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TST: numpy XPASS cleanup #247

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Feb 3, 2025
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5 changes: 3 additions & 2 deletions .github/workflows/array-api-tests.yml
Original file line number Diff line number Diff line change
Expand Up @@ -40,8 +40,9 @@ jobs:
runs-on: ubuntu-latest
strategy:
matrix:
# min version of dask we needs drops support for python 3.9
python-version: ${{ inputs.package-name == 'dask' && fromJson('[''3.10'', ''3.11'', ''3.12'']') || fromJson('[''3.9'', ''3.10'', ''3.11'', ''3.12'']') }}
# Min version of dask we need dropped support for Python 3.9
# There is no numpy git tip for Python 3.9 or 3.10
python-version: ${{ (inputs.package-name == 'dask' && fromJson('[''3.10'', ''3.11'', ''3.12'']')) || (inputs.package-name == 'numpy' && inputs.xfails-file-extra == '-dev' && fromJson('[''3.11'', ''3.12'']')) || fromJson('[''3.9'', ''3.10'', ''3.11'', ''3.12'']') }}

steps:
- name: Checkout array-api-compat
Expand Down
72 changes: 0 additions & 72 deletions numpy-1-21-xfails.txt
Original file line number Diff line number Diff line change
@@ -1,9 +1,6 @@
# asarray(copy=False) is not yet implemented
array_api_tests/test_creation_functions.py::test_asarray_arrays

# https://github.com/data-apis/array-api-tests/issues/195
array_api_tests/test_creation_functions.py::test_linspace

# finfo(float32).eps returns float32 but should return float
array_api_tests/test_data_type_functions.py::test_finfo[float32]

Expand All @@ -13,12 +10,6 @@ array_api_tests/test_has_names.py::test_has_names[array_method-to_device]
array_api_tests/test_has_names.py::test_has_names[array_attribute-device]
array_api_tests/test_has_names.py::test_has_names[array_attribute-mT]

# linalg tests require https://github.com/data-apis/array-api-tests/pull/101
# cleanups. Also some tests are using .mT
array_api_tests/test_linalg.py::test_eigvalsh
array_api_tests/test_linalg.py::test_solve
array_api_tests/test_linalg.py::test_trace

# Array methods and attributes not already on np.ndarray cannot be wrapped
array_api_tests/test_signatures.py::test_array_method_signature[__array_namespace__]
array_api_tests/test_signatures.py::test_array_method_signature[to_device]
Expand All @@ -44,10 +35,6 @@ array_api_tests/test_special_cases.py::test_iop[__ifloordiv__(isfinite(x1_i) and
array_api_tests/test_special_cases.py::test_iop[__ifloordiv__(isfinite(x1_i) and x1_i < 0 and x2_i is +infinity) -> -0]

# https://github.com/numpy/numpy/issues/21213
array_api_tests/test_special_cases.py::test_binary[__pow__(x1_i is -infinity and x2_i > 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[__pow__(x1_i is -0 and x2_i > 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +0]
array_api_tests/test_special_cases.py::test_iop[__ipow__(x1_i is -infinity and x2_i > 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +infinity]
array_api_tests/test_special_cases.py::test_iop[__ipow__(x1_i is -0 and x2_i > 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +0]
array_api_tests/meta/test_hypothesis_helpers.py::test_symmetric_matrices

# NumPy 1.21 specific XFAILS
Expand Down Expand Up @@ -80,17 +67,6 @@ array_api_tests/test_searching_functions.py::test_argmin
array_api_tests/test_signatures.py::test_func_signature[argmax]
array_api_tests/test_signatures.py::test_func_signature[argmin]

# unique doesn't support comparing nans as unequal
array_api_tests/test_set_functions.py::test_unique_all
array_api_tests/test_set_functions.py::test_unique_counts
array_api_tests/test_set_functions.py::test_unique_inverse
array_api_tests/test_set_functions.py::test_unique_values

# The test suite is incorrectly checking sums that have loss of significance
# (https://github.com/data-apis/array-api-tests/issues/168)
array_api_tests/test_statistical_functions.py::test_sum
array_api_tests/test_statistical_functions.py::test_prod

