Make MethodType explicit

docs/cookbook/foodlang/cf_rewrite.md

@@ -132,7 +132,7 @@ def food(self):
 
         if fold:
             fold_pass(mt)
-        
+
         if hungry:
             Walk(NewFoodAndNap()).rewrite(mt.code)
 

example/food/script.py

@@ -1,9 +1,9 @@
 # type: ignore
-from emit import EmitReceptMain
 from group import food
 from stmts import Eat, Nap, Cook, NewFood
 from recept import FeeAnalysis
 
+from emit import EmitReceptMain
 from interp import FoodMethods as FoodMethods
 from lattice import AtLeastXItem
 from rewrite import NewFoodAndNap

example/quantum/script.py

@@ -4,6 +4,7 @@
 from enum import Enum
 from typing import ClassVar
 from dataclasses import dataclass
+
 from qulacs import QuantumState
 
 
@@ -27,7 +28,7 @@ class Basis(Enum):
 
 # [section]
 from kirin import ir, types, lowering
-from kirin.decl import statement, info
+from kirin.decl import info, statement
 from kirin.prelude import basic
 
 # our language definitions and compiler begins
@@ -161,8 +162,9 @@ def main(state: QuantumState):
 # we need to implement the runtime for the quantum circuit
 # let's just import qulacs a quantum circuit simulator
 
+from qulacs import QuantumState, gate
+
 from kirin import interp
-from qulacs import gate, QuantumState
 
 
 @dialect.register

src/kirin/analysis/typeinfer/solve.py

@@ -69,6 +69,13 @@ def substitute(self, typ: types.TypeAttribute) -> types.TypeAttribute:
             )
         elif isinstance(typ, types.Union):
             return types.Union(self.substitute(t) for t in typ.types)
+        elif isinstance(typ, types.FunctionType):
+            return types.FunctionType(
+                params_type=tuple(self.substitute(t) for t in typ.params_type),
+                return_type=(
+                    self.substitute(typ.return_type) if typ.return_type else None
+                ),
+            )
         return typ
 
     def solve(
@@ -94,6 +101,8 @@ def solve(
             return self.solve_Generic(annot, value)
         elif isinstance(annot, types.Union):
             return self.solve_Union(annot, value)
+        elif isinstance(annot, types.FunctionType):
+            return self.solve_FunctionType(annot, value)
 
         if annot.is_subseteq(value):
             return Ok
@@ -133,6 +142,24 @@ def solve_Generic(self, annot: types.Generic, value: types.TypeAttribute):
                 return result
         return Ok
 
+    def solve_FunctionType(self, annot: types.FunctionType, value: types.TypeAttribute):
+        if not isinstance(value, types.FunctionType):
+            return ResolutionError(annot, value)
+
+        for var, val in zip(annot.params_type, value.params_type):
+            result = self.solve(var, val)
+            if not result:
+                return result
+
+        if not annot.return_type or not value.return_type:
+            return Ok
+
+        result = self.solve(annot.return_type, value.return_type)
+        if not result:
+            return result
+
+        return Ok
+
     def solve_Union(self, annot: types.Union, value: types.TypeAttribute):
         for typ in annot.types:
             result = self.solve(typ, value)

src/kirin/dialects/func/__init__.py

@@ -5,7 +5,7 @@
     constprop as constprop,
     typeinfer as typeinfer,
 )
-from kirin.dialects.func.attrs import Signature as Signature, MethodType as MethodType
+from kirin.dialects.func.attrs import Signature as Signature
 from kirin.dialects.func.stmts import (
     Call as Call,
     Invoke as Invoke,

src/kirin/dialects/func/attrs.py

@@ -2,7 +2,7 @@
 from dataclasses import dataclass
 
 from kirin import types
-from kirin.ir import Method, Attribute
+from kirin.ir import Attribute
 from kirin.print.printer import Printer
 from kirin.serialization.core.serializationunit import SerializationUnit
 
@@ -12,10 +12,10 @@
 
 from ._dialect import dialect
 
-TypeofMethodType = types.PyClass[Method]
-MethodType = types.Generic(
-    Method, types.TypeVar("Params", types.Tuple), types.TypeVar("Ret")
-)
+# TypeofMethodType = types.PyClass[Method]
+# MethodType = types.Generic(
+#     Method, types.TypeVar("Params", types.Tuple), types.TypeVar("Ret")
+# )
 TypeLatticeElem = TypeVar("TypeLatticeElem", bound="types.TypeAttribute")
 
