"""Benchmarking of r.patch @author Aaron Saw Min Sern """ from grass.exceptions import CalledModuleError from grass.pygrass.modules import Module from subprocess import DEVNULL import grass.benchmark as bm def main(): results = [] # Users can add more or modify existing reference maps benchmark(7071, "r.patch_50M", results) benchmark(14142, "r.patch_200M", results) benchmark(10000, "r.patch_100M", results) benchmark(20000, "r.patch_400M", results) bm.nprocs_plot(results, filename="rpatch_benchmark.svg") def benchmark(size, label, results): references = ["r_patch_reference_map_{}".format(i) for i in range(4)] output = "benchmark_r_patch" generate_map(rows=size, cols=size, fname=references) module = Module( "r.patch", input=references, output=output, run_=False, stdout_=DEVNULL, overwrite=True, ) results.append(bm.benchmark_nprocs(module, label=label, max_nprocs=24, repeat=3)) for r in references: Module("g.remove", quiet=True, flags="f", type="raster", name=r) Module("g.remove", quiet=True, flags="f", type="raster", name=output) def generate_map(rows, cols, fname): temp = "r_patch_reference_tmp" Module("g.region", flags="p", s=0, n=rows, w=0, e=cols, res=1) # Generate using r.random.surface if r.surf.fractal fails try: print("Generating reference map using r.surf.fractal...") for r in fname: Module( "r.surf.fractal", output=temp, overwrite=True, ) # Make approximate half of the reference map to be null Module( "r.mapcalc", expression=f"{r} = if({temp}, {temp}, 0, null())", overwrite=True, ) except CalledModuleError: print("r.surf.fractal fails, using r.random.surface instead...") for r in fname: Module( "r.random.surface", maximum=255, output=temp, overwrite=True, ) Module( "r.mapcalc", expression=f"{r} = if({temp} - 128, {temp}, 0, null())", overwrite=True, ) Module("g.remove", quiet=True, flags="f", type="raster", name=temp) if __name__ == "__main__": main()