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)