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