Tabulate Area using GDAL and Numpy

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How could I perform a Tabulate Area using GDAL and Numpy? I am trying to summarize how many pixels of each class in a Landcover raster are within each polygon of a Census Blocks shapefile.

I've tried playing with numpy.histogram2d, but didn't have any luck.



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