Problem: currently cells are calculated one at a time, lazily as needed. This works fine if only a few cells, but if a large array has a very large number of different cells then it is inefficient and slow
Proposal: turn off cell calculations by setting __calc_now__=False and wait until all the cell parameters are entered, then use numpy array broadcasting to calculate all the cells at the same time. If necessary, also try either numexpr, Cython, Numba, or Pythran to leverage SIMD and CPU cache.
Problem: currently cells are calculated one at a time, lazily as needed. This works fine if only a few cells, but if a large array has a very large number of different cells then it is inefficient and slow
Proposal: turn off cell calculations by setting
__calc_now__=Falseand wait until all the cell parameters are entered, then use numpy array broadcasting to calculate all the cells at the same time. If necessary, also try either numexpr, Cython, Numba, or Pythran to leverage SIMD and CPU cache.