def constructImage(self):
def generatePlot(stepType):
line = Line()
line.xValues = xVals
line.yValues = yVals
line.marker = 'o'
line.stepFunction(stepType)
plot = Plot()
plot.add(line)
plot.setTitle(r'"%s" Steps' % (stepType))
plot.setXLimits(0, 6)
plot.setYLimits(0, 6)
return plot
xVals = [1, 2, 3, 4, 5]
yVals = [1, 2, 3, 4, 5]
prePlot = generatePlot("pre")
midPlot = generatePlot("mid")
postPlot = generatePlot("post")
layout = PlotLayout()
layout.width = 3
layout.addPlot(prePlot)
layout.addPlot(midPlot)
layout.addPlot(postPlot)
layout.setPlotParameters(right=0.96, left=0.04)
layout.save(self.imageName)
def constructImage(self):
layout = PlotLayout()
plotBase10 = Plot()
plotBase10.loglog = True
lineBase10 = Line()
lineBase10.marker = 'x'
lineBase10.xValues = [1, 10, 100, 1000, 10000]
lineBase10.yValues = [1, 25, 140, 1024, 10342]
plotBase10.add(lineBase10)
plotBase2 = Plot()
plotBase2.logx = True
plotBase2.logbase = 2
lineBase2 = Line()
lineBase2.marker = 'x'
lineBase2.xValues = [1, 2, 4, 8, 16, 32, 64]
lineBase2.yValues = [1, 2, 3, 4, 5, 6, 7]
plotBase2.add(lineBase2)
layout.addPlot(plotBase10)
layout.addPlot(plotBase2)
layout.width = 2
layout.save(self.imageName)
def constructImage(self):
line = Line()
line.xValues = range(5)
line.yValues = [2, 3, 5, 7, 9]
line.label = "A Line"
linePlot1 = Plot()
linePlot1.title = "Small Legend"
linePlot1.add(line)
linePlot1.hasLegend()
linePlot1.legendLabelSize = 10
linePlot2 = Plot()
linePlot2.title = "Large Legend"
linePlot2.add(line)
linePlot2.hasLegend()
linePlot2.legendLabelSize = 30
linePlot3 = Plot()
linePlot3.title = "Inherited from Layout"
linePlot3.add(line)
linePlot3.hasLegend()
layout = PlotLayout()
layout.width = 2
layout.addPlot(linePlot1)
layout.addPlot(linePlot2)
layout.addPlot(linePlot3)
layout.legendLabelSize = 15
layout.save(self.imageName)
def constructImage(self):
xVals = [1, 2, 3, 4, 5]
yVals = [1, 2, 3, 4, 5]
def generatePlot(stepType):
line = Line()
line.xValues = xVals
line.yValues = yVals
line.marker = 'o'
line.stepFunction(stepType)
plot = Plot()
plot.add(line)
plot.title = r'"%s" Steps' % (stepType)
plot.xLimits = (0, 6)
plot.yLimits = (0, 6)
return plot
prePlot = generatePlot("pre")
midPlot = generatePlot("mid")
postPlot = generatePlot("post")
layout = PlotLayout()
layout.width = 3
layout.addPlot(prePlot)
layout.addPlot(midPlot)
layout.addPlot(postPlot)
layout.save(self.imageName)
def constructImage(self):
line = Line()
line.xValues = range(5)
line.yValues = [2,3,5,7,9]
line.label = "A Line"
linePlot1 = Plot()
linePlot1.title = "Small Legend"
linePlot1.add(line)
linePlot1.hasLegend()
linePlot1.legendLabelSize = 10
linePlot2 = Plot()
linePlot2.title = "Large Legend"
linePlot2.add(line)
linePlot2.hasLegend()
linePlot2.legendLabelSize = 30
linePlot3 = Plot()
linePlot3.title = "Inherited from Layout"
linePlot3.add(line)
linePlot3.hasLegend()
layout = PlotLayout()
layout.width = 2
layout.addPlot(linePlot1)
layout.addPlot(linePlot2)
layout.addPlot(linePlot3)
layout.legendLabelSize = 15
layout.save(self.imageName)
def constructImage(self):
layout = PlotLayout()
plotBase10 = Plot()
plotBase10.loglog = True
lineBase10 = Line()
lineBase10.marker = 'x'
lineBase10.xValues = [1, 10, 100, 1000, 10000]
lineBase10.yValues = [1, 25, 140, 1024, 10342]
plotBase10.add(lineBase10)
plotBase2 = Plot()
plotBase2.logx = True
plotBase2.logbase = 2
lineBase2 = Line()
lineBase2.marker = 'x'
lineBase2.xValues = [1, 2, 4, 8, 16, 32, 64]
lineBase2.yValues = [1, 2, 3, 4, 5, 6, 7]
plotBase2.add(lineBase2)
layout.addPlot(plotBase10)
layout.addPlot(plotBase2)
layout.width = 2
layout.save(self.imageName)
def latency(output_graph_filename, csv_file_dir_list):
"""
Plots three graphs side-by-side. First, redis performance; second, pkt-in
latency; third, pkt-out latency.
