def process(self):
process = CDESF(name='test',
time_horizon=43200,
lambda_=0.15,
beta=0.3,
epsilon=0.1,
mu=4,
stream_speed=1000,
n_features=2,
gen_plot=False,
gen_metrics=False)
return process
def test_pipeline():
event_stream_test = read_csv(f"demo/sudden_trace_noise20_500_cb.csv")
cdesf = CDESF(
name="sudden_trace_noise20_500_cb",
time_horizon=259200,
lambda_=0.05,
beta=0.2,
epsilon=0.6,
mu=4,
stream_speed=100,
gen_metrics=True,
gen_plot=False,
)
cdesf.run(event_stream_test)
def test_attributed_pipeline():
event_stream_test = read_csv(
f"demo/sudden_trace_noise20_500_cb_attributed.csv")
cdesf = CDESF(
name="sudden_trace_noise20_500_cb_attributed",
time_horizon=259200,
lambda_=0.05,
beta=0.2,
epsilon=0.6,
mu=4,
stream_speed=100,
gen_metrics=True,
gen_plot=False,
additional_attributes=["first", "second", "country"],
)
cdesf.run(event_stream_test)
def test_pipeline():
path = 'demo'
filename = 'sudden_trace_noise20_500_cb.csv'
event_stream_test = read_csv(f'{path}/{filename}')
cdesf = CDESF(name='sudden_trace_noise20_500_cb',
time_horizon=259200,
lambda_=0.05,
beta=0.2,
epsilon=0.6,
mu=4,
stream_speed=100,
n_features=2,
gen_metrics=True,
gen_plot=False)
cdesf.run(event_stream_test)