def plot_metrics(directory_metrics, parts_directory_plot_metrics, legend):
print "\t\t[ Plotting metrics... ]"
for metric in metrics:
for i in range(0, 2):
d = directory_metrics + "/" + parts[i] + "/" + metric + "_" + parts[i]
print "\tPlotting %s ..." % d
if not os.path.isdir(d):
print "[%s directory not found]" % d
else:
xlog = False
ylog = False
if metric in metrics_log:
xlog = True
ylog = True
########################
# PLOT DISTRIBUTION
########################
data_distribution = {}
with open(d + "/" + metric + "_" + parts[i] + "_distribution.data", 'r') as file:
for line in file:
line = line.replace("\n", "").split()
data_distribution[modules.extra.num(line[0])] = modules.extra.num(line[1])
title = ""
xlabel = metric
ylabel = ""
plot_file = parts_directory_plot_metrics[i] + "/" + xlabel + "_distribution"
plot_parameters = dict(marker="o", markersize=11, linewidth=0, alpha=0.5, color=colorset[0])
if data_distribution:
P = Plot(plot_file, title, xlabel, ylabel, xlog, ylog, [legend])
P.plot_single(data_distribution, plot_parameters)
else:
print "[Impossible to plot because no distribution data]"
########################
########################
# PLOT CDF
########################
data_reverse_cdf = {}
with open(d + "/" + metric + "_" + parts[i] + "_reverse_cdf.data", 'r') as file:
for line in file:
line = line.replace("\n", "").split()
data_reverse_cdf[modules.extra.num(line[0])] = modules.extra.num(line[1])
title = ""
xlabel = metric
ylabel = ""
plot_file = parts_directory_plot_metrics[i] + "/" + xlabel + "_reverse_cdf"
plot_parameters = dict(linestyle="-", marker="s", markersize=8, linewidth=2.5, markeredgecolor=colorset[0], color=colorset[0])
if data_reverse_cdf:
P = Plot(plot_file, title, xlabel, ylabel, False, False, [legend], formatter=True)
P.plot_single(data_reverse_cdf, plot_parameters)
else:
print "[Impossible to plot because no reverse CDF data]"