# NumPy 1.21 doesn't support NPY_PROMOTION_STATE=weak, so many tests fail with
# type promotion issues
array_api_tests/test_manipulation_functions.py::test_concat
Expand Down Expand Up @@ -158,9 +134,6 @@ array_api_tests/test_operators_and_elementwise_functions.py::test_subtract[__isu
array_api_tests/test_operators_and_elementwise_functions.py::test_subtract[__sub__(x, s)]
array_api_tests/test_operators_and_elementwise_functions.py::test_subtract[__sub__(x1, x2)]
array_api_tests/test_operators_and_elementwise_functions.py::test_subtract[subtract(x1, x2)]
array_api_tests/test_searching_functions.py::test_where
array_api_tests/test_special_cases.py::test_binary[__add__((x1_i is +0 or x1_i == -0) and isfinite(x2_i) and x2_i != 0) -> x2_i]
array_api_tests/test_special_cases.py::test_binary[__add__(isfinite(x1_i) and x1_i != 0 and (x2_i is +0 or x2_i == -0)) -> x1_i]
array_api_tests/test_special_cases.py::test_binary[__floordiv__(x1_i < 0 and x2_i is +0) -> -infinity]
array_api_tests/test_special_cases.py::test_binary[__floordiv__(x1_i < 0 and x2_i is -0) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[__floordiv__(x1_i > 0 and x2_i is +0) -> +infinity]
Expand All @@ -177,44 +150,18 @@ array_api_tests/test_special_cases.py::test_binary[__mod__(x1_i is +0 and x2_i <
array_api_tests/test_special_cases.py::test_binary[__mod__(x1_i is +0 and x2_i > 0) -> +0]
array_api_tests/test_special_cases.py::test_binary[__mod__(x1_i is -0 and x2_i < 0) -> -0]
array_api_tests/test_special_cases.py::test_binary[__mod__(x1_i is -0 and x2_i > 0) -> +0]
array_api_tests/test_special_cases.py::test_binary[__pow__(abs(x1_i) < 1 and x2_i is +infinity) -> +0]
array_api_tests/test_special_cases.py::test_binary[__pow__(abs(x1_i) < 1 and x2_i is -infinity) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[__pow__(abs(x1_i) > 1 and x2_i is +infinity) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[__pow__(abs(x1_i) > 1 and x2_i is -infinity) -> +0]
array_api_tests/test_special_cases.py::test_binary[__pow__(x1_i < 0 and isfinite(x1_i) and isfinite(x2_i) and not x2_i.is_integer()) -> NaN]
array_api_tests/test_special_cases.py::test_binary[__pow__(x1_i is +0 and x2_i < 0) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[__pow__(x1_i is +0 and x2_i > 0) -> +0]
array_api_tests/test_special_cases.py::test_binary[__pow__(x1_i is +infinity and x2_i < 0) -> +0]
array_api_tests/test_special_cases.py::test_binary[__pow__(x1_i is +infinity and x2_i > 0) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[__pow__(x1_i is -0 and x2_i < 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[__pow__(x1_i is -0 and x2_i < 0 and x2_i.is_integer() and x2_i % 2 == 1) -> -infinity]
array_api_tests/test_special_cases.py::test_binary[__pow__(x1_i is -0 and x2_i > 0 and x2_i.is_integer() and x2_i % 2 == 1) -> -0]
array_api_tests/test_special_cases.py::test_binary[__pow__(x1_i is -infinity and x2_i < 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +0]
array_api_tests/test_special_cases.py::test_binary[__pow__(x1_i is -infinity and x2_i < 0 and x2_i.is_integer() and x2_i % 2 == 1) -> -0]
array_api_tests/test_special_cases.py::test_binary[__pow__(x1_i is -infinity and x2_i > 0 and x2_i.is_integer() and x2_i % 2 == 1) -> -infinity]
array_api_tests/test_special_cases.py::test_binary[__pow__(x1_i is NaN and not x2_i == 0) -> NaN]
array_api_tests/test_special_cases.py::test_binary[__truediv__(x1_i < 0 and x2_i is +0) -> -infinity]
array_api_tests/test_special_cases.py::test_binary[__truediv__(x1_i < 0 and x2_i is -0) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[__truediv__(x1_i > 0 and x2_i is +0) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[__truediv__(x1_i > 0 and x2_i is -0) -> -infinity]
array_api_tests/test_special_cases.py::test_binary[__truediv__(x1_i is +0 and x2_i < 0) -> -0]
array_api_tests/test_special_cases.py::test_binary[__truediv__(x1_i is +0 and x2_i > 0) -> +0]
array_api_tests/test_special_cases.py::test_binary[__truediv__(x1_i is -0 and x2_i < 0) -> +0]
array_api_tests/test_special_cases.py::test_binary[__truediv__(x1_i is -0 and x2_i > 0) -> -0]
array_api_tests/test_special_cases.py::test_binary[add((x1_i is +0 or x1_i == -0) and isfinite(x2_i) and x2_i != 0) -> x2_i]
array_api_tests/test_special_cases.py::test_binary[add(isfinite(x1_i) and x1_i != 0 and (x2_i is +0 or x2_i == -0)) -> x1_i]
