####this file is only used for continuous evaluation test! import os import sys sys.path.append(os.environ['ceroot']) from kpi import CostKpi, DurationKpi, AccKpi #### NOTE kpi.py should shared in models in some way!!!! train_cost_kpi = CostKpi('train_cost', 0.02, actived=True) train_duration_kpi = DurationKpi('train_duration', 0.05, actived=True) tracking_kpis = [ train_cost_kpi, train_duration_kpi, ] def parse_log(log): for line in log.split('\n'): fs = line.strip().split('\t') print(fs) if len(fs) == 3 and fs[0] == 'kpis': print("-----%s" % fs) kpi_name = fs[1] kpi_value = float(fs[2]) yield kpi_name, kpi_value def log_to_ce(log): kpi_tracker = {} for kpi in tracking_kpis: kpi_tracker[kpi.name] = kpi for (kpi_name, kpi_value) in parse_log(log): print(kpi_name, kpi_value) kpi_tracker[kpi_name].add_record(kpi_value) kpi_tracker[kpi_name].persist() if __name__ == '__main__': log = sys.stdin.read() print("*****") print(log) print("****") log_to_ce(log)