## Summary This is a follow-up to https://github.com/astral-sh/ruff/pull/19321. Now lazy snapshots are updated to take into account new bindings on every symbol reassignment. ```python def outer(x: A | None): if x is None: x = A() reveal_type(x) # revealed: A def inner() -> None: # lazy snapshot: {x: A} reveal_type(x) # revealed: A inner() def outer() -> None: x = None x = 1 def inner() -> None: # lazy snapshot: {x: Literal[1]} -> {x: Literal[1, 2]} reveal_type(x) # revealed: Literal[1, 2] inner() x = 2 ``` Closes astral-sh/ty#559. ## Test Plan Some TODOs in `public_types.md` now work properly. --------- Co-authored-by: Carl Meyer <carl@astral.sh>
13 KiB
Narrowing for nested conditionals
Multiple negative contributions
def _(x: int):
if x != 1:
if x != 2:
if x != 3:
reveal_type(x) # revealed: int & ~Literal[1] & ~Literal[2] & ~Literal[3]
Multiple negative contributions with simplification
def _(flag1: bool, flag2: bool):
x = 1 if flag1 else 2 if flag2 else 3
if x != 1:
reveal_type(x) # revealed: Literal[2, 3]
if x != 2:
reveal_type(x) # revealed: Literal[3]
elif-else blocks
def _(flag1: bool, flag2: bool):
x = 1 if flag1 else 2 if flag2 else 3
if x != 1:
reveal_type(x) # revealed: Literal[2, 3]
if x == 2:
reveal_type(x) # revealed: Literal[2]
elif x == 3:
reveal_type(x) # revealed: Literal[3]
else:
reveal_type(x) # revealed: Never
elif x != 2:
reveal_type(x) # revealed: Literal[1]
else:
reveal_type(x) # revealed: Never
Comprehensions
def _(xs: list[int | None], ys: list[str | bytes], list_of_optional_lists: list[list[int | None] | None]):
[reveal_type(x) for x in xs if x is not None] # revealed: int
[reveal_type(y) for y in ys if isinstance(y, str)] # revealed: str
[_ for x in xs if x is not None if reveal_type(x) // 3 != 0] # revealed: int
[reveal_type(x) for x in xs if x is not None if x != 0 if x != 1] # revealed: int & ~Literal[0] & ~Literal[1]
[reveal_type((x, y)) for x in xs if x is not None for y in ys if isinstance(y, str)] # revealed: tuple[int, str]
[reveal_type((x, y)) for y in ys if isinstance(y, str) for x in xs if x is not None] # revealed: tuple[int, str]
[reveal_type(i) for inner in list_of_optional_lists if inner is not None for i in inner if i is not None] # revealed: int
Cross-scope narrowing
Narrowing constraints are also valid in eager nested scopes (however, because class variables are not visible from nested scopes, constraints on those variables are invalid).
Currently they are assumed to be invalid in lazy nested scopes since there is a possibility that the constraints may no longer be valid due to a "time lag". However, it may be possible to determine that some of them are valid by performing a more detailed analysis (e.g. checking that the narrowing target has not changed in all places where the function is called).
Narrowing by attribute/subscript assignments
class A:
x: str | None = None
def update_x(self, value: str | None):
self.x = value
a = A()
a.x = "a"
class B:
reveal_type(a.x) # revealed: Literal["a"]
def f():
reveal_type(a.x) # revealed: Unknown | str | None
[reveal_type(a.x) for _ in range(1)] # revealed: Literal["a"]
a = A()
class C:
reveal_type(a.x) # revealed: str | None
def g():
reveal_type(a.x) # revealed: Unknown | str | None
[reveal_type(a.x) for _ in range(1)] # revealed: str | None
a = A()
a.x = "a"
a.update_x("b")
class D:
# TODO: should be `str | None`
reveal_type(a.x) # revealed: Literal["a"]
def h():
reveal_type(a.x) # revealed: Unknown | str | None
# TODO: should be `str | None`
[reveal_type(a.x) for _ in range(1)] # revealed: Literal["a"]
Narrowing by attribute/subscript assignments in nested scopes
class D: ...
