def main():
centrality_data_folder = sys.argv[1]
input_file_prefix = sys.argv[2]
output_file = sys.argv[3]
metric = sys.argv[4]
intervals = ccfcr.load_json(centrality_data_folder)
out_file = open(output_file, 'w')
day = 0
top_list_prev = []
top_list = []
ret_sort = []
num_nodes = 1
for inter in intervals["centrality_test"]["intervals"]:
print("[ day = " + str(day) +" ]")
if inter["interval"]["graph_stat"]["num_nodes"] != 0:
top_list, ret_sort = pre_proc(centrality_data_folder + "/centrality_scores", input_file_prefix, day)
num_prev_nodes = num_nodes
num_nodes = inter["interval"]["graph_stat"]["num_nodes"]
else:
#out_file.write(str(inter["interval"]["time"]["start"])+" - - 0 -1.0 -1.0\n")
out_file.write(str(day)+" - - 0 -1.0 -1.0\n")
day+=1
continue
if day != 0:
#centralities = [str(inter["interval"]["time"]["start"])]
centralities = [str(day)]
centralities += compute(top_list_prev, top_list, ret_sort, metric)
num_new_nodes = inter["interval"]["graph_stat"]["new_nodes"]
num_deleted_nodes = inter["interval"]["graph_stat"]["deleted_nodes"]
centralities.append(num_nodes)
centralities.append(float(num_new_nodes) / num_nodes)
centralities.append(float(num_deleted_nodes) / num_prev_nodes)
ccfcr.write_out(out_file, centralities)
day+=1
top_list_prev = top_list
def main():
intervals = load_json(sys.argv[1])
preproc_folder = sys.argv[2]
file_prefix = sys.argv[3]
out_file = open(sys.argv[4], 'w')
from_interval = int(sys.argv[5])
to_interval = int(sys.argv[6])
day = 0
num_nodes = 1
for inter in intervals["centrality_test"]["intervals"]:
if inter["interval"]["graph_stat"]["num_nodes"] != 0:
num_prev_nodes = num_nodes
num_nodes = inter["interval"]["graph_stat"]["num_nodes"]
else:
if (from_interval <= day) and (day <= to_interval):
out_file.write(str(day)+" - -\n")
day+=1
continue
if (day != 0) and (from_interval <= day) and (day <= to_interval):
print("[ day = " + str(day) +" ]")
#centralities = [str(inter["interval"]["time"]["start"])]
centralities = [str(day)]
centralities += load_partial_results(preproc_folder + "/" + file_prefix, day)
num_new_nodes = inter["interval"]["graph_stat"]["new_nodes"]
num_deleted_nodes = inter["interval"]["graph_stat"]["deleted_nodes"]
#centralities.append(num_nodes)
#centralities.append(float(num_new_nodes) / num_nodes)
#centralities.append(float(num_deleted_nodes)/ num_prev_nodes)
ccfcr.write_out(out_file, centralities)
day+=1
ret_sort = []
intervals_list = intervals["centrality_test"]["intervals"]
for day in range(from_interval, to_interval+1):
print("[ day = " + str(day) +" ]")
if intervals_list[day]["interval"]["graph_stat"]["num_nodes"] != 0:
if rank_type == "centrality":
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
elif rank_type == "pos":
top_list_other, ret_sort_other = ccfpr.pre_proc(baseline_folder, file_prefix + "_baseline" + baseline_type, day) # for baseline
top_list, ret_sort = ccfpr.pre_proc(centrality_folder + "/centrality_scores", file_prefix, day) # for origi
else:
print "rank_type must be 'centrality' or 'pos'!!!"
else:
out_file.write(str(day)+" - -\n")
continue
#print top_list_other
#print
#print top_list
if day != 0:
centralities = [str(day)]
if rank_type == "centrality":
centralities += ccfcr.compute(top_list_other, top_list, ret_sort, metric)
elif rank_type == "pos":
centralities += ccfpr.compute(top_list_other, top_list, ret_sort, metric)
else:
print "rank_type must be 'centrality' or 'pos'!!!"
ccfcr.write_out(out_file, centralities)
else:
print 'Usage: <baseline_folder> <original_input_file_folder> <file_prefix> <baseline_type> <from_interval> <to_interval> <centrality/pos> <kendall/corr> <output_file>'
