Dimension-independent loop over boost::multi_array?

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孤独总比滥情好
孤独总比滥情好 2020-12-19 06:00

Say I\'ve got an N-dimensional boost::multi_array (of type int for simplicity), where N is known at compile time but can vary (i.e. is a non-type template param

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  •  南笙
    南笙 (楼主)
    2020-12-19 06:29

    Ok, based on the Google groups discussion already mentioned in one of the comments and on one of the examples from the library itself, here is a possible solution that lets you iterate over all values in the multi-array in a single loop and offers a way to retrieve the index for each of these elements (in case this is needed for some other stuff, as in my scenario).

    #include 
    #include 
    #include 
    
    const unsigned short int DIM = 3;
    typedef double tValue;
    typedef boost::multi_array tArray;
    typedef tArray::index tIndex;
    typedef boost::array tIndexArray;
    
    tIndex getIndex(const tArray& m, const tValue* requestedElement, const unsigned short int direction)
    {
      int offset = requestedElement - m.origin();
      return(offset / m.strides()[direction] % m.shape()[direction] +  m.index_bases()[direction]); 
    }
    
    tIndexArray getIndexArray( const tArray& m, const tValue* requestedElement )
    {
      tIndexArray _index;
      for ( unsigned int dir = 0; dir < DIM; dir++ )
      {
        _index[dir] = getIndex( m, requestedElement, dir );
      }
    
      return _index;
    }
    
    
    int main()
    { 
      double* exampleData = new double[24];
      for ( int i = 0; i < 24; i++ ) { exampleData[i] = i; }
    
      tArray A( boost::extents[2][3][4] );
      A.assign(exampleData,exampleData+24);
    
      tValue* p = A.data();
      tIndexArray index;
      for ( int i = 0; i < A.num_elements(); i++ )
      {
        index = getIndexArray( A, p );
        std::cout << index[0] << " " << index[1] << " " << index[2] << " value = " << A(index) << "  check = " << *p << std::endl;
        ++p;
      }
    
      return 0;
    }
    

    The output should be

    0 0 0 value = 0 check = 0
    0 0 1 value = 1 check = 1
    0 0 2 value = 2 check = 2
    0 0 3 value = 3 check = 3
    0 1 0 value = 4 check = 4
    0 1 1 value = 5 check = 5
    0 1 2 value = 6 check = 6
    0 1 3 value = 7 check = 7
    0 2 0 value = 8 check = 8
    0 2 1 value = 9 check = 9
    0 2 2 value = 10 check = 10
    0 2 3 value = 11 check = 11
    1 0 0 value = 12 check = 12
    1 0 1 value = 13 check = 13
    1 0 2 value = 14 check = 14
    1 0 3 value = 15 check = 15
    1 1 0 value = 16 check = 16
    1 1 1 value = 17 check = 17
    1 1 2 value = 18 check = 18
    1 1 3 value = 19 check = 19
    1 2 0 value = 20 check = 20
    1 2 1 value = 21 check = 21
    1 2 2 value = 22 check = 22
    1 2 3 value = 23 check = 23
    

    so the memory layout goes from the outer to the inner indices. Note that the getIndex function relies on the default memory layout provided by boost::multi_array. In case the array base or the storage ordering are changed, this would have to be adjusted.

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