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from datetime import datetime
import os
import sys
import git
#importing modules from root of data
root = '../..'
sys.path.append(root)
os.chdir(os.path.join(root))
from pympler.tracker import SummaryTracker
from data.source.build_master.builder import Builder
from data.source.clean_master.cleaner import Cleaner
from data.source.exporters.exporter import Exporter
from lib.utilities import serialize, codebook
def run():
tracker = SummaryTracker()
print(f"build master on user_level and user_app_day level {datetime.now()}")
config_user_dic = serialize.open_yaml("config_user.yaml")
if config_user_dic["local"]["log"] == True:
log_file = open(os.path.join("data", "log", "mb_logger.log"), "w")
sys.stdout = log_file
if config_user_dic["local"]["skip_building"] == False:
codebook.initialize_main_codebook()
raw_master_df = Builder.build_master()
else:
if config_user_dic["local"]["test"]:
print("cant skip build in test run")
sys.exit()
else:
codebook.update_master_specs()
raw_master_df = serialize.open_pickle(os.path.join("data","external","intermediate","MasterIntermediateUser"))
print(f"\nClean Master_User {datetime.now()}")
tracker.print_diff()
clean_master_df = Cleaner().clean_master(raw_master_df)
print(f"\n Create External Files {datetime.now()}")
if config_user_dic["local"]["test"]:
print("skipping")
else:
Exporter.export_all(clean_master_df)
print("Complete!")
if config_user_dic["local"]["log"] == True:
log_file.close()
if __name__ == "__main__":
run()
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