class C:
d: D | None = None
class B:
c1: C | None = None
c2: C | None = None
class A:
b: B | None = None
a = A()
a.b = B()
class _:
a.b.c1 = C()
class _:
a.b.c1.d = D()
a = 1
class _3:
reveal_type(a) # revealed: A
reveal_type(a.b.c1.d) # revealed: D
class _:
a = 1
# error: [unresolved-attribute]
a.b.c1.d = D()
class _3:
reveal_type(a) # revealed: A
# TODO: should be `D | None`
reveal_type(a.b.c1.d) # revealed: Unknown
a.b.c1 = C()
a.b.c1.d = D()
class _:
a.b = B()
class _:
# error: [possibly-unbound-attribute]
reveal_type(a.b.c1.d) # revealed: D | None
reveal_type(a.b.c1) # revealed: C | None
Narrowing constraints introduced in eager nested scopes
g: str | None = "a"
class A:
x: str | None = None
a = A()
l: list[str | None] = [None]
def f(x: str | None):
def _():
if x is not None:
reveal_type(x) # revealed: str
if not isinstance(x, str):
reveal_type(x) # revealed: None
if g is not None:
reveal_type(g) # revealed: str
if a.x is not None:
reveal_type(a.x) # revealed: (Unknown & ~None) | str
if l[0] is not None:
reveal_type(l[0]) # revealed: str
class C:
if x is not None:
reveal_type(x) # revealed: str
if not isinstance(x, str):
reveal_type(x) # revealed: None
if g is not None:
reveal_type(g) # revealed: str
if a.x is not None:
reveal_type(a.x) # revealed: (Unknown & ~None) | str
if l[0] is not None:
reveal_type(l[0]) # revealed: str
[reveal_type(x) for _ in range(1) if x is not None] # revealed: str
Narrowing constraints introduced in the outer scope
g: str | None = "a"
class A:
x: str | None = None
a = A()
l: list[str | None] = [None]
def f(x: str | None):
if x is not None:
def _():
# If there is a possibility that `x` may be rewritten after this function definition,
# the constraint `x is not None` outside the function is no longer be applicable for narrowing.
reveal_type(x) # revealed: str | None
class C:
reveal_type(x) # revealed: str
[reveal_type(x) for _ in range(1)] # revealed: str
# When there is a reassignment, any narrowing constraints on the place are invalidated in lazy scopes.
x = None
def f(x: str | None):
def _():
if x is not None:
def closure():
reveal_type(x) # revealed: str | None
x = None
def f(x: str | None):
def _(x: str | None):
if x is not None:
def closure():
reveal_type(x) # revealed: str
x = None
def f(x: str | None):
class C:
def _():
if x is not None:
def closure():
reveal_type(x) # revealed: str
x = None # This assignment is not visible in the inner lazy scope, so narrowing is still valid.
If a variable defined in a private scope is never reassigned, narrowing remains in effect in the inner lazy scope.
def f(const: str | None):
if const is not None:
def _():
# The `const is not None` narrowing constraint is still valid since `const` has not been reassigned
reveal_type(const) # revealed: str
class C2:
reveal_type(const) # revealed: str
[reveal_type(const) for _ in range(1)] # revealed: str
def f(const: str | None):
def _():
if const is not None:
def closure():
reveal_type(const) # revealed: str
And even if there is an attribute or subscript assignment to the variable, narrowing of the variable is still valid in the inner lazy scope.
def f(l: list[str | None] | None):
if l is not None:
def _():
reveal_type(l) # revealed: list[str | None]
l[0] = None
def f(a: A):
if a:
def _():
reveal_type(a) # revealed: A & ~AlwaysFalsy
a.x = None
The opposite is not true, that is, if a root expression is reassigned, narrowing on the member are no longer valid in the inner lazy scope.
def f(l: list[str | None]):
if l[0] is not None:
def _():
# TODO: should be `str | None`
reveal_type(l[0]) # revealed: str | None | @Todo(list literal element type)
# TODO: should be of type `list[None]`
l = [None]
def f(l: list[str | None]):
l[0] = "a"
def _():
# TODO: should be `str | None`
reveal_type(l[0]) # revealed: str | None | @Todo(list literal element type)
# TODO: should be of type `list[None]`
l = [None]
def f(l: list[str | None]):
l[0] = "a"
def _():
l: list[str | None] = [None]
def _():
# TODO: should be `str | None`
reveal_type(l[0]) # revealed: @Todo(list literal element type)
def _():
def _():
reveal_type(l[0]) # revealed: str | None
l: list[str | None] = [None]
def f(a: A):
if a.x is not None:
def _():
reveal_type(a.x) # revealed: str | None
a = A()
def f(a: A):
a.x = "a"
def _():
reveal_type(a.x) # revealed: str | None
a = A()
Narrowing is also invalidated if a nonlocal declaration is made within a lazy scope.
