Two Fixes to constant prop, IList

src/kirin/analysis/const/prop.py

@@ -99,7 +99,11 @@ def try_eval_const_pure(
         _frame.set_values(stmt.args, tuple(x.data for x in values))
         method = self._interp.lookup_registry(frame, stmt)
         if method is not None:
-            value = method(self._interp, _frame, stmt)
+            try:
+                value = method(self._interp, _frame, stmt)
+            except NotImplementedError:
+                # the concrete interpreter doesn't have the implementation so we cannot evaluate it
+                return tuple(Unknown() for _ in stmt.results)
         else:
             return tuple(Unknown() for _ in stmt.results)
         match value:

src/kirin/dialects/ilist/constprop.py

@@ -31,7 +31,7 @@ def one_args(
         # 1. if the function is a constant method, and the method is pure, then the map is pure
         if isinstance(fn, const.Value) and isinstance(method := fn.data, ir.Method):
             self.detect_purity(interp_, frame, stmt, method.code, (fn, const.Unknown()))
-            if isinstance(collection, const.Value):
+            if isinstance(collection, const.Value) and stmt in frame.should_be_pure:
                 return interp_.try_eval_const_pure(frame, stmt, (fn, collection))
         elif isinstance(fn, const.PartialLambda):
             self.detect_purity(interp_, frame, stmt, fn.code, (fn, const.Unknown()))
@@ -57,7 +57,11 @@ def two_args(self, interp_: const.Propagate, frame: const.Frame, stmt: Foldl):
                 method.code,
                 (fn, const.Unknown(), const.Unknown()),
             )
-            if isinstance(collection, const.Value) and isinstance(init, const.Value):
+            if (
+                isinstance(collection, const.Value)
+                and isinstance(init, const.Value)
+                and stmt in frame.should_be_pure
+            ):
                 return interp_.try_eval_const_pure(frame, stmt, (fn, collection, init))
         elif isinstance(fn, const.PartialLambda):
             self.detect_purity(

test/analysis/dataflow/constprop/test_missing_impl.py

@@ -0,0 +1,52 @@
+from kirin import ir, types, passes, lowering
+from kirin.decl import info, statement
+from kirin.prelude import basic_no_opt
+from kirin.analysis import const
+from kirin.dialects import ilist
+
+new_dialect = ir.Dialect("test")
+
+
+@statement(dialect=new_dialect)
+class DefaultInit(ir.Statement):
+    name = "test"
+
+    traits = frozenset({lowering.FromPythonCall(), ir.Pure()})
+
+    result: ir.ResultValue = info.result(types.Int)
+
+
+dialect_group = basic_no_opt.add(new_dialect)
+
+
+def test_missing_impl_try_eval_const_pure():
+    # this test is trying to trigger the code path in propagate.py
+    # where a statement has no concrete implementation but is pure
+    # in this case, the ilist will attempt to evaluate the closure
+    # which contains a call to DefaultInit, which has no implementation
+    # in the concrete interpreter. In this case we should still be able
+    # to mark the result as Unknown, rather than failing the analysis.
+    # In other words, if a statement has no implementation, but is pure,
+    # the function `try_eval_const_pure` will catch the exception and
+    # return Unknown for the result.
+    @dialect_group
+    def test():
+        n = 10
+
+        def _inner(val: int) -> int:
+            return DefaultInit() * val  # type: ignore
+
+        return ilist.map(_inner, ilist.range(n))
+
+    passes.HintConst(dialect_group)(test)
+
+    for i in range(5):
+        stmt = test.callable_region.blocks[0].stmts.at(i)
+        assert all(
+            isinstance(result.hints.get("const"), const.Value)
+            for result in stmt.results
+        )
+
+    call_stmt = test.callable_region.blocks[0].stmts.at(5)
+    assert isinstance(call_stmt, ilist.Map)
+    assert isinstance(call_stmt.result.hints.get("const"), const.Unknown)

test/dialects/test_ilist.py

@@ -1,10 +1,12 @@
 from typing import Any, Literal
 
 from kirin import ir, types, rewrite
+from kirin.decl import info, statement
 from kirin.passes import aggressive
 from kirin.prelude import basic_no_opt, python_basic
 from kirin.analysis import const
 from kirin.dialects import py, func, ilist, lowering
+from kirin.lowering import FromPythonCall
 from kirin.passes.typeinfer import TypeInfer
 
 
@@ -386,6 +388,31 @@ def main2():
     assert target.data == (6, 6)
 
 
+def test_ilist_constprop_non_pure():
+
+    new_dialect = ir.Dialect("test")
+
+    @statement(dialect=new_dialect)
+    class DefaultInit(ir.Statement):
+        name = "test"
+        traits = frozenset({FromPythonCall()})
+        result: ir.ResultValue = info.result(types.Float)
+
+    dialect_group = basic_no_opt.add(new_dialect)
+
+    @dialect_group
+    def test():
+
+        def inner(_: int):
+            return DefaultInit()
+
+        return ilist.map(inner, ilist.range(10))
+
+    _, res = const.Propagate(dialect_group).run(test)
+
+    assert isinstance(res, const.Unknown)
+
+
 rule = rewrite.Fixpoint(rewrite.Walk(ilist.rewrite.Unroll()))
 xs = ilist.IList([1, 2, 3])