def setUp(self):
self.config = {
"method": "lof",
"converter": {
"string_filter_types": {},
"string_filter_rules": [],
"num_filter_types": {},
"num_filter_rules": [],
"string_types": {},
"string_rules": [{
"key": "*",
"type": "space",
"sample_weight": "bin",
"global_weight": "bin"
}],
"num_types": {},
"num_rules": [{
"key": "*",
"type": "num"
}]
},
"parameter": {
"nearest_neighbor_num": 10,
"reverse_nearest_neighbor_num": 30,
"method": "euclid_lsh",
"parameter": {
"hash_num": 8,
"table_num": 16,
"probe_num": 64,
"bin_width": 10.0,
"seed": 1091,
}
}
}
TestUtil.write_file('config_anomaly.json', json.dumps(self.config))
self.srv = TestUtil.fork_process('anomaly', port,
'config_anomaly.json')
try:
self.cli = Anomaly(host, port, "name")
except:
TestUtil.kill_process(self.srv)
raise
#!/usr/bin/env python
from jubatus.anomaly.client import Anomaly
from jubatus.common import Datum
client = Anomaly('127.0.0.1', 9199, 'test')
for i in range(1, 21):
d = Datum({'key': float(i)})
client.add(d)
print 'ids(' + str(i) + ') = ' + str(sorted(client.get_all_rows()))
