def plot_cdf_rtt_probes():
print RTT_REPORT
try:
os.stat(os.path.join(FIGURE_PATH, 'CDF_figures', RTT_TYPE))
except:
os.makedirs(os.path.join(FIGURE_PATH, 'CDF_figures', RTT_TYPE))
probes_list = ptma.get_probes()
raw_rtt_probes_dict = get_raw_rtt_probes_dict()
cdf_rtt_probes_dict = {}
for probe in probes_list:
print probe
cdf_rtt_probes_dict[probe] = ECDF(raw_rtt_probes_dict[probe])
x = range(int(math.floor(min(raw_rtt_probes_dict[probe]))), int(math.ceil(max(raw_rtt_probes_dict[probe]))+1))
y = cdf_rtt_probes_dict[probe](range(int(math.floor(min(raw_rtt_probes_dict[probe]))), int(math.ceil(max(raw_rtt_probes_dict[probe]))+1)))
print x
print y
# print int(math.floor(min(raw_rtt_probes_dict[probe]))), int(math.ceil(max(raw_rtt_probes_dict[probe]))+1)
print int(math.floor(min(raw_rtt_probes_dict[probe]))), int(math.ceil(max(raw_rtt_probes_dict[probe]))+1)
plt.plot(x, y, linewidth = 3, label = probe)
plt.xlabel(r"\textrm{RTT (ms)}", font)
plt.ylabel(r"\textrm{ECDF}", font)
plt.xticks(fontsize=30, fontname="Times New Roman")
plt.yticks(fontsize=30, fontname="Times New Roman")
plt.legend(loc='best', fontsize=30)
plt.grid(True)
plt.savefig(os.path.join(FIGURE_PATH, 'CDF_figures', RTT_TYPE, 'CDF_{0}(RTT)_{1}.eps'.format(RTT_TYPE, CALCULATE_TYPE)), dpi=300, transparent=True)
plt.close()
def get_raw_rtt_probes_dict():
probes_list = ptma.get_probes()
raw_rtt_probes_dict = {}
with open(RTT_REPORT) as rtt_report:
next(rtt_report)
for line in rtt_report:
for probe in probes_list:
if probe not in raw_rtt_probes_dict.keys():
raw_rtt_probes_dict[probe] = [float(line.split(";")[probe_index_dict[probe]].strip())]
else:
raw_rtt_probes_dict[probe].append(float(line.split(";")[probe_index_dict[probe]].strip()))
return raw_rtt_probes_dict
def get_probe_continent_rtt():
probe_continent_rtt_dict = {}
with open(RTT_REPORT) as rtt_report:
next(rtt_report)
for line in rtt_report:
lines = [j.strip() for j in line.split(";")]
if lines[-1] not in probe_continent_rtt_dict.keys():
probe_continent_rtt_dict[lines[-1]] = {}
for probe in ptma.get_probes():
probe_continent_rtt_dict[lines[-1]][probe] = []
probe_continent_rtt_dict[lines[-1]][probe].append(lines[probe_index_dict[probe]])
else:
for probe in ptma.get_probes():
probe_continent_rtt_dict[lines[-1]][probe].append(lines[probe_index_dict[probe]])
# for continent in probe_continent_rtt_dict.keys():
# for probe in ptma.get_probes():
# print continent, probe
# print len(probe_continent_rtt_dict[continent][probe])
return probe_continent_rtt_dict
def plot_rtt_series_by_mid(m_id):
try:
os.stat(os.path.join(FIGURE_PATH, 'time_sequence', RTT_TYPE))
except:
os.makedirs(os.path.join(FIGURE_PATH, 'time_sequence', RTT_TYPE))
probes_list = ptma.get_probes()
dest_probes_rtt_dict = ptma.get_clean_traces()
for key in dest_probes_rtt_dict.keys():
# if key[0] == m_id:
for probe in probes_list:
plt.plot(range(1, len(dest_probes_rtt_dict[key][probes_list[0]])+1), dest_probes_rtt_dict[key][probe], label=probe)
plt.xlabel(r"\textrm{experiment round}", font)
plt.ylabel(r"\textrm{RTT (ms)}", font)
plt.title(r"\textrm{0}".format(key[1]), font)
plt.xticks(fontsize=30, fontname="Times New Roman")
plt.yticks(fontsize=30, fontname="Times New Roman")
plt.xlim(1, len(dest_probes_rtt_dict[key][probes_list[0]]))
plt.legend(loc='best', fontsize=30)
plt.savefig(os.path.join(FIGURE_PATH, 'time_sequence', RTT_TYPE, '{0}_{1}.eps'.format(key[0],key[1])), dpi=300, transparent=True)
plt.close()
