the following article discusses averaging techniques, such as a 3D longitudinal 
averaging, which is what you are looking for.

looping over your multi-blocks should be a rather simple extension.

https://blog.kitware.com/paraviews-python-programmable-filters-in-geophysics/

-----------------
Jean
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