[mlir][sparse] implement singleton dimension level type
This is a first step towards fully implementing the new dimension level types and properties, illustrating with a fully functional sorted COO of any dimension. Note that the sparsification part is pretty complete. The required parts in the runtime support library have been kept to a minimum, to avoid huge conflicts with Wren's ongoing refactoring. The missing parts will be filled in later. Reviewed By: Peiming Differential Revision: https://reviews.llvm.org/D134096
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