Optimize my code or get out this process without charge as much RAM?

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I'm working with script code in python for some processes from raster layers, my code takes the raster files, create arrays of data, manipulate the data and then creates a rater output with the results. My problem is, this process much load my ram and my computer dies. I'm working with basins and therefore a large amount of data in each array. I want to know if there is some other way to optimize my code or get out this process without charge as much RAM?



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