mirror of
https://github.com/wassname/jaxtyping.git
synced 2026-09-10 12:14:04 +08:00
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+2
-2
@@ -1,2 +1,2 @@
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include LICENSE
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include jaxtyping/py.typed
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prune tests
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prune test
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+12
-2
@@ -17,7 +17,17 @@
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# IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
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# IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
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# CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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# CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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from jax.numpy import ndarray as Array
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import typing
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if getattr(typing, "GENERATING_DOCUMENTATION", False):
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class Array:
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pass
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Array.__module__ = "builtins"
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else:
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from jax.numpy import ndarray as Array
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from .array_types import (
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from .array_types import (
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AbstractArray,
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AbstractArray,
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@@ -53,4 +63,4 @@ from .import_hook import install_import_hook
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from .pytree_type import PyTree
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from .pytree_type import PyTree
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__version__ = "0.2.0"
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__version__ = "0.2.5"
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+23
-13
@@ -19,6 +19,7 @@
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import enum
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import enum
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import functools as ft
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import functools as ft
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import typing
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from typing import Any, Dict, List, NoReturn, Optional, Tuple, TYPE_CHECKING, Union
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from typing import Any, Dict, List, NoReturn, Optional, Tuple, TYPE_CHECKING, Union
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from typing_extensions import Literal
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from typing_extensions import Literal
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@@ -149,25 +150,25 @@ class _MetaAbstractArray(type):
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if cls.dtypes is not _any_dtype and dtype not in cls.dtypes:
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if cls.dtypes is not _any_dtype and dtype not in cls.dtypes:
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return False
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return False
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if len(storage.memo_stack) == 0:
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no_temp_memo = hasattr(storage, "memo_stack") and len(storage.memo_stack) != 0
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if no_temp_memo:
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single_memo, variadic_memo, variadic_broadcast_memo = storage.memo_stack[-1]
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# Make a copy so we don't mutate the original memo during the shape check.
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single_memo = single_memo.copy()
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variadic_memo = variadic_memo.copy()
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variadic_broadcast_memo = variadic_broadcast_memo.copy()
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else:
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# `isinstance` happening outside any @jaxtyped decorators, e.g. at the
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# `isinstance` happening outside any @jaxtyped decorators, e.g. at the
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# global scope. In this case just create a temporary memo, since we're not
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# global scope. In this case just create a temporary memo, since we're not
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# going to be comparing against any stored values anyway.
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# going to be comparing against any stored values anyway.
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single_memo = {}
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single_memo = {}
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variadic_memo = {}
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variadic_memo = {}
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variadic_broadcast_memo = {}
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variadic_broadcast_memo = {}
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temp_memo = True
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else:
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single_memo, variadic_memo, variadic_broadcast_memo = storage.memo_stack[-1]
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# Make a copy so we don't mutate the original memo during the shape check.
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single_memo = single_memo.copy()
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variadic_memo = variadic_memo.copy()
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variadic_broadcast_memo = variadic_broadcast_memo.copy()
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temp_memo = False
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if cls._check_shape(obj, single_memo, variadic_memo, variadic_broadcast_memo):
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if cls._check_shape(obj, single_memo, variadic_memo, variadic_broadcast_memo):
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# We update the memo every time we successfully pass a shape check
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# We update the memo every time we successfully pass a shape check
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if not temp_memo:
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if no_temp_memo:
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storage.memo_stack[-1] = (
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storage.memo_stack[-1] = (
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single_memo,
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single_memo,
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variadic_memo,
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variadic_memo,
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@@ -385,10 +386,10 @@ class _MetaAbstractDtype(type):
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if _array_name_format == "dtype_and_shape":
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if _array_name_format == "dtype_and_shape":
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name = f"{cls.__name__}[{array_type.__name__}, '{dim_str}']"
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name = f"{cls.__name__}[{array_type.__name__}, '{dim_str}']"
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elif _array_name_format == "array":
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elif _array_name_format == "array":
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name = "Array"
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name = array_type.__name__
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else:
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else:
