if self.useAbsolute: # Dimensions are absolute. normFactor = 1.0 else: # Dimensions are normalized to fit. normWidth = self.groupSpacing availWidth = self.categoryAxis.scale(0)[1] normFactor = availWidth / normWidth self._normFactor = normFactor self._yzero = yzero = self.valueAxis.scale(0) self._hngs = hngs = 0.5 * self.groupSpacing * normFactor pairs = set() P = [].append cscale = self.categoryAxis.scale vscale = self.valueAxis.scale data = self.data n = len(data) for rowNo,row in enumerate(data): if isinstance(row, FillPairedData): other = row.other if 0<=other<n: if other==rowNo: raise ValueError('data row %r may not be paired with itself' % rowNo) t = (rowNo,other) pairs.add((min(t),max(t))) else: raise ValueError('data row %r is paired with invalid data row %r' % (rowNo, other)) line = [].append for colNo,datum in enumerate(row): if datum is not None: groupX, groupWidth = cscale(colNo) x = groupX + hngs y = yzero height = vscale(datum) - y line((x, y+height)) P(line.__self__) P = P.__self__ #if there are some paired lines we ensure only one is created for rowNo, other in pairs: P[rowNo] = FillPairedData(P[rowNo],other) self._pairInFills = len(pairs) self._positions = P def _innerDrawLabel(self, rowNo, colNo, x, y): "Draw a label for a given item in the list." labelFmt = self.lineLabelFormat labelValue = self.data[rowNo][colNo] if labelFmt is None: labelText = None elif type(labelFmt) is str: if labelFmt == 'values': try: labelText = self.lineLabelArray[rowNo][colNo] except: labelText = None else: labelText = labelFmt % labelValue elif hasattr(labelFmt,'__call__'): labelText = labelFmt(labelValue) else: raise ValueError("Unknown formatter type %s, expected string or function"%labelFmt) if labelText: label = self.lineLabels[(rowNo, colNo)] if not label.visible: return # Make sure labels are some distance off the data point. if y > 0: label.setOrigin(x, y + self.lineLabelNudge) else: label.setOrigin(x, y - self.lineLabelNudge) label.setText(labelText) else: label = None return label def drawLabel(self, G, rowNo, colNo, x, y): '''Draw a label for a given item in the list. G must have an add method''' G.add(self._innerDrawLabel(rowNo,colNo,x,y)) def makeLines(self): g = Group() labelFmt = self.lineLabelFormat P = self._positions if self.reversePlotOrder: P.reverse() lines = self.lines styleCount = len(lines) _inFill = self.inFill if (_inFill or self._pairInFills or [rowNo for rowNo in range(len(P)) if getattr(lines[rowNo%styleCount],'inFill',False)] ): inFillY = self.categoryAxis._y inFillX0 = self.valueAxis._x inFillX1 = inFillX0 + self.categoryAxis._length inFillG = getattr(self,'_inFillG',g) yzero = self._yzero bypos = None # Iterate over data rows. for rowNo, row in enumerate(reversed(P) if self.reversePlotOrder else P): styleIdx = rowNo % styleCount rowStyle = lines[styleIdx] strokeColor = rowStyle.strokeColor fillColor = getattr(rowStyle,'fillColor',strokeColor) inFill = getattr(rowStyle,'inFill',_inFill) dash = getattr(rowStyle, 'strokeDashArray', None) lineStyle = getattr(rowStyle,'lineStyle',None) if hasattr(rowStyle, 'strokeWidth'): strokeWidth = rowStyle.strokeWidth elif hasattr(lines, 'strokeWidth'): strokeWidth = lines.strokeWidth else: strokeWidth = None # Iterate over data columns. if lineStyle=='bar': if bypos is None: x = self.valueAxis bypos = max(x._y,yzero) byneg = min(x._y+x._length,yzero) barWidth = getattr(rowStyle,'barWidth',Percentage(50)) if isinstance(barWidth,Percentage): hbw = self._hngs*barWidth*0.01 else: hbw = barWidth*0.5 for x, y in row: _y0 = byneg if y<yzero else bypos g.add(Rect(x-hbw,_y0,2*hbw,y-_y0,strokeWidth=strokeWidth,strokeColor=strokeColor,fillColor=fillColor)) elif self.joinedLines or lineStyle=='joinedLine': points = flatten(row) if inFill or isinstance(row,FillPairedData): filler = getattr(rowStyle, 'filler', None) if isinstance(row,FillPairedData): fpoints = points + flatten(reversed(P[row.other])) else: fpoints = [inFillX0,inFillY] + points + [inFillX1,inFillY] if filler: filler.fill(self,inFillG,rowNo,fillColor,fpoints) else: inFillG.add(Polygon(fpoints,fillColor=fillColor,strokeColor=strokeColor if strokeColor==fillColor else None,strokeWidth=strokeWidth or 0.1)) if not inFill or inFill==2 or strokeColor!=fillColor: line = PolyLine(points,strokeColor=strokeColor,strokeLineCap=0,strokeLineJoin=1) if strokeWidth: line.strokeWidth = strokeWidth if dash: line.strokeDashArray = dash g.add(line) if hasattr(rowStyle, 'symbol'): uSymbol = rowStyle.symbol elif hasattr(lines, 'symbol'): uSymbol = lines.symbol else: uSymbol = None if uSymbol: for colNo,(x,y) in enumerate(row): symbol = uSymbol2Symbol(tpcGetItem(uSymbol,colNo),x,y,rowStyle.strokeColor) if symbol: g.add(symbol) # Draw item labels. for colNo, (x, y) in enumerate(row): self.drawLabel(g, rowNo, colNo, x, y) return g def draw(self): "Draws itself." vA, cA = self.valueAxis, self.categoryAxis vA.setPosition(self.x, self.y, self.height) if vA: vA.joinAxis = cA if cA: cA.joinAxis = vA vA.configure(self.data) # If zero is in chart, put x axis there, otherwise # use bottom. xAxisCrossesAt = vA.scale(0) if ((xAxisCrossesAt > self.y + self.height) or (xAxisCrossesAt < self.y)): y = self.y else: y = xAxisCrossesAt cA.setPosition(self.x, y, self.width) cA.configure(self.data) self.calcPositions() g = Group() g.add(self.makeBackground()) if self.inFill: self._inFillG = Group() g.add(self._inFillG) g.add(cA) g.add(vA) cAdgl = getattr(cA,'drawGridLast',False) vAdgl = getattr(vA,'drawGridLast',False) if not cAdgl: cA.makeGrid(g,parent=self,dim=vA.getGridDims) if not vAdgl: vA.makeGrid(g,parent=self,dim=cA.getGridDims) g.add(self.makeLines()) if cAdgl: cA.makeGrid(g,parent=self,dim=vA.getGridDims) if vAdgl: vA.makeGrid(g,parent=self,dim=cA.getGridDims) for a in getattr(self,'annotations',()): g.add(a(self,cA.scale,vA.scale)) return g def _fakeItemKey(a): '''t, z0, z1, x, y = a[:5]''' return (-a[1],a[3],a[0],-a[4]) class _FakeGroup: def __init__(self): self._data = [] def add(self,what): if what: self._data.append(what) def value(self): return self._data def sort(self): self._data.sort(key=_fakeItemKey) #for t in self._data: print t class HorizontalLineChart3D(HorizontalLineChart): _attrMap = AttrMap(BASE=HorizontalLineChart, theta_x = AttrMapValue(isNumber, desc='dx/dz'), theta_y = AttrMapValue(isNumber, desc='dy/dz'), zDepth = AttrMapValue(isNumber, desc='depth of an individual series'), zSpace = AttrMapValue(isNumber, desc='z gap around series'), ) theta_x = .5 theta_y = .5 zDepth = 10 zSpace = 3 def calcPositions(self): HorizontalLineChart.calcPositions(self) nSeries = self._seriesCount zSpace = self.zSpace zDepth = self.zDepth if self.categoryAxis.style=='parallel_3d': _3d_depth = nSeries*zDepth+(nSeries+1)*zSpace else: _3d_depth = zDepth + 2*zSpace self._3d_dx = self.theta_x*_3d_depth self._3d_dy = self.theta_y*_3d_depth def _calc_z0(self,rowNo): zSpace = self.zSpace if self.categoryAxis.style=='parallel_3d': z0 = rowNo*(self.zDepth+zSpace)+zSpace else: z0 = zSpace return z0 def _zadjust(self,x,y,z): return x+z*self.theta_x, y+z*self.theta_y def makeLines(self): labelFmt = self.lineLabelFormat P = list(range(len(self._positions))) if self.reversePlotOrder: P.reverse() inFill = self.inFill assert not inFill, "inFill not supported for 3d yet" #if inFill: #inFillY = self.categoryAxis._y #inFillX0 = self.valueAxis._x #inFillX1 = inFillX0 + self.categoryAxis._length #inFillG = getattr(self,'_inFillG',g) zDepth = self.zDepth _zadjust = self._zadjust theta_x = self.theta_x theta_y = self.theta_y F = _FakeGroup() from reportlab.graphics.charts.utils3d import _make_3d_line_info tileWidth = getattr(self,'_3d_tilewidth',None) if not tileWidth and self.categoryAxis.style!='parallel_3d': tileWidth = 1 # Iterate over data rows. for rowNo in P: row = self._positions[rowNo] n = len(row) styleCount = len(self.lines) styleIdx = rowNo % styleCount rowStyle = self.lines[styleIdx] rowColor = rowStyle.strokeColor dash = getattr(rowStyle, 'strokeDashArray', None) z0 = self._calc_z0(rowNo) z1 = z0 + zDepth if hasattr(self.lines[styleIdx], 'strokeWidth'): strokeWidth = self.lines[styleIdx].strokeWidth elif hasattr(self.lines, 'strokeWidth'): strokeWidth = self.lines.strokeWidth else: strokeWidth = None # Iterate over data columns. if self.joinedLines: if n: x0, y0 = row[0] for colNo in range(1,n): x1, y1 = row[colNo] _make_3d_line_info( F, x0, x1, y0, y1, z0, z1, theta_x, theta_y, rowColor, fillColorShaded=None, tileWidth=tileWidth, strokeColor=None, strokeWidth=None, strokeDashArray=None, shading=0.1) x0, y0 = x1, y1 if hasattr(self.lines[styleIdx], 'symbol'): uSymbol = self.lines[styleIdx].symbol elif hasattr(self.lines, 'symbol'): uSymbol = self.lines.symbol else: uSymbol = None if uSymbol: for colNo in range(n): x1, y1 = row[colNo] x1, y1 = _zadjust(x1,y1,z0) symbol = uSymbol2Symbol(uSymbol,x1,y1,rowColor) if symbol: F.add((2,z0,z0,x1,y1,symbol)) # Draw item labels. for colNo in range(n): x1, y1 = row[colNo] x1, y1 = _zadjust(x1,y1,z0) L = self._innerDrawLabel(rowNo, colNo, x1, y1) if L: F.add((2,z0,z0,x1,y1,L)) F.sort() g = Group() for v in F.value(): g.add(v[-1]) return g class VerticalLineChart(LineChart): pass def sample1(): drawing = Drawing(400, 200) data = [ (13, 5, 20, 22, 37, 45, 19, 4), (5, 20, 46, 38, 23, 21, 6, 14) ] lc = HorizontalLineChart() lc.x = 50 lc.y = 50 lc.height = 125 lc.width = 300 lc.data = data lc.joinedLines = 1 lc.lines.symbol = makeMarker('FilledDiamond') lc.lineLabelFormat = '%2.0f' catNames = 'Jan Feb Mar Apr May Jun Jul Aug'.split(' ') lc.categoryAxis.categoryNames = catNames lc.categoryAxis.labels.boxAnchor = 'n' lc.valueAxis.valueMin = 0 lc.valueAxis.valueMax = 60 lc.valueAxis.valueStep = 15 drawing.add(lc) return drawing class SampleHorizontalLineChart(HorizontalLineChart): "Sample class overwriting one method to draw additional horizontal lines." def demo(self): """Shows basic use of a line chart.""" drawing = Drawing(200, 100) data = [ (13, 5, 20, 22, 37, 45, 19, 4), (14, 10, 21, 28, 38, 46, 25, 5) ] lc = SampleHorizontalLineChart() lc.x = 20 lc.y = 10 lc.height = 85 lc.width = 170 lc.data = data lc.strokeColor = colors.white lc.fillColor = colors.HexColor(0xCCCCCC) drawing.add(lc) return drawing def makeBackground(self): g = Group() g.add(HorizontalLineChart.makeBackground(self)) valAxis = self.valueAxis valTickPositions = valAxis._tickValues for y in valTickPositions: y = valAxis.scale(y) g.add(Line(self.x, y, self.x+self.width, y, strokeColor = self.strokeColor)) return g def sample1a(): drawing = Drawing(400, 200) data = [ (13, 5, 20, 22, 37, 45, 19, 4), (5, 20, 46, 38, 23, 21, 6, 14) ] lc = SampleHorizontalLineChart() lc.x = 50 lc.y = 50 lc.height = 125 lc.width = 300 lc.data = data lc.joinedLines = 1 lc.strokeColor = colors.white lc.fillColor = colors.HexColor(0xCCCCCC) lc.lines.symbol = makeMarker('FilledDiamond') lc.lineLabelFormat = '%2.0f' catNames = 'Jan Feb Mar Apr May Jun Jul Aug'.split(' ') lc.categoryAxis.categoryNames = catNames lc.categoryAxis.labels.boxAnchor = 'n' lc.valueAxis.valueMin = 0 lc.valueAxis.valueMax = 60 lc.valueAxis.valueStep = 15 drawing.add(lc) return drawing def sample2(): drawing = Drawing(400, 200) data = [ (13, 5, 20, 22, 37, 45, 19, 4), (5, 20, 46, 38, 23, 21, 6, 14) ] lc = HorizontalLineChart() lc.x = 50 lc.y = 50 lc.height = 125 lc.width = 300 lc.data = data lc.joinedLines = 1 lc.lines.symbol = makeMarker('Smiley') lc.lineLabelFormat = '%2.0f' lc.strokeColor = colors.black lc.fillColor = colors.lightblue catNames = 'Jan Feb Mar Apr May Jun Jul Aug'.split(' ') lc.categoryAxis.categoryNames = catNames lc.categoryAxis.labels.boxAnchor = 'n' lc.valueAxis.valueMin = 0 lc.valueAxis.valueMax = 60 lc.valueAxis.valueStep = 15 drawing.add(lc) return drawing def sample3(): drawing = Drawing(400, 200) data = [ (13, 5, 20, 22, 37, 45, 19, 4), (5, 20, 46, 38, 23, 21, 6, 14) ] lc = HorizontalLineChart() lc.x = 50 lc.y = 50 lc.height = 125 lc.width = 300 lc.data = data lc.joinedLines = 1 lc.lineLabelFormat = '%2.0f' lc.strokeColor = colors.black lc.lines[0].symbol = makeMarker('Smiley') lc.lines[1].symbol = NoEntry lc.lines[0].strokeWidth = 2 lc.lines[1].strokeWidth = 4 catNames = 'Jan Feb Mar Apr May Jun Jul Aug'.split(' ') lc.categoryAxis.categoryNames = catNames lc.categoryAxis.labels.boxAnchor = 'n' lc.valueAxis.valueMin = 0 lc.valueAxis.valueMax = 60 lc.valueAxis.valueStep = 15 drawing.add(lc) return drawing def sampleCandleStick(): from reportlab.graphics.widgetbase import CandleSticks d = Drawing(400, 200) chart = HorizontalLineChart() d.add(chart) chart.y = 20 boxMid = (100, 110, 120, 130) hi = [m+10 for m in boxMid] lo = [m-10 for m in boxMid] boxHi = [m+6 for m in boxMid] boxLo = [m-4 for m in boxMid] boxFillColor = colors.pink boxWidth = 20 crossWidth = 10 candleStrokeWidth = 0.5 candleStrokeColor = colors.black chart.valueAxis.avoidBoundSpace = 5 chart.valueAxis.valueMin = min(min(boxMid),min(hi),min(lo),min(boxLo),min(boxHi)) chart.valueAxis.valueMax = max(max(boxMid),max(hi),max(lo),max(boxLo),max(boxHi)) lines = chart.lines lines[0].strokeColor = None I = range(len(boxMid)) chart.data = [boxMid] lines[0].symbol = candles = CandleSticks(chart=chart, boxFillColor=boxFillColor, boxWidth=boxWidth, crossWidth=crossWidth, strokeWidth=candleStrokeWidth, strokeColor=candleStrokeColor) for i in I: candles[i].setProperties(dict(position=i,boxMid=boxMid[i],crossLo=lo[i],crossHi=hi[i],boxLo=boxLo[i],boxHi=boxHi[i])) return d