2022-04-03 16:49:35 +00:00
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"""Build population-weighted energy totals."""
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import pandas as pd
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if __name__ == '__main__':
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if 'snakemake' not in globals():
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from helper import mock_snakemake
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snakemake = mock_snakemake(
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2022-05-02 16:19:59 +00:00
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'build_population_weighted_energy_totals',
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2022-04-03 16:49:35 +00:00
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simpl='',
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clusters=48,
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)
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pop_layout = pd.read_csv(snakemake.input.clustered_pop_layout, index_col=0)
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energy_totals = pd.read_csv(snakemake.input.energy_totals, index_col=0)
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nodal_energy_totals = energy_totals.loc[pop_layout.ct].fillna(0.)
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nodal_energy_totals.index = pop_layout.index
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nodal_energy_totals = nodal_energy_totals.multiply(pop_layout.fraction, axis=0)
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2022-05-02 16:19:59 +00:00
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nodal_energy_totals.to_csv(snakemake.output[0])
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