 

src/kirin/dialects/func/stmts.py

@@ -1,13 +1,13 @@
 from __future__ import annotations
 
-from types import MethodType as ClassMethodType, FunctionType
+from types import MethodType as PyClassMethodType, FunctionType as PyFunctionType
 from typing import TypeVar
 
 from kirin import ir, types
 from kirin.decl import info, statement
 from kirin.print.printer import Printer
 
-from .attrs import Signature, MethodType
+from .attrs import Signature
 from ._dialect import dialect
 
 
@@ -58,7 +58,7 @@ class Function(ir.Statement):
     """The signature of the function at declaration."""
     body: ir.Region = info.region(multi=True)
     """The body of the function."""
-    result: ir.ResultValue = info.result(MethodType)
+    result: ir.ResultValue = info.result(types.MethodType)
     """The result of the function."""
 
     def print_impl(self, printer: Printer) -> None:
@@ -115,7 +115,7 @@ class Lambda(ir.Statement):
     """The signature of the function at declaration."""
     captured: tuple[ir.SSAValue, ...] = info.argument()
     body: ir.Region = info.region(multi=True)
-    result: ir.ResultValue = info.result(MethodType)
+    result: ir.ResultValue = info.result(types.MethodType)
 
     def check(self) -> None:
         assert self.body.blocks, "lambda body must not be empty"
@@ -145,7 +145,7 @@ def print_impl(self, printer: Printer) -> None:
 class GetField(ir.Statement):
     name = "getfield"
     traits = frozenset({ir.Pure()})
-    obj: ir.SSAValue = info.argument(MethodType)
+    obj: ir.SSAValue = info.argument(types.MethodType)
     field: int = info.attribute()
     # NOTE: mypy somehow doesn't understand default init=False
     result: ir.ResultValue = info.result(init=False)
@@ -249,15 +249,15 @@ def print_impl(self, printer: Printer) -> None:
 
     def check_type(self) -> None:
         if not self.callee.type.is_subseteq(types.MethodType):
-            if self.callee.type.is_subseteq(types.PyClass(FunctionType)):
+            if self.callee.type.is_subseteq(types.PyClass(PyFunctionType)):
                 raise ir.TypeCheckError(
                     self,
                     f"callee must be a method type, got {self.callee.type}",
                     help="did you call a Python function directly? "
                     "consider decorating it with kernel decorator",
                 )
 
-            if self.callee.type.is_subseteq(types.PyClass(ClassMethodType)):
+            if self.callee.type.is_subseteq(types.PyClass(PyClassMethodType)):
                 raise ir.TypeCheckError(
                     self,
                     "callee must be a method type, got class method",

src/kirin/dialects/func/typeinfer.py

@@ -3,7 +3,7 @@
 from kirin import ir, types
 from kirin.interp import Frame, MethodTable, ReturnValue, impl
 from kirin.analysis import const
-from kirin.analysis.typeinfer import TypeInference, TypeResolution
+from kirin.analysis.typeinfer import TypeInference
 from kirin.dialects.func.stmts import (
     Call,
     Invoke,
@@ -54,20 +54,11 @@ def call(self, interp_: TypeInference, frame: Frame, stmt: Call):
 
     def _solve_method_type(self, interp: TypeInference, frame: Frame, stmt: Call):
         mt_inferred = frame.get(stmt.callee)
-        if not isinstance(mt_inferred, types.Generic):
-            return (types.Bottom,)
 
-        if len(mt_inferred.vars) != 2:
-            return (types.Bottom,)
-        args = mt_inferred.vars[0]
-        result = mt_inferred.vars[1]
-        if not args.is_subseteq(types.Tuple):
+        if not isinstance(mt_inferred, types.FunctionType):
             return (types.Bottom,)
 
-        resolve = TypeResolution()
-        # NOTE: we are not using [...] below to be compatible with 3.10
-        resolve.solve(args, types.Tuple.where(frame.get_values(stmt.inputs)))
-        return (resolve.substitute(result),)
+        return (mt_inferred.return_type,)
 
     @impl(Invoke)
     def invoke(self, interp_: TypeInference, frame: Frame, stmt: Invoke):

src/kirin/dialects/ilist/stmts.py

@@ -66,7 +66,7 @@
 class Map(ir.Statement):
     traits = frozenset({ir.MaybePure(), lowering.FromPythonCall()})
     purity: bool = info.attribute(default=False)
     fn: ir.SSAValue = info.argument(types.MethodType[[ElemT], OutElemT])
     collection: ir.SSAValue = info.argument(IListType[ElemT, ListLen])
     result: ir.ResultValue = info.result(IListType[OutElemT, ListLen])
 