array_api_tests/test_special_cases.py::test_binary[atan2(x1_i < 0 and x2_i is +0) -> roughly -pi/2]
array_api_tests/test_special_cases.py::test_binary[atan2(x1_i < 0 and x2_i is -0) -> roughly -pi/2]
array_api_tests/test_special_cases.py::test_binary[atan2(x1_i > 0 and x2_i is +0) -> roughly +pi/2]
array_api_tests/test_special_cases.py::test_binary[atan2(x1_i > 0 and x2_i is -0) -> roughly +pi/2]
array_api_tests/test_special_cases.py::test_binary[divide(x1_i < 0 and x2_i is +0) -> -infinity]
array_api_tests/test_special_cases.py::test_binary[divide(x1_i < 0 and x2_i is -0) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[divide(x1_i > 0 and x2_i is +0) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[divide(x1_i > 0 and x2_i is -0) -> -infinity]
array_api_tests/test_special_cases.py::test_binary[divide(x1_i is +0 and x2_i < 0) -> -0]
array_api_tests/test_special_cases.py::test_binary[divide(x1_i is +0 and x2_i > 0) -> +0]
array_api_tests/test_special_cases.py::test_binary[divide(x1_i is -0 and x2_i < 0) -> +0]
array_api_tests/test_special_cases.py::test_binary[divide(x1_i is -0 and x2_i > 0) -> -0]
array_api_tests/test_special_cases.py::test_binary[floor_divide(x1_i < 0 and x2_i is +0) -> -infinity]
array_api_tests/test_special_cases.py::test_binary[floor_divide(x1_i < 0 and x2_i is -0) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[floor_divide(x1_i > 0 and x2_i is +0) -> +infinity]
Expand All @@ -223,24 +170,6 @@ array_api_tests/test_special_cases.py::test_binary[floor_divide(x1_i is +0 and x
array_api_tests/test_special_cases.py::test_binary[floor_divide(x1_i is +0 and x2_i > 0) -> +0]
array_api_tests/test_special_cases.py::test_binary[floor_divide(x1_i is -0 and x2_i < 0) -> +0]
array_api_tests/test_special_cases.py::test_binary[floor_divide(x1_i is -0 and x2_i > 0) -> -0]
array_api_tests/test_special_cases.py::test_binary[pow(abs(x1_i) < 1 and x2_i is +infinity) -> +0]
array_api_tests/test_special_cases.py::test_binary[pow(abs(x1_i) < 1 and x2_i is -infinity) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[pow(abs(x1_i) > 1 and x2_i is +infinity) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[pow(abs(x1_i) > 1 and x2_i is -infinity) -> +0]
array_api_tests/test_special_cases.py::test_binary[pow(x1_i < 0 and isfinite(x1_i) and isfinite(x2_i) and not x2_i.is_integer()) -> NaN]
array_api_tests/test_special_cases.py::test_binary[pow(x1_i is +0 and x2_i < 0) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[pow(x1_i is +0 and x2_i > 0) -> +0]
array_api_tests/test_special_cases.py::test_binary[pow(x1_i is +infinity and x2_i < 0) -> +0]
array_api_tests/test_special_cases.py::test_binary[pow(x1_i is +infinity and x2_i > 0) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[pow(x1_i is -0 and x2_i < 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[pow(x1_i is -0 and x2_i < 0 and x2_i.is_integer() and x2_i % 2 == 1) -> -infinity]
array_api_tests/test_special_cases.py::test_binary[pow(x1_i is -0 and x2_i > 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +0]
array_api_tests/test_special_cases.py::test_binary[pow(x1_i is -0 and x2_i > 0 and x2_i.is_integer() and x2_i % 2 == 1) -> -0]
array_api_tests/test_special_cases.py::test_binary[pow(x1_i is -infinity and x2_i < 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +0]
array_api_tests/test_special_cases.py::test_binary[pow(x1_i is -infinity and x2_i < 0 and x2_i.is_integer() and x2_i % 2 == 1) -> -0]
array_api_tests/test_special_cases.py::test_binary[pow(x1_i is -infinity and x2_i > 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[pow(x1_i is -infinity and x2_i > 0 and x2_i.is_integer() and x2_i % 2 == 1) -> -infinity]
array_api_tests/test_special_cases.py::test_binary[pow(x1_i is NaN and not x2_i == 0) -> NaN]
array_api_tests/test_special_cases.py::test_binary[remainder(isfinite(x1_i) and x1_i < 0 and x2_i is +infinity) -> x2_i]
array_api_tests/test_special_cases.py::test_binary[remainder(isfinite(x1_i) and x1_i < 0 and x2_i is -infinity) -> x1_i]
array_api_tests/test_special_cases.py::test_binary[remainder(isfinite(x1_i) and x1_i > 0 and x2_i is +infinity) -> x1_i]
Expand All @@ -252,7 +181,6 @@ array_api_tests/test_special_cases.py::test_binary[remainder(x1_i is -0 and x2_i
array_api_tests/test_special_cases.py::test_iop[__iadd__(x1_i is -0 and x2_i is -0) -> -0]

