[Mlir-commits] [mlir] [MLIR][Python] Support Python-defined rewrite patterns (PR #162699)
Maksim Levental
llvmlistbot at llvm.org
Thu Oct 9 21:14:17 PDT 2025
================
@@ -165,13 +175,115 @@ class PyFrozenRewritePatternSet {
MlirFrozenRewritePatternSet set;
};
+class PyRewritePatternSet {
+public:
+ PyRewritePatternSet(MlirContext ctx)
+ : set(mlirRewritePatternSetCreate(ctx)), ctx(ctx) {}
+ ~PyRewritePatternSet() {
+ if (set.ptr)
+ mlirRewritePatternSetDestroy(set);
+ }
+
+ void add(MlirStringRef rootName, MlirPatternBenefit benefit,
+ const nb::callable &matchAndRewrite) {
+ MlirRewritePatternCallbacks callbacks;
+ callbacks.construct = [](void *userData) {
+ nb::handle(static_cast<PyObject *>(userData)).inc_ref();
+ };
+ callbacks.destruct = [](void *userData) {
+ nb::handle(static_cast<PyObject *>(userData)).dec_ref();
+ };
+ callbacks.matchAndRewrite = [](MlirRewritePattern pattern, MlirOperation op,
+ MlirPatternRewriter rewriter,
+ void *userData) -> MlirLogicalResult {
+ nb::handle f(static_cast<PyObject *>(userData));
+ nb::object res = f(op, PyPatternRewriter(rewriter), pattern);
+ return logicalResultFromObject(res);
+ };
+ MlirRewritePattern pattern = mlirOpRewritePattenCreate(
+ rootName, benefit, ctx, callbacks, matchAndRewrite.ptr(),
+ /* nGeneratedNames */ 0,
+ /* generatedNames */ nullptr);
+ mlirRewritePatternSetAdd(set, pattern);
+ }
+
+ PyFrozenRewritePatternSet freeze() {
+ MlirRewritePatternSet s = set;
+ set.ptr = nullptr;
+ return mlirFreezeRewritePattern(s);
+ }
+
+private:
+ MlirRewritePatternSet set;
+ MlirContext ctx;
+};
+
} // namespace
/// Create the `mlir.rewrite` here.
void mlir::python::populateRewriteSubmodule(nb::module_ &m) {
- nb::class_<PyPatternRewriter>(m, "PatternRewriter")
- .def_prop_ro("ip", &PyPatternRewriter::getInsertionPoint,
- "The current insertion point of the PatternRewriter.");
+ //----------------------------------------------------------------------------
+ // Mapping of the PatternRewriter
+ //----------------------------------------------------------------------------
+ nb::
+ class_<PyPatternRewriter>(m, "PatternRewriter")
+ .def_prop_ro("ip", &PyPatternRewriter::getInsertionPoint,
+ "The current insertion point of the PatternRewriter.")
+ .def(
+ "replace_op",
+ [](PyPatternRewriter &self, MlirOperation op,
+ MlirOperation newOp) { self.replaceOp(op, newOp); },
+ "Replace an operation with a new operation.",
+ // clang-format off
+ nb::sig("def replace_op(self, op: " MAKE_MLIR_PYTHON_QUALNAME("ir.Operation")
+ ", new_op: " MAKE_MLIR_PYTHON_QUALNAME("ir.Operation") ") -> None")
+ // clang-format on
+ )
+ .def(
+ "replace_op",
+ [](PyPatternRewriter &self, MlirOperation op,
+ const std::vector<MlirValue> &values) {
+ self.replaceOp(op, values);
+ },
+ "Replace an operation with a list of values.",
+ // clang-format off
+ nb::sig("def replace_op(self, op: " MAKE_MLIR_PYTHON_QUALNAME("ir.Operation")
+ ", values: list[" MAKE_MLIR_PYTHON_QUALNAME("ir.Value") "]) -> None")
----------------
makslevental wrote:
nit: can you put this on one line
https://github.com/llvm/llvm-project/pull/162699
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