@@ -75,9 +75,7 @@
 class Foldr(ir.Statement):
     traits = frozenset({ir.MaybePure(), lowering.FromPythonCall()})
     purity: bool = info.attribute(default=False)
-    fn: ir.SSAValue = info.argument(
-        types.Generic(ir.Method, [ElemT, OutElemT], OutElemT)
-    )
+    fn: ir.SSAValue = info.argument(types.MethodType[[ElemT, OutElemT], OutElemT])
     collection: ir.SSAValue = info.argument(IListType[ElemT])
     init: ir.SSAValue = info.argument(OutElemT)
     result: ir.ResultValue = info.result(OutElemT)
@@ -87,9 +85,8 @@
 class Foldl(ir.Statement):
     traits = frozenset({ir.MaybePure(), lowering.FromPythonCall()})
     purity: bool = info.attribute(default=False)
-    fn: ir.SSAValue = info.argument(
-        types.Generic(ir.Method, [OutElemT, ElemT], OutElemT)
-    )
+    fn: ir.SSAValue = info.argument(types.MethodType[[OutElemT, ElemT], OutElemT])
+
     collection: ir.SSAValue = info.argument(IListType[ElemT])
     init: ir.SSAValue = info.argument(OutElemT)
     result: ir.ResultValue = info.result(OutElemT)
@@ -104,7 +101,7 @@
     traits = frozenset({ir.MaybePure(), lowering.FromPythonCall()})
     purity: bool = info.attribute(default=False)
     fn: ir.SSAValue = info.argument(
-        types.Generic(ir.Method, [OutElemT, ElemT], types.Tuple[OutElemT, ResultT])
+        types.MethodType[[OutElemT, ElemT], types.Tuple[OutElemT, ResultT]]
     )
     collection: ir.SSAValue = info.argument(IListType[ElemT, ListLen])
     init: ir.SSAValue = info.argument(OutElemT)
@@ -117,7 +114,7 @@
 class ForEach(ir.Statement):
     traits = frozenset({ir.MaybePure(), lowering.FromPythonCall()})
     purity: bool = info.attribute(default=False)
-    fn: ir.SSAValue = info.argument(types.Generic(ir.Method, [ElemT], types.NoneType))
+    fn: ir.SSAValue = info.argument(types.MethodType[[ElemT], types.NoneType])
     collection: ir.SSAValue = info.argument(IListType[ElemT])
 
 
@@ -141,7 +138,7 @@
     purity: bool = info.attribute(default=False)
     collection: ir.SSAValue = info.argument(IListType[ElemT, ListLen])
     key: ir.SSAValue = info.argument(
-        types.Union((types.Generic(ir.Method, [ElemT], ElemT), types.NoneType))
+        types.Union((types.MethodType[[ElemT], ElemT], types.NoneType))
     )
     reverse: ir.SSAValue = info.argument(types.Bool)
     result: ir.ResultValue = info.result(IListType[ElemT, ListLen])

src/kirin/dialects/lowering/func.py

@@ -35,9 +35,7 @@ def lower_FunctionDef(
         entries: dict[str, ir.SSAValue] = {}
         entr_block = ir.Block()
         fn_self = entr_block.args.append_from(
-            types.Generic(
-                ir.Method, types.Tuple.where(signature.inputs), signature.output
-            ),
+            types.MethodType[list(signature.inputs), signature.output],
             node.name + "_self",
         )
         entries[node.name] = fn_self

src/kirin/ir/attrs/_types.pyi

@@ -1,7 +1,16 @@
 from dataclasses import dataclass
 
 from .abc import Attribute
-from .types import Union, Generic, Literal, PyClass, TypeVar, TypeAttribute
+from .types import (
+    Union,
+    Generic,
+    Literal,
+    PyClass,
+    TypeVar,
+    FunctionType,
+    TypeAttribute,
+    TypeofMethodType,
+)
 
 @dataclass
 class _TypeAttribute(Attribute):
@@ -11,3 +20,5 @@ class _TypeAttribute(Attribute):
     def is_subseteq_PyClass(self, other: PyClass) -> bool: ...
     def is_subseteq_Generic(self, other: Generic) -> bool: ...
     def is_subseteq_fallback(self, other: TypeAttribute) -> bool: ...
+    def is_subseteq_TypeofMethodType(self, other: TypeofMethodType) -> bool: ...
+    def is_subseteq_FunctionType(self, other: FunctionType) -> bool: ...