[mlir][sparse] start a sparse codegen conversion pass

[mlir][sparse] start a sparse codegen conversion pass

This new pass provides an alternative to the current conversion pass
that converts sparse tensor types and sparse primitives to opaque pointers
and calls into a runtime support library. This pass will map sparse tensor
types to actual data structures and primitives to actual code. In the long
run, this new pass will remove our dependence on the support library, avoid
the need to link in fully templated and expanded code, and provide much better
opportunities for optimization on the generated code.

Reviewed By: Peiming

Differential Revision: https://reviews.llvm.org/D132766