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authorSebastian Berg <sebastianb@nvidia.com>2023-05-10 15:11:38 +0200
committerSebastian Berg <sebastianb@nvidia.com>2023-05-15 12:43:30 +0200
commit21602a8b1673a7b468d032ef19c20c53ac15c0b9 (patch)
tree542eddc432d5a6004c9bbc34a119e4bf58163b34 /numpy/core/tests/test_nep50_promotions.py
parentb8a43cb809edd754044af4aadfb9295915333b98 (diff)
downloadnumpy-21602a8b1673a7b468d032ef19c20c53ac15c0b9.tar.gz
BUG: Fix weak scalar logic for large ints in ufuncs
This fixes it, breaks warnings (partially), but most or all of those paths should be errors anyway.
Diffstat (limited to 'numpy/core/tests/test_nep50_promotions.py')
-rw-r--r--numpy/core/tests/test_nep50_promotions.py32
1 files changed, 32 insertions, 0 deletions
diff --git a/numpy/core/tests/test_nep50_promotions.py b/numpy/core/tests/test_nep50_promotions.py
index 9e84c78c1..0b297e0f7 100644
--- a/numpy/core/tests/test_nep50_promotions.py
+++ b/numpy/core/tests/test_nep50_promotions.py
@@ -181,6 +181,7 @@ def test_nep50_integer_regression():
assert (arr + 2**63).dtype == np.float64
assert (arr[()] + 2**63).dtype == np.float64
+
def test_nep50_with_axisconcatenator():
# I promised that this will be an error in the future in the 1.25
# release notes; test this (NEP 50 opt-in makes the deprecation an error).
@@ -188,3 +189,34 @@ def test_nep50_with_axisconcatenator():
with pytest.raises(OverflowError):
np.r_[np.arange(5, dtype=np.int8), 255]
+
+
+@pytest.mark.parametrize("ufunc", [np.add, np.power])
+@pytest.mark.parametrize("state", ["weak", "weak_and_warn"])
+def test_nep50_huge_integers(ufunc, state):
+ # Very large integers are complicated, because they go to uint64 or
+ # object dtype. When mixed with another uint64 that should
+ np._set_promotion_state(state)
+
+ with pytest.raises(OverflowError):
+ ufunc(np.int64(0), 2**63) # 2**63 too large for int64
+
+ if state == "weak_and_warn":
+ with pytest.warns(UserWarning,
+ match="result dtype changed.*float64.*uint64"):
+ with pytest.raises(OverflowError):
+ ufunc(np.uint64(0), 2**64)
+ else:
+ with pytest.raises(OverflowError):
+ ufunc(np.uint64(0), 2**64) # 2**64 cannot be represented by uint64
+
+ # However, 2**63 can be represented by the uint64 (and that is used):
+ if state == "weak_and_warn":
+ with pytest.warns(UserWarning,
+ match="result dtype changed.*float64.*uint64"):
+ res = ufunc(np.uint64(1), 2**63)
+ else:
+ res = ufunc(np.uint64(1), 2**63)
+
+ assert res.dtype == np.uint64
+ assert res == ufunc(1, 2**63, dtype=object)