Improve type checking of generic function bodies (#1580)

This commit series gives type variable ids their own type and replaces the class/function type variable distinction with a plain/metavariable distinction. The main goal is to fix #603, but it's also progress towards #1261 and other bugs involving type variable inference.

Metavariables (or unification variables) are variables introduced during type inference to represent the types that will be substituted for generic class or function type parameters. They only exist during type inference and should never escape into the inferred type of identifiers.

Fixes #603.

mypy/applytype.py

@@ -3,7 +3,7 @@
 import mypy.subtypes
 from mypy.sametypes import is_same_type
 from mypy.expandtype import expand_type
-from mypy.types import Type, TypeVarType, CallableType, AnyType, Void
+from mypy.types import Type, TypeVarId, TypeVarType, CallableType, AnyType, Void
 from mypy.messages import MessageBuilder
 from mypy.nodes import Context
 
@@ -48,7 +48,7 @@ def apply_generic_arguments(callable: CallableType, types: List[Type],
  msg.incompatible_typevar_value(callable, i + 1, type, context)
 
  # Create a map from type variable id to target type.
- id_to_type = {} # type: Dict[int, Type]
+ id_to_type = {} # type: Dict[TypeVarId, Type]
  for i, tv in enumerate(tvars):
  if types[i]:
  id_to_type[tv.id] = types[i]

mypy/checker.py

@@ -32,7 +32,7 @@
 from mypy.types import (
  Type, AnyType, CallableType, Void, FunctionLike, Overloaded, TupleType,
  Instance, NoneTyp, ErrorType, strip_type,
- UnionType, TypeVarType, PartialType, DeletedType, UninhabitedType
+ UnionType, TypeVarId, TypeVarType, PartialType, DeletedType, UninhabitedType
 )
 from mypy.sametypes import is_same_type
 from mypy.messages import MessageBuilder
@@ -920,7 +920,7 @@ def check_getattr_method(self, typ: CallableType, context: Context) -> None:
  def expand_typevars(self, defn: FuncItem,
  typ: CallableType) -> List[Tuple[FuncItem, CallableType]]:
  # TODO use generator
- subst = [] # type: List[List[Tuple[int, Type]]]
+ subst = [] # type: List[List[Tuple[TypeVarId, Type]]]
  tvars = typ.variables or []
  tvars = tvars[:]
  if defn.info:
@@ -2524,17 +2524,17 @@ def get_isinstance_type(node: Node, type_map: Dict[Node, Type]) -> Type:
  return UnionType(types)
 
 
-def expand_node(defn: Node, map: Dict[int, Type]) -> Node:
+def expand_node(defn: Node, map: Dict[TypeVarId, Type]) -> Node:
  visitor = TypeTransformVisitor(map)
  return defn.accept(visitor)
 
 
-def expand_func(defn: FuncItem, map: Dict[int, Type]) -> FuncItem:
+def expand_func(defn: FuncItem, map: Dict[TypeVarId, Type]) -> FuncItem:
  return cast(FuncItem, expand_node(defn, map))
 
 
 class TypeTransformVisitor(TransformVisitor):
- def __init__(self, map: Dict[int, Type]) -> None:
+ def __init__(self, map: Dict[TypeVarId, Type]) -> None:
  super().__init__()
  self.map = map
 

mypy/checkexpr.py

@@ -4,7 +4,7 @@
 
 from mypy.types import (
  Type, AnyType, CallableType, Overloaded, NoneTyp, Void, TypeVarDef,
- TupleType, Instance, TypeVarType, ErasedType, UnionType,
+ TupleType, Instance, TypeVarId, TypeVarType, ErasedType, UnionType,
  PartialType, DeletedType, UnboundType, UninhabitedType, TypeType
 )
 from mypy.nodes import (
@@ -22,7 +22,7 @@
 import mypy.checker
 from mypy import types
 from mypy.sametypes import is_same_type
-from mypy.replacetvars import replace_func_type_vars
+from mypy.erasetype import replace_meta_vars
 from mypy.messages import MessageBuilder
 from mypy import messages
 from mypy.infer import infer_type_arguments, infer_function_type_arguments
@@ -34,6 +34,7 @@
 from mypy.semanal import self_type
 from mypy.constraints import get_actual_type
 from mypy.checkstrformat import StringFormatterChecker
+from mypy.expandtype import expand_type
 
