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First of all thanks for the code. I have the same issue for grid.flowdir and grid.accumulation but I solve it with this code : nodata_out=np.int64(0)
But for grid.snap_to_mask and grid.catchment, the use of nodata_out doesn't succed.
Here you can see the code :