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%configure_logging

from trase.tools.sps import SupplyChain

supplychain = SupplyChain("peru/gold", 2018)
# supplychain.preparation()
supplychain.load()
# supplychain.run()
# supplychain.flow_report_by_attribute("vol", ["status", "branch"])
# supplychain.export_results()
# supplychain.upload_results()

supplychain.get("flows").columns

import pandas as pd

pd.read_csv(
    "2018/downloaded/flows.csv", sep=";", usecols=["PRODUCT_SCHEDULE_B_CODE"]
).drop_duplicates()

len("7108120000")

supplychain.get("flows").columns

import pandas as pd

pd.read_csv(
    "2018/downloaded/flows.csv", sep=";", usecols=["PRODUCT_SCHEDULE_B_CODE"]
).drop_duplicates()

len("7108120000")

supplychain.get("flows").columns

import pandas as pd

pd.read_csv(
    "2018/downloaded/flows.csv", sep=";", usecols=["PRODUCT_SCHEDULE_B_CODE"]
).drop_duplicates()

len("7108120000")