 from mypy import experiments
 
@@ -234,6 +235,7 @@ def check_call(self, callee: Type, args: List[Node],
  lambda i: self.accept(args[i]))
 
  if callee.is_generic():
+ callee = freshen_generic_callable(callee)
  callee = self.infer_function_type_arguments_using_context(
  callee, context)
  callee = self.infer_function_type_arguments(
@@ -394,12 +396,12 @@ def infer_function_type_arguments_using_context(
  ctx = self.chk.type_context[-1]
  if not ctx:
  return callable
- # The return type may have references to function type variables that
+ # The return type may have references to type metavariables that
  # we are inferring right now. We must consider them as indeterminate
  # and they are not potential results; thus we replace them with the
  # special ErasedType type. On the other hand, class type variables are
  # valid results.
- erased_ctx = replace_func_type_vars(ctx, ErasedType())
+ erased_ctx = replace_meta_vars(ctx, ErasedType())
  ret_type = callable.ret_type
  if isinstance(ret_type, TypeVarType):
  if ret_type.values or (not isinstance(ctx, Instance) or
@@ -1264,15 +1266,16 @@ def visit_set_expr(self, e: SetExpr) -> Type:
  def check_list_or_set_expr(self, items: List[Node], fullname: str,
  tag: str, context: Context) -> Type:
  # Translate into type checking a generic function call.
- tv = TypeVarType('T', -1, [], self.chk.object_type())
+ tvdef = TypeVarDef('T', -1, [], self.chk.object_type())
+ tv = TypeVarType(tvdef)
  constructor = CallableType(
  [tv],
  [nodes.ARG_STAR],
  [None],
  self.chk.named_generic_type(fullname, [tv]),
  self.named_type('builtins.function'),
  name=tag,
- variables=[TypeVarDef('T', -1, None, self.chk.object_type())])
+ variables=[tvdef])
  return self.check_call(constructor,
  items,
  [nodes.ARG_POS] * len(items), context)[0]
@@ -1301,20 +1304,21 @@ def visit_tuple_expr(self, e: TupleExpr) -> Type:
 
  def visit_dict_expr(self, e: DictExpr) -> Type:
  # Translate into type checking a generic function call.
- tv1 = TypeVarType('KT', -1, [], self.chk.object_type())
- tv2 = TypeVarType('VT', -2, [], self.chk.object_type())
+ ktdef = TypeVarDef('KT', -1, [], self.chk.object_type())
+ vtdef = TypeVarDef('VT', -2, [], self.chk.object_type())
+ kt = TypeVarType(ktdef)
+ vt = TypeVarType(vtdef)
  # The callable type represents a function like this:
  #
  # def <unnamed>(*v: Tuple[kt, vt]) -> Dict[kt, vt]: ...
  constructor = CallableType(
- [TupleType([tv1, tv2], self.named_type('builtins.tuple'))],
+ [TupleType([kt, vt], self.named_type('builtins.tuple'))],
  [nodes.ARG_STAR],
  [None],
- self.chk.named_generic_type('builtins.dict', [tv1, tv2]),
+ self.chk.named_generic_type('builtins.dict', [kt, vt]),
  self.named_type('builtins.function'),
  name='<list>',
- variables=[TypeVarDef('KT', -1, None, self.chk.object_type()),
- TypeVarDef('VT', -2, None, self.chk.object_type())])
+ variables=[ktdef, vtdef])
  # Synthesize function arguments.
  args = [] # type: List[Node]
  for key, value in e.items:
@@ -1360,7 +1364,7 @@ def infer_lambda_type_using_context(self, e: FuncExpr) -> CallableType:
  # they must be considered as indeterminate. We use ErasedType since it
  # does not affect type inference results (it is for purposes like this
  # only).
- ctx = replace_func_type_vars(ctx, ErasedType())
+ ctx = replace_meta_vars(ctx, ErasedType())
 
  callable_ctx = cast(CallableType, ctx)
 
@@ -1438,15 +1442,16 @@ def check_generator_or_comprehension(self, gen: GeneratorExpr,
 
