def main():
centrality_data_folder = sys.argv[1]
intervals = load_json(centrality_data_folder)
file_prefix = sys.argv[2]
out_folder = sys.argv[3]
if not os.path.exists(out_folder):
os.makedirs(out_folder)
day = 0
top_list_prev = []
top_list = []
ret_sort = []
num_nodes = 1
for inter in intervals["centrality_test"]["intervals"]:
print("[preproc day = " + str(day) +" ]")
if inter["interval"]["graph_stat"]["num_nodes"] != 0:
top_list, ret_sort = ccfcr.pre_proc(centrality_data_folder + "/centrality_scores", file_prefix, day)
else:
print str(day) + ": empty"
day+=1
continue
if day != 0:
full_prev_toplist, full_toplist = ccfcr.proc_kendall(top_list_prev, top_list, ret_sort)
write_out_toplists(out_folder + "/" + file_prefix + "_", day, full_prev_toplist, full_toplist)
day+=1
top_list_prev = top_list
def main():
baseline_folder = sys.argv[1] # for baseline
centrality_folder = sys.argv[2] # for origi
file_prefix = sys.argv[3]
baseline_type = sys.argv[4]
from_interval = int(sys.argv[5])
to_interval = int(sys.argv[6])
out_folder = sys.argv[7]
if not os.path.exists(out_folder):
os.makedirs(out_folder)
intervals = load_json(centrality_folder)
top_list_other = []
top_list = []
ret_sort = []
intervals_list = intervals["centrality_test"]["intervals"]
for day in range(from_interval, to_interval+1):
print("[preproc day = " + str(day) +" ]")
if intervals_list[day]["interval"]["graph_stat"]["num_nodes"] != 0:
top_list_other, ret_sort_other = ccfcr.pre_proc(baseline_folder, file_prefix + "_baseline" + baseline_type, day) # for baseline
top_list, ret_sort = ccfcr.pre_proc(centrality_folder + "/centrality_scores", file_prefix, day) # for origi
else:
print str(day) + ": empty"
day+=1
continue
if day != 0:
full_prev_toplist, full_toplist = ccfcr.proc_kendall(top_list_other, top_list, ret_sort)
write_out_toplists(out_folder + "/" + file_prefix + "_", day, full_prev_toplist, full_toplist)
def test_kendall_all(): prev_data_full, curr_data_full = ccfcr.proc_kendall(prev_data, curr_data_d, sorted_ids_d) p_res =kmc.kendall_all(prev_data_full, curr_data_full) c_res = ccfcr.kendall(prev_data, curr_data_d, sorted_ids_d) assert abs(c_res[0] - p_res[0]) < epsilon assert abs(c_res[1] - p_res[1]) < epsilon
