#!/usr/bin/env python
__author__ = 'greg'
from condorAggregation import CondorAggregation
import os
import sys
import random
# add the paths necessary for clustering algorithm and ibcc - currently only works on Greg's computer
if os.path.exists("/home/ggdhines"):
sys.path.append(
"/home/ggdhines/PycharmProjects/reduction/experimental/clusteringAlg")
else:
sys.path.append("/home/greg/github/reduction/experimental/clusteringAlg")
from divisiveKmeans import DivisiveKmeans
clusterAlg = DivisiveKmeans().__fit__
condor = CondorAggregation()
zooniverse_id_list = random.sample(
condor.__get_subjects_per_site__("ACW000177g"), 40)
for i, zooniverse_id in enumerate(zooniverse_id_list):
print i
condor.__readin_subject__(zooniverse_id)
blankImage = condor.__cluster_subject__(zooniverse_id, clusterAlg)
if not blankImage:
condor.__find_closest_neighbour__(zooniverse_id)