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raise ValueError(f"array_name_format {_array_name_format} not recognised")
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raise ValueError(f"array_name_format {_array_name_format} not recognised")
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return _MetaAbstractArray(
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out = _MetaAbstractArray(
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name,
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name,
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(AbstractArray,),
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(AbstractArray,),
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dict(
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dict(
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@@ -398,6 +399,11 @@ class _MetaAbstractDtype(type):
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index_variadic=index_variadic,
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index_variadic=index_variadic,
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),
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),
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)
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)
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if getattr(typing, "GENERATING_DOCUMENTATION", False):
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out.__module__ = "builtins"
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else:
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out.__module__ = "jaxtyping"
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return out
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class AbstractDtype(metaclass=_MetaAbstractDtype):
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class AbstractDtype(metaclass=_MetaAbstractDtype):
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@@ -446,7 +452,7 @@ if TYPE_CHECKING:
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from typing_extensions import Annotated as UInt32
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from typing_extensions import Annotated as UInt32
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from typing_extensions import Annotated as UInt64
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from typing_extensions import Annotated as UInt64
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else:
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else:
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_bool = "bool"
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_bool = "bool_"
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_uint8 = "uint8"
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_uint8 = "uint8"
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_uint16 = "uint16"
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_uint16 = "uint16"
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_uint32 = "uint32"
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_uint32 = "uint32"
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@@ -468,6 +474,10 @@ else:
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_Cls.__name__ = name
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_Cls.__name__ = name
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_Cls.__qualname__ = name
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_Cls.__qualname__ = name
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if getattr(typing, "GENERATING_DOCUMENTATION", False):
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_Cls.__module__ = "builtins"
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else:
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_Cls.__module__ = "jaxtyping"
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return _Cls
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return _Cls
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UInt8 = _make_dtype(_uint8, "UInt8")
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UInt8 = _make_dtype(_uint8, "UInt8")
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+20
-10
@@ -22,16 +22,26 @@ import threading
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storage = threading.local()
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storage = threading.local()
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storage.memo_stack = []
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class _Jaxtyped:
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def __init__(self, fn):
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self.fn = fn
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def __get__(self, instance, owner):
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return ft.wraps(self.fn)(_Jaxtyped(self.fn.__get__(instance, owner)))
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def __call__(self, *args, **kwargs):
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try:
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memo_stack = storage.memo_stack
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except AttributeError:
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memo_stack = storage.memo_stack = []
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memo_stack.append(({}, {}, {}))
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try:
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return self.fn(*args, **kwargs)
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finally:
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memo_stack.pop()
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def jaxtyped(fn):
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def jaxtyped(fn):
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@ft.wraps(fn)
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return ft.wraps(fn)(_Jaxtyped(fn))
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def wrapper(*args, **kwargs):
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storage.memo_stack.append(({}, {}, {}))
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try:
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return fn(*args, **kwargs)
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finally:
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storage.memo_stack.pop()
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return wrapper
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@@ -0,0 +1 @@
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@@ -18,7 +18,9 @@
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# CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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# CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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import functools as ft
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import functools as ft
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from typing import Generic, TypeVar
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import typing
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from typing import Generic, TYPE_CHECKING, TypeVar
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from typing_extensions import Protocol
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import jax
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import jax
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import typeguard
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import typeguard
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@@ -33,6 +35,7 @@ class _FakePyTree(Generic[_T]):
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_FakePyTree.__name__ = "PyTree"
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_FakePyTree.__name__ = "PyTree"
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_FakePyTree.__qualname__ = "PyTree"
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_FakePyTree.__qualname__ = "PyTree"
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_FakePyTree.__module__ = "builtins"
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# Can't do type("PyTree", (Generic[_T],), {}) because dynamic subclassing of typeforms
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# Can't do type("PyTree", (Generic[_T],), {}) because dynamic subclassing of typeforms
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# isn't allowed.
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# isn't allowed.
