[FRONTEND] Add get_int_attr to Operation for out-of-tree walk

Enables extracting integer attributes from MLIR operations during out-of-tree
walks. Useful for extracting constant values and attributes like start/end
from tt.make_range.

Follows the pattern established in PR triton-lang#3191.

Signed-off-by: Joshua James Venter <venter.joshua@gmail.com>

Author: jjvraw

python/src/ir.cc

@@ -635,6 +635,13 @@ void init_triton_ir(py::module &&m) {
                return py::none();
              return py::str(ret.getValue().str());
            })
+      .def("get_int_attr",
+           [](Operation &self, const std::string &name) -> py::object {
+             auto ret = self.getAttrOfType<IntegerAttr>(name);
+             if (!ret)
+               return py::none();
+             return py::int_(ret.getInt());
+           })
       .def("get_bool_attr",
            [](Operation &self, const std::string &name) -> py::object {
              auto ret = self.getAttrOfType<BoolAttr>(name);

python/test/unit/runtime/test_bindings.py

@@ -4,6 +4,8 @@
 import torch
 import math
 
+_BLOCK_SIZE = 16
+
 
 @triton.jit
 def add_helper(x, y):
@@ -50,14 +52,20 @@ def walk_fn(op):
             op.get_str_attr("sym_name")
         if name == "tt.call":
             op.get_flat_symbol_ref_attr("callee")
+        if name == "tt.make_range":
+            assert 0 == op.get_int_attr("start")
+            assert _BLOCK_SIZE == op.get_int_attr("end")
+        if name == "arith.constant":
+            val = op.get_int_attr("value")
+            assert val is None or isinstance(val, int)
 
     kernel = add_kernel
     args = [
         torch.empty((32, 32), device=device),  # in_ptr0
         torch.empty((32, 32), device=device),  # in_ptr1
         1024,  # n_elements
         torch.empty((32, 32), device=device),  # out_ptr
-        16,  # BLOCK_SIZE
+        _BLOCK_SIZE,  # BLOCK_SIZE
     ]
     target = triton.runtime.driver.active.get_current_target()
     backend = triton.compiler.compiler.make_backend(target)