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build_ship_raster: performance improvement

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Fabian Neumann 2024-01-04 19:42:22 +01:00
parent 608a12fed2
commit b135a0cc01
1 changed files with 9 additions and 7 deletions
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16
scripts/build_ship_raster.py
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@ -62,11 +62,13 @@ if __name__ == "__main__":
xs, Xs, ys, Ys = zip(*(determine_cutout_xXyY(cutout) for cutout in cutouts))
with zipfile.ZipFile(snakemake.input.ship_density) as zip_f:
zip_f.extract("shipdensity_global.tif")
with rioxarray.open_rasterio("shipdensity_global.tif") as ship_density:
ship_density = ship_density.drop_vars(["band"]).sel(
x=slice(min(xs), max(Xs)), y=slice(max(Ys), min(ys))
)
ship_density.rio.to_raster(snakemake.output[0])
resources = Path(snakemake.output[0]).parent
fn = "shipdensity_global.tif"
zip_f.extract(fn, resources)
with rioxarray.open_rasterio(resources / fn) as ship_density:
ship_density = ship_density.drop_vars(["band"]).sel(
x=slice(min(xs), max(Xs)), y=slice(max(Ys), min(ys))
)
ship_density.rio.to_raster(snakemake.output[0])
os.remove("shipdensity_global.tif")
(resources / fn).unlink()