# 2023.12 support
array_api_tests/test_searching_functions.py::test_searchsorted
array_api_tests/test_signatures.py::test_func_signature[from_dlpack]
array_api_tests/test_signatures.py::test_array_method_signature[__dlpack__]
# uint64 repeats not supported
Expand Down
13 changes: 0 additions & 13 deletions numpy-1-26-xfails.txt
Original file line number Diff line number Diff line change
@@ -1,6 +1,3 @@
# asarray(copy=False) is not yet implemented
array_api_tests/test_creation_functions.py::test_asarray_arrays

# finfo(float32).eps returns float32 but should return float
array_api_tests/test_data_type_functions.py::test_finfo[float32]

Expand Down Expand Up @@ -35,19 +32,9 @@ array_api_tests/test_special_cases.py::test_iop[__ifloordiv__(isfinite(x1_i) and
array_api_tests/test_special_cases.py::test_iop[__ifloordiv__(isfinite(x1_i) and x1_i < 0 and x2_i is +infinity) -> -0]

# https://github.com/numpy/numpy/issues/21213
array_api_tests/test_special_cases.py::test_binary[__pow__(x1_i is -infinity and x2_i > 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[__pow__(x1_i is -0 and x2_i > 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +0]
array_api_tests/test_special_cases.py::test_iop[__ipow__(x1_i is -infinity and x2_i > 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +infinity]
array_api_tests/test_special_cases.py::test_iop[__ipow__(x1_i is -0 and x2_i > 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +0]
array_api_tests/meta/test_hypothesis_helpers.py::test_symmetric_matrices

# The test suite is incorrectly checking sums that have loss of significance
# (https://github.com/data-apis/array-api-tests/issues/168)
array_api_tests/test_statistical_functions.py::test_sum
array_api_tests/test_statistical_functions.py::test_prod

# 2023.12 support
array_api_tests/test_searching_functions.py::test_searchsorted
array_api_tests/test_signatures.py::test_func_signature[from_dlpack]
array_api_tests/test_signatures.py::test_array_method_signature[__dlpack__]
# uint64 repeats not supported
Expand Down
15 changes: 0 additions & 15 deletions numpy-dev-xfails.txt
Original file line number Diff line number Diff line change
@@ -1,26 +1,11 @@
# finfo(float32).eps returns float32 but should return float
array_api_tests/test_data_type_functions.py::test_finfo[float32]

# https://github.com/numpy/numpy/issues/21213
array_api_tests/test_special_cases.py::test_binary[__pow__(x1_i is -infinity and x2_i > 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[__pow__(x1_i is -0 and x2_i > 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +0]
array_api_tests/test_special_cases.py::test_iop[__ipow__(x1_i is -infinity and x2_i > 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +infinity]
array_api_tests/test_special_cases.py::test_iop[__ipow__(x1_i is -0 and x2_i > 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +0]

# The test suite is incorrectly checking sums that have loss of significance
# (https://github.com/data-apis/array-api-tests/issues/168)
array_api_tests/test_statistical_functions.py::test_sum
array_api_tests/test_statistical_functions.py::test_prod
array_api_tests/test_statistical_functions.py::test_cumulative_sum

# The test suite cannot properly get the signature for vecdot
# https://github.com/numpy/numpy/pull/26237
array_api_tests/test_signatures.py::test_func_signature[vecdot]
array_api_tests/test_signatures.py::test_extension_func_signature[linalg.vecdot]

