[mlir][sparse][pytaco] migrate to sparse compiler pipeline

Reviewed By: bixia

Differential Revision: https://reviews.llvm.org/D119395

mlir/test/Integration/Dialect/SparseTensor/taco/tools/mlir_pytaco_utils.py

@@ -154,19 +154,7 @@ def compile_and_build_engine(
     A JIT execution engine for the MLIR module.
 
   """
-  pipeline = (
-      f"sparsification,"
-      f"sparse-tensor-conversion,"
-      f"builtin.func(linalg-bufferize,convert-linalg-to-loops,convert-vector-to-scf),"
-      f"convert-scf-to-cf,"
-      f"func-bufferize,"
-      f"arith-bufferize,"
-      f"builtin.func(tensor-bufferize,finalizing-bufferize),"
-      f"convert-vector-to-llvm{{reassociate-fp-reductions=1 enable-index-optimizations=1}},"
-      f"lower-affine,"
-      f"convert-memref-to-llvm,"
-      f"convert-std-to-llvm,"
-      f"reconcile-unrealized-casts")
+  pipeline = f"sparse-compiler"
   PassManager.parse(pipeline).run(module)
   return execution_engine.ExecutionEngine(
       module, opt_level=_OPT_LEVEL, shared_libs=[_get_support_lib_name()])