[Mlir-commits] [mlir] [MLIR][Python] Support Python-defined passes in MLIR (PR #156000)
llvmlistbot at llvm.org
llvmlistbot at llvm.org
Tue Sep 2 02:38:41 PDT 2025
================
@@ -20,6 +23,81 @@ using namespace mlir::python;
namespace {
+// A base class for defining passes in Python
+// Users are expected to subclass this and implement the `run` method, e.g.
+// ```
+// class MyPass(Pass):
+// def __init__(self):
+// super().__init__("MyPass", ..)
+// # other init stuff..
+// def run(self, operation):
+// # do something with operation..
+// pass
+// ```
+class PyPassBase {
+public:
+ PyPassBase(std::string name, std::string argument, std::string description,
+ std::string opName)
+ : name(std::move(name)), argument(std::move(argument)),
+ description(std::move(description)), opName(std::move(opName)) {
+ callbacks.construct = [](void *obj) {};
+ callbacks.destruct = [](void *obj) {
+ nb::handle(static_cast<PyObject *>(obj)).dec_ref();
+ };
+ callbacks.run = [](MlirOperation op, MlirExternalPass, void *obj) {
+ auto handle = nb::handle(static_cast<PyObject *>(obj));
+ nb::cast<PyPassBase *>(handle)->run(op);
+ };
+ callbacks.clone = [](void *obj) -> void * {
+ nb::object copy = nb::module_::import_("copy");
+ nb::object deepcopy = copy.attr("deepcopy");
+ return deepcopy(obj).release().ptr();
+ };
+ callbacks.initialize = nullptr;
+ }
+
+ // this method should be overridden by subclasses in Python.
+ virtual void run(MlirOperation op) = 0;
+
+ virtual ~PyPassBase() = default;
+
+ // Make an MlirPass instance on-the-fly that wraps this object.
+ // Note that passmanager will take the ownership of the returned
+ // object and release it when appropriate.
+ MlirPass make() {
----------------
PragmaTwice wrote:
The reason that in this design I add a new class `PyPassBase` and lazily construct the `MlirPass` while adding into the pass manager instead of just wrapping `MlirPass` as a python object is that: the lifetime of `MlirPass` is a bit tricky.
If we don't add it into the pass manager, the owership of `MlirPass` should be in our hand (and we are responsible to release it finally), and after adding into a pass manager, the ownership is transfered into the manager, and `delete myPassPtr` will be called when the manager is destructed on the C++ side.
By lazily constructing the `MlirPass` only when adding to a pass manager, we can avoid to expose the `MlirPass` object into the python world so that we don't need to care about how to interoperate between c++ `delete passPtr` and python object ref-count.
This approach might seem a bit roundabout but works. I’m also open to trying other methods if there are any : )
https://github.com/llvm/llvm-project/pull/156000
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