# 2023.12 support
# Argument 'device' missing from signature
array_api_tests/test_signatures.py::test_func_signature[from_dlpack]
array_api_tests/test_signatures.py::test_array_method_signature[__dlpack__]
# uint64 repeats not supported
array_api_tests/test_manipulation_functions.py::test_repeat
33 changes: 0 additions & 33 deletions numpy-xfails.txt
Original file line number Diff line number Diff line change
@@ -1,45 +1,12 @@
# finfo(float32).eps returns float32 but should return float
array_api_tests/test_data_type_functions.py::test_finfo[float32]

# NumPy deviates in some special cases for floordiv
array_api_tests/test_special_cases.py::test_binary[floor_divide(x1_i is +infinity and isfinite(x2_i) and x2_i > 0) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[floor_divide(x1_i is +infinity and isfinite(x2_i) and x2_i < 0) -> -infinity]
array_api_tests/test_special_cases.py::test_binary[floor_divide(x1_i is -infinity and isfinite(x2_i) and x2_i > 0) -> -infinity]
array_api_tests/test_special_cases.py::test_binary[floor_divide(x1_i is -infinity and isfinite(x2_i) and x2_i < 0) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[floor_divide(isfinite(x1_i) and x1_i > 0 and x2_i is -infinity) -> -0]
array_api_tests/test_special_cases.py::test_binary[floor_divide(isfinite(x1_i) and x1_i < 0 and x2_i is +infinity) -> -0]
array_api_tests/test_special_cases.py::test_binary[__floordiv__(x1_i is +infinity and isfinite(x2_i) and x2_i > 0) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[__floordiv__(x1_i is +infinity and isfinite(x2_i) and x2_i < 0) -> -infinity]
array_api_tests/test_special_cases.py::test_binary[__floordiv__(x1_i is -infinity and isfinite(x2_i) and x2_i > 0) -> -infinity]
array_api_tests/test_special_cases.py::test_binary[__floordiv__(x1_i is -infinity and isfinite(x2_i) and x2_i < 0) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[__floordiv__(isfinite(x1_i) and x1_i > 0 and x2_i is -infinity) -> -0]
array_api_tests/test_special_cases.py::test_binary[__floordiv__(isfinite(x1_i) and x1_i < 0 and x2_i is +infinity) -> -0]
array_api_tests/test_special_cases.py::test_iop[__ifloordiv__(x1_i is +infinity and isfinite(x2_i) and x2_i > 0) -> +infinity]
array_api_tests/test_special_cases.py::test_iop[__ifloordiv__(x1_i is +infinity and isfinite(x2_i) and x2_i < 0) -> -infinity]
array_api_tests/test_special_cases.py::test_iop[__ifloordiv__(x1_i is -infinity and isfinite(x2_i) and x2_i > 0) -> -infinity]
array_api_tests/test_special_cases.py::test_iop[__ifloordiv__(x1_i is -infinity and isfinite(x2_i) and x2_i < 0) -> +infinity]
array_api_tests/test_special_cases.py::test_iop[__ifloordiv__(isfinite(x1_i) and x1_i > 0 and x2_i is -infinity) -> -0]
array_api_tests/test_special_cases.py::test_iop[__ifloordiv__(isfinite(x1_i) and x1_i < 0 and x2_i is +infinity) -> -0]

# https://github.com/numpy/numpy/issues/21213
array_api_tests/test_special_cases.py::test_binary[__pow__(x1_i is -infinity and x2_i > 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +infinity]
array_api_tests/test_special_cases.py::test_binary[__pow__(x1_i is -0 and x2_i > 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +0]
array_api_tests/test_special_cases.py::test_iop[__ipow__(x1_i is -infinity and x2_i > 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +infinity]
array_api_tests/test_special_cases.py::test_iop[__ipow__(x1_i is -0 and x2_i > 0 and not (x2_i.is_integer() and x2_i % 2 == 1)) -> +0]
array_api_tests/meta/test_hypothesis_helpers.py::test_symmetric_matrices

# The test suite is incorrectly checking sums that have loss of significance
# (https://github.com/data-apis/array-api-tests/issues/168)
array_api_tests/test_statistical_functions.py::test_sum
array_api_tests/test_statistical_functions.py::test_prod

# The test suite cannot properly get the signature for vecdot
# https://github.com/numpy/numpy/pull/26237
array_api_tests/test_signatures.py::test_func_signature[vecdot]
array_api_tests/test_signatures.py::test_extension_func_signature[linalg.vecdot]

# 2023.12 support
array_api_tests/test_searching_functions.py::test_searchsorted
array_api_tests/test_signatures.py::test_func_signature[from_dlpack]
array_api_tests/test_signatures.py::test_array_method_signature[__dlpack__]
# uint64 repeats not supported
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