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Reorganize scalars to accept global data of any dimensions #95

@xroynard

Description

@xroynard

Problem

  • scalars are 0-dimensional global data, but there is no way to include N-dimensional global data such as:
    • vectors (1D)
    • matrices (2D)
    • tensors (ND for any N)

Solution

  • store all N-dimensional (for any N>=0) global data, in a single object global_tensors, this object could be stored on disk with one of the following solutions:
    • a single file global_tensors.csv, sorted by dimension, first scalars, then vectors, then matrice...
    • a file for each dimension
      • global_0D.csv
      • global_1D.csv
      • ...
      • global_ND.csv

This changes are major changes, we should be carefull with retrocompatibility, see #97

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