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lukas leufen authoredlukas leufen authored
run_hourly.py 1.29 KiB
__author__ = "Lukas Leufen"
__date__ = '2019-11-14'
import argparse
import logging
from src.run_modules.experiment_setup import ExperimentSetup
from src.run_modules.model_setup import ModelSetup
from src.run_modules.post_processing import PostProcessing
from src.run_modules.pre_processing import PreProcessing
from src.run_modules.run_environment import RunEnvironment
from src.run_modules.training import Training
def main(parser_args):
with RunEnvironment():
ExperimentSetup(parser_args, stations=['DEBW107', 'DEBY081', 'DEBW013', 'DEBW076', 'DEBW087', 'DEBW001'],
station_type='background', trainable=True, sampling="hourly", window_history_size=48)
PreProcessing()
ModelSetup()
Training()
PostProcessing()
if __name__ == "__main__":
formatter = '%(asctime)s - %(levelname)s: %(message)s [%(filename)s:%(funcName)s:%(lineno)s]'
logging.basicConfig(format=formatter, level=logging.INFO)
# logging.basicConfig(format=formatter, level=logging.DEBUG)
parser = argparse.ArgumentParser()
parser.add_argument('--experiment_date', metavar='--exp_date', type=str, default=None,
help="set experiment date as string")
args = parser.parse_args(["--experiment_date", "testrun"])
main(args)