mirror of
https://github.com/wassname/jaxtyping.git
synced 2026-09-09 11:24:55 +08:00
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e61a37f0a3 |
+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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# 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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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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__version__ = "0.2.0"
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__version__ = "0.2.3"
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@@ -19,6 +19,7 @@
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import enum
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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_extensions import Literal
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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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name = f"{cls.__name__}[{array_type.__name__}, '{dim_str}']"
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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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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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(AbstractArray,),
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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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),
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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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@@ -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 UInt64
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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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_uint16 = "uint16"
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_uint32 = "uint32"
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@@ -468,6 +474,7 @@ else:
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_Cls.__name__ = name
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_Cls.__qualname__ = name
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_Cls.__module__ = "jaxtyping"
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return _Cls
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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.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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@ft.wraps(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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return ft.wraps(fn)(_Jaxtyped(fn))
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@@ -0,0 +1 @@
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@@ -33,6 +33,7 @@ class _FakePyTree(Generic[_T]):
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_FakePyTree.__name__ = "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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# isn't allowed.
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# Can't do types.new_class("PyTree", (Generic[_T],), {}) because that has __module__
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@@ -49,7 +50,9 @@ class _MetaPyTree(type):
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@ft.lru_cache(maxsize=None)
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def __getitem__(cls, 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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out.__module__ = "jaxtyping"
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return out
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class _MetaSubscriptPyTree(type):
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@@ -80,6 +83,7 @@ class _MetaSubscriptPyTree(type):
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PyTree = _MetaPyTree("PyTree", (), {})
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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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# instancecheck for PyTree[foo], but we subclassing
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# `type(Generic[int])`, i.e. `typing._GenericAlias` is disallowed.
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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 +1,41 @@
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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:
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#
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# The above copyright notice and this permission notice shall be included in all
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# copies or substantial portions of the Software.
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#
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# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
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# FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
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# COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
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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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import threading
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import jax.numpy as jnp
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from typeguard import typechecked
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from jaxtyping import Array, Float, jaxtyped
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def test_threading():
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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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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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thread = threading.Thread(target=run)
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thread.start()
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thread.join()
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