Simplified the import hook tests

This commit is contained in:
Patrick Kidger
2023-09-27 15:37:56 -07:00
parent 75392d6330
commit 17092ad8d8
9 changed files with 127 additions and 421 deletions
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# Copyright (c) 2022 Google LLC
#
# Permission is hereby granted, free of charge, to any person obtaining a copy of
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# 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
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# COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
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# CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
import dataclasses
import equinox as eqx
import jax.numpy as jnp
import pytest
from helpers import ParamError, ReturnError
import jaxtyping
from jaxtyping import Float32
# Test that functions get checked
def g(x: Float32[jnp.ndarray, " b"]):
pass
g(jnp.array([1.0]))
with pytest.raises(ParamError):
g(jnp.array(1))
# Test that Equinox modules get checked
class M(eqx.Module):
foo: int
bar: Float32[jnp.ndarray, " a"]
M(1, jnp.array([1.0]))
with pytest.raises(ParamError):
M(1.0, jnp.array([1.0]))
with pytest.raises(ParamError):
M(1, jnp.array(1.0))
# Test that dataclasses get checked
@dataclasses.dataclass
class D:
foo: int
bar: Float32[jnp.ndarray, " a"]
D(1, jnp.array([1.0]))
with pytest.raises(ParamError):
D(1.0, jnp.array([1.0]))
with pytest.raises(ParamError):
D(1, jnp.array(1.0))
# Test that methods get checked
class N(eqx.Module):
a: jnp.ndarray
def __init__(self, foo: str):
self.a = jnp.array(1)
def foo(self, x: jnp.ndarray):
pass
def bar(self) -> jnp.ndarray:
return self.a
n = N("hi")
with pytest.raises(ParamError):
N(123)
with pytest.raises(ParamError):
n.foo("not_an_array_either")
bad_n = eqx.tree_at(lambda x: x.a, n, "not_an_array")
with pytest.raises(ReturnError):
bad_n.bar()
# Test that converters work
class BadConverter(eqx.Module):
a: jnp.ndarray = eqx.field(converter=lambda x: x)
with pytest.raises(ParamError):
BadConverter(1)
with pytest.raises(ParamError):
BadConverter("asdf")
# Record that we've finished our checks successfully
jaxtyping._test_import_hook_counter += 1