  # Infer the type of the list comprehension by using a synthetic generic
  # callable type.
- tv = TypeVarType('T', -1, [], self.chk.object_type())
+ tvdef = TypeVarDef('T', -1, [], self.chk.object_type())
+ tv = TypeVarType(tvdef)
  constructor = CallableType(
  [tv],
  [nodes.ARG_POS],
  [None],
  self.chk.named_generic_type(type_name, [tv]),
  self.chk.named_type('builtins.function'),
  name=id_for_messages,
- variables=[TypeVarDef('T', -1, None, self.chk.object_type())])
+ variables=[tvdef])
  return self.check_call(constructor,
  [gen.left_expr], [nodes.ARG_POS], gen)[0]
 
@@ -1456,17 +1461,18 @@ def visit_dictionary_comprehension(self, e: DictionaryComprehension):
 
  # Infer the type of the list comprehension by using a synthetic generic
  # callable type.
- key_tv = TypeVarType('KT', -1, [], self.chk.object_type())
- value_tv = TypeVarType('VT', -2, [], self.chk.object_type())
+ ktdef = TypeVarDef('KT', -1, [], self.chk.object_type())
+ vtdef = TypeVarDef('VT', -2, [], self.chk.object_type())
+ kt = TypeVarType(ktdef)
+ vt = TypeVarType(vtdef)
  constructor = CallableType(
- [key_tv, value_tv],
+ [kt, vt],
  [nodes.ARG_POS, nodes.ARG_POS],
  [None, None],
- self.chk.named_generic_type('builtins.dict', [key_tv, value_tv]),
+ self.chk.named_generic_type('builtins.dict', [kt, vt]),
  self.chk.named_type('builtins.function'),
  name='<dictionary-comprehension>',
- variables=[TypeVarDef('KT', -1, None, self.chk.object_type()),
- TypeVarDef('VT', -2, None, self.chk.object_type())])
+ variables=[ktdef, vtdef])
  return self.check_call(constructor,
  [e.key, e.value], [nodes.ARG_POS, nodes.ARG_POS], e)[0]
 
@@ -1775,3 +1781,14 @@ def overload_arg_similarity(actual: Type, formal: Type) -> int:
  return 2
  # Fall back to a conservative equality check for the remaining kinds of type.
  return 2 if is_same_type(erasetype.erase_type(actual), erasetype.erase_type(formal)) else 0
+
+
+def freshen_generic_callable(callee: CallableType) -> CallableType:
+ tvdefs = []
+ tvmap = {} # type: Dict[TypeVarId, Type]
+ for v in callee.variables:
+ tvdef = TypeVarDef.new_unification_variable(v)
+ tvdefs.append(tvdef)
+ tvmap[v.id] = TypeVarType(tvdef)
+
+ return cast(CallableType, expand_type(callee, tvmap)).copy_modified(variables=tvdefs)

mypy/checkmember.py

@@ -1,9 +1,9 @@
 """Type checking of attribute access"""
 
-from typing import cast, Callable, List, Optional
+from typing import cast, Callable, List, Dict, Optional
 
 from mypy.types import (
- Type, Instance, AnyType, TupleType, CallableType, FunctionLike, TypeVarDef,
+ Type, Instance, AnyType, TupleType, CallableType, FunctionLike, TypeVarId, TypeVarDef,
  Overloaded, TypeVarType, TypeTranslator, UnionType, PartialType,
  DeletedType, NoneTyp, TypeType
 )
@@ -413,51 +413,15 @@ def class_callable(init_type: CallableType, info: TypeInfo, type_type: Instance,
  special_sig: Optional[str]) -> CallableType:
  """Create a type object type based on the signature of __init__."""
  variables = [] # type: List[TypeVarDef]
- for i, tvar in enumerate(info.defn.type_vars):
- variables.append(TypeVarDef(tvar.name, i + 1, tvar.values, tvar.upper_bound,
- tvar.variance))
-
- initvars = init_type.variables
- variables.extend(initvars)
+ variables.extend(info.defn.type_vars)
+ variables.extend(init_type.variables)
 
