def smallest_continent_probe_rtt_finder():
path_to_store = os.path.join(FIGURE_PATH, 'Histogram', 'Smallest_RTT')
try:
os.stat(path_to_store)
except:
os.makedirs(path_to_store)
start_index = min(probe_index_dict.values())
stop_index = max(probe_index_dict.values()) + 1
continent_probe_smallest_rtt_dict = {}
report= ''
if GENERATE_TYPE == 'ping':
report = RTT_REPORT
elif GENERATE_TYPE == 'traceroute':
report = TRACEROUTE_REPORT
with open(report) as rtt_report:
next(rtt_report)
for line in rtt_report:
lines = [j.strip() for j in line.split(";")]
temp_list = [float(k) for k in lines[start_index:stop_index]]
for i in mt.minimum_value_index_explorer(temp_list):
if lines[-1] not in continent_probe_smallest_rtt_dict.keys():
continent_probe_smallest_rtt_dict[lines[-1]] = {}
if index_probe_dict[i+2] not in continent_probe_smallest_rtt_dict[lines[-1]].keys():
continent_probe_smallest_rtt_dict[lines[-1]][index_probe_dict[i+2]] = 1
else:
if index_probe_dict[i+2] not in continent_probe_smallest_rtt_dict[lines[-1]].keys():
continent_probe_smallest_rtt_dict[lines[-1]][index_probe_dict[i + 2]] = 1
else:
continent_probe_smallest_rtt_dict[lines[-1]][index_probe_dict[i + 2]] += 1
smallest_rtt_percentage = {}
for continent in continent_probe_smallest_rtt_dict.keys():
if continent not in smallest_rtt_percentage.keys():
smallest_rtt_percentage[continent] = {}
for probe in continent_probe_smallest_rtt_dict[continent].keys():
smallest_rtt_percentage[continent][probe] = float(continent_probe_smallest_rtt_dict[continent][probe])/float(sum(continent_probe_smallest_rtt_dict[continent].values()))
df = pd.DataFrame(paa.reverse_dict_keys(smallest_rtt_percentage))
df.plot(kind='bar')
plt.xlabel(r"\textrm{Continents of requested destinations}", font)
plt.ylabel(r"\textrm{Percentage}", font)
plt.xticks(fontsize=30, fontname="Times New Roman")
plt.yticks(fontsize=30, fontname="Times New Roman")
plt.legend(loc='best', fontsize=30)
if GENERATE_TYPE == 'ping':
plt.savefig(os.path.join(path_to_store, 'Smallest_{0}_{1}(RTT)_proporation.eps'.format(CALCULATE_TYPE, RTT_TYPE)), dpi=300, transparent=True)
elif GENERATE_TYPE == 'traceroute':
plt.savefig(os.path.join(path_to_store, 'Smallest_hops_num_proporation.eps'.format(CALCULATE_TYPE, RTT_TYPE)), dpi=300, transparent=True)
plt.close()
print smallest_rtt_percentage
print continent_probe_smallest_rtt_dict
return continent_probe_smallest_rtt_dict
def plot_probe_dest_rtt_geo():
path_to_store = os.path.join(FIGURE_PATH, 'Bar', 'RTT_of_dest_by_probe', '{0}_{1}(RTT)'.format(CALCULATE_TYPE, RTT_TYPE))
try:
os.stat(path_to_store)
except:
os.makedirs(path_to_store)
continent_probe_rtt_dict = get_probe_continent_rtt()
probe_continent_rtt_dict = paa.reverse_dict_keys(continent_probe_rtt_dict)
for probe in probe_continent_rtt_dict.keys():
temp_list_to_plot = []
geo_list = []
xticks_list = []
xticks_label_list = []
for continent in probe_continent_rtt_dict[probe].keys():
xticks_label_list.append('{0}:\n{1}'.format(continent,len(probe_continent_rtt_dict[probe][continent])))
temp_list_to_plot.extend(probe_continent_rtt_dict[probe][continent])
geo_list.append(len(temp_list_to_plot))
plt.axvline(geo_list[-1], linewidth=5, color='gray', linestyle='--')
if len(geo_list) > 1:
xticks_list.append(geo_list[-2]+0.5*(geo_list[-1]-geo_list[-2]))
else:
xticks_list.append(0.5 * geo_list[-1])
print "geo_list:", geo_list
print "xticks_list:", xticks_list
plt.bar(range(len(temp_list_to_plot)),temp_list_to_plot, color='yellow')
plt.xlim(min(range(len(temp_list_to_plot))), max(range(len(temp_list_to_plot))))
plt.xlabel(r"\textrm{Destinations}", font)
plt.ylabel(r"\textrm{RTT (ms)}", font)
plt.xticks(xticks_list, xticks_label_list, fontsize=20, fontname="Times New Roman")
plt.yticks(fontsize=30, fontname="Times New Roman")
plt.legend(loc='best', fontsize=30)
plt.savefig(os.path.join(path_to_store, 'RTT_from_all_dest_for_{0}.eps'.format(probe)), dpi=300, transparent=True)
plt.close()
def proporation_rtt_probe_geo(target_file):
return paa.reverse_dict_keys(proporation_rtt_geo_probe(target_file))
