def save_subpref_calling_fq():
subpref_num_users = rd.read_in_subpref_num_users()
subpref_fq = rd.read_in_subpref_avg_fq()
file_name2 = "/home/sscepano/D4D res/allstuff/CLUSTERING/subpref res/subpref_avg_fq.tsv"
f2 = open(file_name2, 'w')
for subpref in range(256):
if subpref_num_users[subpref] > 0:
f2.write(str(subpref) + '\t' + str(subpref_fq[subpref]) + '\n')
return subpref_fq
def save_data_to_matrix(home_calls, last_usr_loc_n_dist):
usr_home = rd.read_in_user_home_subprefs()
subpref_avg_fq = rd.read_in_subpref_avg_fq()
subpref_num_usr = rd.read_in_subpref_num_users()
subpref_calls = defaultdict(int)
subpref_outside_calls = defaultdict(int)
subpref_pct_inside_calls = defaultdict(int)
subpref_total_traj = defaultdict(int)
file_o = "/home/sscepano/D4D res/allstuff/CLUSTERING/ALL_SUBPREF_clustering_args.tsv"
f_o = open(file_o, "w")
for usr in range(500001):
subpref_calls[usr_home[usr]] += home_calls[usr][0]
subpref_outside_calls[usr_home[usr]] += home_calls[usr][1]
subpref_total_traj[usr_home[usr]] += last_usr_loc_n_dist[usr][1]
print len(subpref_outside_calls)
print len(subpref_calls)
print len(subpref_total_traj)
print len(subpref_avg_fq)
# for usr_id in usr_home:
# if usr_home[usr_id] == 0:
# print usr_id
for subpref_id in range(256):
suma = float(subpref_calls[subpref_id] + subpref_outside_calls[subpref_id])
if suma <> 0:
subpref_pct_inside_calls[subpref_id] = subpref_calls[subpref_id] / suma
subpref_total_traj[subpref_id] = subpref_total_traj[subpref_id] / subpref_num_usr[subpref_id]
f_o.write(str(subpref_id) + '\t' + str(subpref_calls[subpref_id]) + '\t' + str(subpref_outside_calls[subpref_id]) + '\t' + \
str(subpref_pct_inside_calls[subpref_id]) + '\t' + str(subpref_total_traj[subpref_id]) + '\t' + str(subpref_avg_fq[subpref_id]) + '\n')
return
