def add_data(num=10):
data = generate_data(num)
client = jubatus.Anomaly(HOST, PORT_P, NAME)
for d in data:
dt = Datum({"x": d[0], "y": d[1], "z": d[2]})
result = client.add(dt)
print('Added {0}, score = {1}'.format(result.id, result.score))
def clear():
client = jubatus.Anomaly(HOST, PORT_P, NAME)
client.clear()
def do_mix(sleep_sec=3.0):
client = jubatus.Anomaly(HOST, PORT_1, NAME)
client.do_mix()
print('Do MIX and wait {0} sec'.format(sleep_sec))
time.sleep(sleep_sec)
def print_rows(port):
client = jubatus.Anomaly(HOST, port, NAME)
rows = client.get_all_rows()
print(' - ID in {0}: {1}'.format(port, ' '.join(sorted(rows, key=int))))
import jubatus
from jubatus.common import Datum
import random
cl = jubatus.Anomaly('127.0.0.1', 9199, 'test', 0)
random.seed(1)
datum_length = 100
for i in range(3):
d = Datum()
for x in range(datum_length):
d.add_number("{}".format(x), random.random())
cl.add(d)
print('ids:{}'.format(','.join(cl.get_all_rows()))) # 1, 2, 3
d = Datum()
for x in range(datum_length):
d.add_number("{}".format(x), random.random())
cl.add(d)
print('ids:{}'.format(','.join(cl.get_all_rows()))) # unlearn 1 id
cl.save('test')
cl.clear()
cl.load('test')
print('ids:{}'.format(','.join(cl.get_all_rows()))) # should be same as before `save`
d = Datum()