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# Can't do types.new_class("PyTree", (Generic[_T],), {}) because that has __module__
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# Can't do types.new_class("PyTree", (Generic[_T],), {}) because that has __module__
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@@ -49,7 +52,12 @@ class _MetaPyTree(type):
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@ft.lru_cache(maxsize=None)
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@ft.lru_cache(maxsize=None)
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def __getitem__(cls, item):
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def __getitem__(cls, item):
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name = str(_FakePyTree[item])
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name = str(_FakePyTree[item])
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return _MetaSubscriptPyTree(name, (), {"leaftype": item})
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out = _MetaSubscriptPyTree(name, (), {"leaftype": item})
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if getattr(typing, "GENERATING_DOCUMENTATION", False):
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out.__module__ = "builtins"
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else:
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out.__module__ = "jaxtyping"
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return out
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class _MetaSubscriptPyTree(type):
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class _MetaSubscriptPyTree(type):
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@@ -79,7 +87,18 @@ class _MetaSubscriptPyTree(type):
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return all(map(is_leaftype, leaves))
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return all(map(is_leaftype, leaves))
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PyTree = _MetaPyTree("PyTree", (), {})
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if TYPE_CHECKING:
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# Work around pytype bug #1288
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# pytype: skip-file
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class PyTree(Protocol[_T]):
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pass
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else:
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PyTree = _MetaPyTree("PyTree", (), {})
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if getattr(typing, "GENERATING_DOCUMENTATION", False):
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PyTree.__module__ = "builtins"
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else:
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PyTree.__module__ = "jaxtyping"
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# Can't do `class PyTree(Generic[_T]): ...` because we need to override the
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# Can't do `class PyTree(Generic[_T]): ...` because we need to override the
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# instancecheck for PyTree[foo], but we subclassing
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# instancecheck for PyTree[foo], but subclassing
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# `type(Generic[int])`, i.e. `typing._GenericAlias` is disallowed.
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# `type(Generic[int])`, i.e. `typing._GenericAlias` is disallowed.
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@@ -94,4 +94,5 @@ setuptools.setup(
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install_requires=install_requires,
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install_requires=install_requires,
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entry_points=entry_points,
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entry_points=entry_points,
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packages=[name],
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packages=[name],
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include_package_data=True,
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)
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)
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@@ -0,0 +1,13 @@
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from jaxtyping import jaxtyped
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class M:
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@jaxtyped
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@classmethod
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def f(cls):
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return 3
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# Check that the @jaxtyped decorator doesn't blat the __get__ of @classmethod
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def test_decorator():
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assert M.f() == 3
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@@ -0,0 +1,66 @@
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# Copyright (c) 2022 Google LLC
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|
#
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# Permission is hereby granted, free of charge, to any person obtaining a copy of
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|
# this software and associated documentation files (the "Software"), to deal in
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|
# the Software without restriction, including without limitation the rights to
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|
# use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
|
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|
# the Software, and to permit persons to whom the Software is furnished to do so,
|
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|
# subject to the following conditions:
|
||||||
|
#
|
||||||
|
# The above copyright notice and this permission notice shall be included in all
|
||||||
|
# copies or substantial portions of the Software.
|
||||||
|
#
|
||||||
|
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
||||||
|
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
|
||||||
|
# FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
|
||||||
|
# COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
|
||||||
|
# IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
|
||||||
|
# CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
|
||||||
|
|
||||||
|
import threading
|
||||||
|
|
||||||
|
import jax.numpy as jnp
|
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from typeguard import typechecked
|
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|
|
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from jaxtyping import Array, Float, jaxtyped
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|
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|
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class _ErrorableThread(threading.Thread):
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|
def run(self):
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|
try:
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|
super().run()
|
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|
except Exception as e:
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|
self.exc = e
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|
finally:
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|
del self._target, self._args, self._kwargs
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|
|
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|
def join(self, timeout=None):
|
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|
super().join(timeout)
|
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|
if hasattr(self, "exc"):
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|
raise self.exc
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|
|
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|
|
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|
def test_threading_jaxtyped():
|
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|
@jaxtyped
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@typechecked
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def add(x: Float[Array, "a b"], y: Float[Array, "a b"]) -> Float[Array, "a b"]:
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|
return x + y
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|
|
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|
def run():
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|
a = jnp.array([[1.0, 2.0]])
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b = jnp.array([[2.0, 3.0]])
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add(a, b)
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|
|
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thread = _ErrorableThread(target=run)
|
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|
thread.start()
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thread.join()
|
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|
|
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|
|
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|
def test_threading_nojaxtyped():
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|
def run():
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a = jnp.array([[1.0, 2.0]])
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|
assert isinstance(a, Float[Array, "..."])
|
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|
|
||||||
|
thread = _ErrorableThread(target=run)
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|
thread.start()
|
||||||
|
thread.join()
|
||||||
Reference in New Issue
Block a user