Files
jaxtyping/test/test_threading.py
T
Patrick Kidger 125bc89ee9 Added environment config flags.
These flags are `JAXTYPING_DISABLE` and `JAXTYPING_REMOVE_TYPECHECKER_STACK`.

In addition, have now added warnings when using old-style double-decorator syntax, which also serves to guard against the easy mistake of
```python
@jaxtyped(typechecker)
def foo(...)
```
which actually decorates the `typechecker`, not `foo`.
2023-12-05 19:06:00 -08:00

64 lines
2.0 KiB
Python

# Copyright (c) 2022 Google LLC
#
# Permission is hereby granted, free of charge, to any person obtaining a copy of
# this software and associated documentation files (the "Software"), to deal in
# the Software without restriction, including without limitation the rights to
# use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
# the Software, and to permit persons to whom the Software is furnished to do so,
# 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
from typeguard import typechecked
from jaxtyping import Array, Float, jaxtyped
class _ErrorableThread(threading.Thread):
def run(self):
try:
super().run()
except Exception as e:
self.exc = e
def join(self, timeout=None):
super().join(timeout)
if hasattr(self, "exc"):
raise self.exc
def test_threading_jaxtyped():
@jaxtyped(typechecker=typechecked)
def add(x: Float[Array, "a b"], y: Float[Array, "a b"]) -> Float[Array, "a b"]:
return x + y
def run():
a = jnp.array([[1.0, 2.0]])
b = jnp.array([[2.0, 3.0]])
add(a, b)
thread = _ErrorableThread(target=run)
thread.start()
thread.join()
def test_threading_nojaxtyped():
def run():
a = jnp.array([[1.0, 2.0]])
assert isinstance(a, Float[Array, "..."])
thread = _ErrorableThread(target=run)
thread.start()
thread.join()