| from datetime import datetime |
| import os |
| import sys |
| import git |
|
|
| |
| 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() |
|
|