  callable_type = init_type.copy_modified(
  ret_type=self_type(info), fallback=type_type, name=None, variables=variables,
  special_sig=special_sig)
  c = callable_type.with_name('"{}"'.format(info.name()))
- cc = convert_class_tvars_to_func_tvars(c, len(initvars))
- cc.is_classmethod_class = True
- return cc
-
-
-def convert_class_tvars_to_func_tvars(callable: CallableType,
- num_func_tvars: int) -> CallableType:
- return cast(CallableType, callable.accept(TvarTranslator(num_func_tvars)))
-
-
-class TvarTranslator(TypeTranslator):
- def __init__(self, num_func_tvars: int) -> None:
- super().__init__()
- self.num_func_tvars = num_func_tvars
-
- def visit_type_var(self, t: TypeVarType) -> Type:
- if t.id < 0:
- return t
- else:
- return TypeVarType(t.name, -t.id - self.num_func_tvars, t.values, t.upper_bound,
- t.variance)
-
- def translate_variables(self,
- variables: List[TypeVarDef]) -> List[TypeVarDef]:
- if not variables:
- return variables
- items = [] # type: List[TypeVarDef]
- for v in variables:
- if v.id > 0:
- items.append(TypeVarDef(v.name, -v.id - self.num_func_tvars,
- v.values, v.upper_bound, v.variance))
- else:
- items.append(v)
- return items
+ c.is_classmethod_class = True
+ return c
 
 
 def map_type_from_supertype(typ: Type, sub_info: TypeInfo,

mypy/constraints.py

@@ -5,7 +5,7 @@
 from mypy.types import (
  CallableType, Type, TypeVisitor, UnboundType, AnyType, Void, NoneTyp, TypeVarType,
  Instance, TupleType, UnionType, Overloaded, ErasedType, PartialType, DeletedType,
- UninhabitedType, TypeType, is_named_instance
+ UninhabitedType, TypeType, TypeVarId, is_named_instance
 )
 from mypy.maptype import map_instance_to_supertype
 from mypy import nodes
@@ -23,11 +23,11 @@ class Constraint:
  It can be either T <: type or T :> type (T is a type variable).
  """
 
- type_var = 0  # Type variable id
- op = 0 # SUBTYPE_OF or SUPERTYPE_OF
- target = None # type: Type
+ type_var = None # Type variable id
+ op = 0  # SUBTYPE_OF or SUPERTYPE_OF
+ target = None  # type: Type
 
- def __init__(self, type_var: int, op: int, target: Type) -> None:
+ def __init__(self, type_var: TypeVarId, op: int, target: Type) -> None:
  self.type_var = type_var
  self.op = op
  self.target = target

mypy/erasetype.py

@@ -1,7 +1,7 @@
-from typing import Optional, Container
+from typing import Optional, Container, Callable
 
 from mypy.types import (
- Type, TypeVisitor, UnboundType, ErrorType, AnyType, Void, NoneTyp,
+ Type, TypeVisitor, UnboundType, ErrorType, AnyType, Void, NoneTyp, TypeVarId,
  Instance, TypeVarType, CallableType, TupleType, UnionType, Overloaded, ErasedType,
  PartialType, DeletedType, TypeTranslator, TypeList, UninhabitedType, TypeType
 )
@@ -105,20 +105,30 @@ def visit_instance(self, t: Instance) -> Type:
  return Instance(t.type, [], t.line)
 
 
-def erase_typevars(t: Type, ids_to_erase: Optional[Container[int]] = None) -> Type:
+def erase_typevars(t: Type, ids_to_erase: Optional[Container[TypeVarId]] = None) -> Type:
  """Replace all type variables in a type with any,
  or just the ones in the provided collection.
  """
- return t.accept(TypeVarEraser(ids_to_erase))
+ def erase_id(id: TypeVarId) -> bool:
+ if ids_to_erase is None:
+ return True
+ return id in ids_to_erase
+ return t.accept(TypeVarEraser(erase_id, AnyType()))
+
+
+def replace_meta_vars(t: Type, target_type: Type) -> Type:
+ """Replace unification variables in a type with the target type."""
+ return t.accept(TypeVarEraser(lambda id: id.is_meta_var(), target_type))
 
 
 class TypeVarEraser(TypeTranslator):
  """Implementation of type erasure"""
 
- def __init__(self, ids_to_erase: Optional[Container[int]]) -> None:
- self.ids_to_erase = ids_to_erase
+ def __init__(self, erase_id: Callable[[TypeVarId], bool], replacement: Type) -> None:
+ self.erase_id = erase_id
+ self.replacement = replacement
 
  def visit_type_var(self, t: TypeVarType) -> Type:
- if self.ids_to_erase is not None and t.id not in self.ids_to_erase:
- return t
- return AnyType()
+ if self.erase_id(t.id):
+ return self.replacement
+ return t