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%configure_logging

from trase.tools.sps import SupplyChain

for year in [2018, 2019, 2020, 2021]:
    supplychain = SupplyChain("bolivia/soy", year)
    supplychain.preparation()
    supplychain.load()
    supplychain.run()
    supplychain.export_results()
    #     supplychain.upload_results()
    supplychain.flow_report_by_attribute("vol_tn", ["branch"])

a = supplychain.get("municipalities")
a["municipality"].str.contains("VELASCO")

df = supplychain.get("production")
df[df["municipality"].str.contains("VELASCO")]