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authorNathan Goldbaum <nathan.goldbaum@gmail.com>2022-11-04 12:13:56 -0600
committerNathan Goldbaum <nathan.goldbaum@gmail.com>2022-11-16 09:14:25 -0700
commit1a8d3ca45f0a7294784bc200ec436dc8563f654a (patch)
treeae1e1a7d00205ca9ce3cbf4a9345904f4a09e2e8 /numpy
parent6aacc5167983d7c6f8689d7039294f2fc0d5f5fb (diff)
downloadnumpy-1a8d3ca45f0a7294784bc200ec436dc8563f654a.tar.gz
API: Add numpy.testing.overrides to aid testing of custom array containers
Closes #15544
Diffstat (limited to 'numpy')
-rw-r--r--numpy/core/overrides.py4
-rw-r--r--numpy/testing/overrides.py82
-rw-r--r--numpy/tests/test_public_api.py1
3 files changed, 87 insertions, 0 deletions
diff --git a/numpy/core/overrides.py b/numpy/core/overrides.py
index 450464f89..6d3680915 100644
--- a/numpy/core/overrides.py
+++ b/numpy/core/overrides.py
@@ -8,6 +8,8 @@ from numpy.core._multiarray_umath import (
from numpy.compat._inspect import getargspec
+ARRAY_FUNCTIONS = set()
+
ARRAY_FUNCTION_ENABLED = bool(
int(os.environ.get('NUMPY_EXPERIMENTAL_ARRAY_FUNCTION', 1)))
@@ -208,6 +210,8 @@ def array_function_dispatch(dispatcher, module=None, verify=True,
public_api._implementation = implementation
+ ARRAY_FUNCTIONS.add(public_api)
+
return public_api
return decorator
diff --git a/numpy/testing/overrides.py b/numpy/testing/overrides.py
new file mode 100644
index 000000000..d20ed60e5
--- /dev/null
+++ b/numpy/testing/overrides.py
@@ -0,0 +1,82 @@
+"""Tools for testing implementations of __array_function__ and ufunc overrides
+
+
+"""
+
+from numpy.core.overrides import ARRAY_FUNCTIONS as _array_functions
+from numpy import ufunc as _ufunc
+import numpy.core.umath as _umath
+
+def get_overridable_numpy_ufuncs():
+ """List all numpy ufuncs overridable via `__array_ufunc__`
+
+ Parameters
+ ----------
+ None
+
+ Returns
+ -------
+ set
+ A set containing all overridable ufuncs in the public numpy API.
+ """
+ ufuncs = {obj for obj in _umath.__dict__.values()
+ if isinstance(obj, _ufunc)}
+
+
+def allows_array_ufunc_override(func):
+ """Determine if a function can be overriden via `__array_ufunc__`
+
+ Parameters
+ ----------
+ func : callable
+ Function that may be overridable via `__array_ufunc__`
+
+ Returns
+ -------
+ bool
+ `True` if `func` is overridable via `__array_ufunc__` and
+ `False` otherwise.
+
+ Note
+ ----
+ This function is equivalent to `isinstance(func, np.ufunc)` and
+ will work correctly for ufuncs defined outside of Numpy.
+
+ """
+ return isinstance(func, np.ufunc)
+
+
+def get_overridable_numpy_array_functions():
+ """List all numpy functions overridable via `__array_function__`
+
+ Parameters
+ ----------
+ None
+
+ Returns
+ -------
+ set
+ A set containing all functions in the public numpy API that are
+ overridable via `__array_function__`.
+
+ """
+ # 'import numpy' doesn't import recfunctions, so make sure it's imported
+ # so ufuncs defined there show up in the ufunc listing
+ from numpy.lib import recfunctions
+ return _array_functions.copy()
+
+def allows_array_function_override(func):
+ """Determine if a Numpy function can be overriden via `__array_function__`
+
+ Parameters
+ ----------
+ func : callable
+ Function that may be overridable via `__array_function__`
+
+ Returns
+ -------
+ bool
+ `True` if `func` is a function in the Numpy API that is
+ overridable via `__array_function__` and `False` otherwise.
+ """
+ return func in _array_functions
diff --git a/numpy/tests/test_public_api.py b/numpy/tests/test_public_api.py
index 92a34bf91..d04e24218 100644
--- a/numpy/tests/test_public_api.py
+++ b/numpy/tests/test_public_api.py
@@ -157,6 +157,7 @@ PUBLIC_MODULES = ['numpy.' + s for s in [
"polynomial.polynomial",
"random",
"testing",
+ "testing.overrides",
"typing",
"typing.mypy_plugin",
"version",