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# This file is part of MAMMULT: Metrics And Models for Multilayer Networks
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or (at
# your option) any later version.
#
# This program is distributed in the hope that it will be useful, but
# WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
# General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>.
import networkx as nx
import sys
if __name__ == "__main__":
if len(sys.argv) < 6:
print "Usage: %s <layer1> <layer2> <N bins> <min_value> <max_value>" % sys.argv[0]
sys.exit(1)
filename_a = sys.argv[1]
filename_b = sys.argv[2]
intervals=int(sys.argv[3])
minvalue=float(sys.argv[4])
maxvalue=float(sys.argv[5])
tot_a = []
pos_a = []
for t in range (intervals):
tot_a.append(0)
pos_a.append(0)
fa=open(filename_a, 'r')
Ga=nx.read_adjlist(fa)
fb=open(filename_b, 'r')
Gb=nx.read_weighted_edgelist(fb)
for u,v in Gb.edges():
Gbw=Gb[u][v]['weight']
for i in range (intervals):
a=minvalue+float(maxvalue-minvalue)*float(i)/intervals
b=minvalue+float(maxvalue-minvalue)*float(i+1)/intervals
if (Gbw>a and Gbw<b):
tot_a[i]+=1
break
if (Ga.has_edge(u,v)==True):
pos_a[i]+=1
freq_a=[]
for i in range (intervals):
if (tot_a[i]>0):
freq_a.append(float(pos_a[i])/tot_a[i])
else:
freq_a.append(0)
print "#bin_minvalue bin_maxvalue frequence"
for i in range (intervals):
a=minvalue+float(maxvalue-minvalue)*float(i)/intervals
b=minvalue+float(maxvalue-minvalue)*float(i+1)/intervals
print a, b, freq_a[i]
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