26 lines
931 B
Python
26 lines
931 B
Python
#!/usr/bin/env python
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import os
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import atlite
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import pandas as pd
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import geopandas as gpd
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from vresutils import hydro as vhydro
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import logging
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logger = logging.getLogger(__name__)
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logger.setLevel(level=snakemake.config['logging_level'])
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cutout = atlite.Cutout(snakemake.config['renewable']['hydro']['cutout'],
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cutout_dir=os.path.dirname(snakemake.input.cutout))
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countries = snakemake.config['countries']
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country_shapes = gpd.read_file(snakemake.input.country_shapes).set_index('name')['geometry'].reindex(countries)
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country_shapes.index.name = 'countries'
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eia_stats = vhydro.get_eia_annual_hydro_generation(snakemake.input.eia_hydro_generation).reindex(columns=countries)
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inflow = cutout.runoff(shapes=country_shapes,
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smooth=True,
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lower_threshold_quantile=True,
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normalize_using_yearly=eia_stats)
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inflow.to_netcdf(snakemake.output[0])
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