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%configure_logging

from trase.tools.sps import SupplyChain

for year in [2017, 2018, 2019, 2020, 2021]:
    supplychain = SupplyChain("indonesia/national_palm_oil", year)
    supplychain.preparation()
    supplychain.load()
    supplychain.export_results()
    supplychain.upload_results()

import pandas as pd
from trase.tools.sps import SupplyChain

df = supplychain.get("flows")
df["COUNTRY_OF_ORIGIN"] = "NA"
df["HS6"] = df["HS"].str[:6]
df["YEAR"] = pd.to_datetime(df["DATE"]).dt.year

df.loc[df["COUNTRY"] == "INDIA", "COUNTRY"] = "UNKNOWN"
df