def get_cluster(self, location_id):
kmedoid_obj = KMedoid()
clusterid, trends_list = kmedoid_obj.generate_kmedoid(location_id)
nodes_array = []
links_array = []
cluster_id_list = list(set(clusterid))
cluster_id_key = {}
for i in xrange(len(cluster_id_list)):
cluster_id_key[cluster_id_list[i]] = i
for i in xrange(len(clusterid)):
name = trends_list[i]
cluster_id = clusterid[i]
cluster_trend_dict = {}
cluster_trend_dict["group"] = cluster_id_key[cluster_id]
cluster_trend_dict["nodeName"] = name
nodes_array.append(cluster_trend_dict)
target = cluster_id
links_group_dict = {}
links_group_dict["source"] = i
links_group_dict["target"] = target
links_group_dict["value"] = 1
links_array.append(links_group_dict)
return nodes_array, links_array
from KMedoid import KMedoid
kmedoid_obj = KMedoid()
clusterid , trends_list = kmedoid_obj.generate_kmedoid('2295420')
print clusterid
count = 0
print trends_list
for cluster in clusterid:
print trends_list[cluster],trends_list[count]
count = count + 1
from KMedoid import KMedoid
kmedoid_obj = KMedoid()
clusterid, trends_list = kmedoid_obj.generate_kmedoid('2295420')
print clusterid
count = 0
print trends_list
for cluster in clusterid:
print trends_list[cluster], trends_list[count]
count = count + 1