def f(non_local: str | None):
if non_local is not None:
def _():
nonlocal non_local
non_local = None
def _():
reveal_type(non_local) # revealed: str | None
def f(non_local: str | None):
def _():
nonlocal non_local
non_local = None
if non_local is not None:
def _():
reveal_type(non_local) # revealed: str | None
The same goes for public variables, attributes, and subscripts, because it is difficult to track all of their changes.
def f():
if g is not None:
def _():
reveal_type(g) # revealed: str | None
class D:
reveal_type(g) # revealed: str
[reveal_type(g) for _ in range(1)] # revealed: str
if a.x is not None:
def _():
# Lazy nested scope narrowing is not performed on attributes/subscripts because it's difficult to track their changes.
reveal_type(a.x) # revealed: Unknown | str | None
class D:
reveal_type(a.x) # revealed: (Unknown & ~None) | str
[reveal_type(a.x) for _ in range(1)] # revealed: (Unknown & ~None) | str
if l[0] is not None:
def _():
reveal_type(l[0]) # revealed: str | None
class D:
reveal_type(l[0]) # revealed: str
[reveal_type(l[0]) for _ in range(1)] # revealed: str
Narrowing constraints introduced in multiple scopes
from typing import Literal
g: str | Literal[1] | None = "a"
class A:
x: str | Literal[1] | None = None
a = A()
l: list[str | Literal[1] | None] = [None]
def f(x: str | Literal[1] | None):
class C:
# If we try to access a variable in a class before it has been defined,
# the lookup will fall back to global.
# error: [unresolved-reference]
if x is not None:
def _():
if x != 1:
reveal_type(x) # revealed: str | None
class D:
if x != 1:
reveal_type(x) # revealed: str
[reveal_type(x) for _ in range(1) if x != 1] # revealed: str
x = None
def _():
# No narrowing is performed on unresolved references.
# error: [unresolved-reference]
if x is not None:
def _():
if x != 1:
reveal_type(x) # revealed: None
x = None
def f(const: str | Literal[1] | None):
class C:
if const is not None:
def _():
if const != 1:
reveal_type(const) # revealed: str
class D:
if const != 1:
reveal_type(const) # revealed: str
[reveal_type(const) for _ in range(1) if const != 1] # revealed: str
def _():
if const is not None:
def _():
if const != 1:
reveal_type(const) # revealed: str
def f():
class C:
if g is not None:
def _():
if g != 1:
reveal_type(g) # revealed: str | None
class D:
if g != 1:
reveal_type(g) # revealed: str
if a.x is not None:
def _():
if a.x != 1:
reveal_type(a.x) # revealed: (Unknown & ~Literal[1]) | str | None
class D:
if a.x != 1:
reveal_type(a.x) # revealed: (Unknown & ~Literal[1] & ~None) | str
if l[0] is not None:
def _():
if l[0] != 1:
reveal_type(l[0]) # revealed: str | None
class D:
if l[0] != 1:
reveal_type(l[0]) # revealed: str
Narrowing constraints with bindings in class scope, and nested scopes
from typing import Literal
g: str | Literal[1] | None = "a"
def f(flag: bool):
class C:
(g := None) if flag else (g := None)
# `g` is always bound here, so narrowing checks don't apply to nested scopes
if g is not None:
class F:
reveal_type(g) # revealed: str | Literal[1] | None
class C:
# this conditional binding leaves "unbound" visible, so following narrowing checks apply
None if flag else (g := None)
if g is not None:
class F:
reveal_type(g) # revealed: str | Literal[1]
# This class variable is not visible from the nested class scope.
g = None
# This additional constraint is not relevant to nested scopes, since it only applies to
# a binding of `g` that they cannot see:
if g is None:
class E:
reveal_type(g) # revealed: str | Literal[1]