"""
layout = PlotLayout()
redis_plot = Plot()
pkt_in_plot = Plot()
flow_mod_plot = Plot()
redis_plot.yLabel = 'CDF'
flow_mod_plot.hasLegend(location='lower right')
flow_mod_plot.legendLabelSize = 12
redis_plot.xLabel = '(a) Query completion time (ms)'
pkt_in_plot.xLabel = '(b) Switch processing time for ingress (ms)'
flow_mod_plot.xLabel = '(c) Switch processing time for egress (ms)'
for csv_dir in csv_file_dir_list:
color = colors.pop(0)
line_style = line_styles.pop(0)
line_label = csv_dir.split('/')[-2]
attr_dict = {'color': color, 'label': capitalize(line_label),
'yLimits': (0, 1), 'lineStyle': line_style}
redis_line = get_line_from_csv(os.path.join(csv_dir, 'async_redis_latency.csv'),
xLimits=(0,400), **attr_dict)
pkt_in_line = get_line_from_csv(os.path.join(csv_dir, 'pkt_in_durations.csv'),
xLimits=(0,140), **attr_dict)
flow_mod_line = get_line_from_csv(os.path.join(csv_dir, 'flow_mod_durations.csv'),
xLimits=(0,140), **attr_dict)
redis_plot.add(redis_line)
pkt_in_plot.add(pkt_in_line)
flow_mod_plot.add(flow_mod_line)
layout.addPlot(redis_plot)
layout.addPlot(pkt_in_plot)
layout.addPlot(flow_mod_plot)
layout.width = 3
layout.setPlotDimensions(4.5,4.5*0.618)
layout.save('data/graphs/' + output_graph_filename + '.pdf')
print 'Done.'
def constructImage(self):
line = Line()
line.xValues = numpy.arange(0, 150, 0.01)
line.yValues = numpy.cos(.02 * numpy.pi * line.xValues)
plot = Plot()
plot.add(line)
plot.xLimits = (0, 150)
plot.yLimits = (-1, 1)
plot.xLabel = "X"
plot.yLabel = "cos(X)"
splitPlots = plot.split(2)
layout = PlotLayout()
layout.width = 2
layout.addPlot(plot, grouping="unsplit")
for s in splitPlots:
layout.addPlot(s, grouping="splits")
layout.save(self.imageName)
def constructImage(self):
line = Line()
line.xValues = numpy.arange(0, 150, 0.01)
line.yValues = numpy.cos(.02 * numpy.pi * line.xValues)
plot = Plot()
plot.add(line)
plot.xLimits = (0, 150)
plot.yLimits = (-1, 1)
plot.xLabel = "X"
plot.yLabel = "cos(X)"
splitPlots = plot.split(2)
layout = PlotLayout()
layout.width = 2
layout.addPlot(plot, grouping="unsplit")
for s in splitPlots:
layout.addPlot(s, grouping="splits")
layout.save(self.imageName)
xVals = [1, 2, 3, 4, 5]
yVals = [1, 2, 3, 4, 5]
def generatePlot(stepType):
line = Line()
line.xValues = xVals
line.yValues = yVals
line.marker = 'o'
line.stepFunction(stepType)
plot = Plot()
plot.add(line)
plot.setTitle(r'"%s" Steps' % (stepType))
plot.setXLimits(0, 6)
plot.setYLimits(0, 6)
return plot
prePlot = generatePlot("pre")
midPlot = generatePlot("mid")
postPlot = generatePlot("post")
layout = PlotLayout()
layout.width = 3
layout.addPlot(prePlot)
layout.addPlot(midPlot)
layout.addPlot(postPlot)
layout.setPlotParameters(right=0.96, left=0.04)
layout.save("steps.png")
