Indexing into the vectors returned by getcolptr/rowvals/nonzeros is slow

[severinson]

Each of these functions return a H5View, for which each indexing operation requires reading from disk. To support efficient iteration over a H5SparseMatrixCSC, the library should automatically load chunks of the colptr/rowvals/nonzeros vectors into memory that are cached.