import warnings import unittest from contextlib import contextmanager from numba import jit, vectorize, guvectorize from numba.core.errors import (NumbaDeprecationWarning, NumbaPendingDeprecationWarning, NumbaWarning) from numba.tests.support import TestCase, needs_setuptools @contextmanager def _catch_numba_deprecation_warnings(): with warnings.catch_warnings(record=True) as w: warnings.simplefilter("ignore", category=NumbaWarning) warnings.simplefilter("always", category=NumbaDeprecationWarning) yield w class TestDeprecation(TestCase): def check_warning(self, warnings, expected_str, category, check_rtd=True): self.assertEqual(len(warnings), 1) self.assertEqual(warnings[0].category, category) self.assertIn(expected_str, str(warnings[0].message)) if check_rtd: self.assertIn("https://numba.readthedocs.io", str(warnings[0].message)) @TestCase.run_test_in_subprocess def test_explicit_false_nopython_kwarg(self): # tests that explicitly setting `nopython=False` in @jit raises a # warning about it doing nothing. with _catch_numba_deprecation_warnings() as w: @jit(nopython=False) def foo(): pass foo() msg = "The keyword argument 'nopython=False' was supplied" self.check_warning(w, msg, NumbaDeprecationWarning, check_rtd=False) @TestCase.run_test_in_subprocess def test_vectorize_missing_nopython_kwarg_not_reported(self): # Checks that use of @vectorize without a nopython kwarg doesn't raise # a warning about lack of said kwarg. with _catch_numba_deprecation_warnings() as w: # This compiles via nopython mode directly @vectorize('float64(float64)') def foo(a): return a + 1 self.assertFalse(w) @TestCase.run_test_in_subprocess def test_vectorize_nopython_false_is_reported(self): # Checks that use of @vectorize with nopython=False raises a warning # about supplying it. with _catch_numba_deprecation_warnings() as w: # This compiles via nopython mode directly @vectorize('float64(float64)', nopython=False) def foo(a): return a + 1 msg = "The keyword argument 'nopython=False' was supplied" self.check_warning(w, msg, NumbaDeprecationWarning, check_rtd=False) @TestCase.run_test_in_subprocess def test_vectorize_objmode_direct_compilation_no_warnings(self): # Checks that use of @vectorize with forceobj=True raises no warnings. with _catch_numba_deprecation_warnings() as w: # Compiles via objmode directly with no warnings raised @vectorize('float64(float64)', forceobj=True) def foo(a): object() return a + 1 self.assertFalse(w) @TestCase.run_test_in_subprocess def test_vectorize_objmode_compilation_nopython_false_warns(self): # Checks that use of @vectorize with forceobj set and nopython set as # False raises no warnings. with _catch_numba_deprecation_warnings() as w: # Compiles via objmode directly with no warnings raised @vectorize('float64(float64)', forceobj=True, nopython=False) def foo(a): object() return a + 1 msg = "The keyword argument 'nopython=False' was supplied" self.check_warning(w, msg, NumbaDeprecationWarning, check_rtd=False) @TestCase.run_test_in_subprocess def test_vectorize_parallel_true_no_warnings(self): # Checks that use of @vectorize with the parallel target doesn't # raise warnings about nopython kwarg, the parallel target doesn't # support objmode so nopython=True is implicit. with _catch_numba_deprecation_warnings() as w: @vectorize('float64(float64)', target='parallel') def foo(x): return x + 1 self.assertFalse(w) @TestCase.run_test_in_subprocess def test_vectorize_parallel_true_nopython_true_no_warnings(self): # Checks that use of @vectorize with the parallel target and # nopython=True doesn't raise warnings about nopython kwarg. with _catch_numba_deprecation_warnings() as w: @vectorize('float64(float64)', target='parallel', nopython=True) def foo(x): return x + 1 self.assertFalse(w) @TestCase.run_test_in_subprocess def test_vectorize_parallel_true_nopython_false_warns(self): # Checks that use of @vectorize with the parallel target and # nopython=False raises a warning about the nopython kwarg being False. with _catch_numba_deprecation_warnings() as w: @vectorize('float64(float64)', target='parallel', nopython=False) def foo(x): return x + 1 msg = "The keyword argument 'nopython=False' was supplied" self.check_warning(w, msg, NumbaDeprecationWarning, check_rtd=False) @TestCase.run_test_in_subprocess def test_vectorize_calling_jit_with_nopython_false_warns_from_jit(self): # Checks the scope of the suppression of deprecation warnings that are # present in e.g. vectorize. The function `bar` should raise a # deprecation warning, the `@vectorize`d `foo` function should not, # even though both don't have a nopython kwarg. # First check that the @vectorize call doesn't raise anything with _catch_numba_deprecation_warnings() as w: @vectorize('float64(float64)', forceobj=True) def foo(x): return bar(x + 1) def bar(*args): pass self.assertFalse(w) @TestCase.run_test_in_subprocess def test_guvectorize_implicit_nopython_no_warnings(self): # Checks that use of @guvectorize with implicit nopython compilation # does not warn on compilation. with _catch_numba_deprecation_warnings() as w: @guvectorize('void(float64[::1], float64[::1])', '(n)->(n)') def bar(a, b): a += 1 self.assertFalse(w) @TestCase.run_test_in_subprocess def test_guvectorize_forceobj_no_warnings(self): # Checks that use of @guvectorize with direct objmode compilation does # not warn. with _catch_numba_deprecation_warnings() as w: @guvectorize('void(float64[::1], float64[::1])', '(n)->(n)', forceobj=True) def bar(a, b): object() a += 1 self.assertFalse(w) @TestCase.run_test_in_subprocess def test_guvectorize_parallel_implicit_nopython_no_warnings(self): # Checks that use of @guvectorize with parallel target and implicit # nopython mode compilation does not warn. with _catch_numba_deprecation_warnings() as w: @guvectorize('void(float64[::1], float64[::1])', '(n)->(n)', target='parallel') def bar(a, b): a += 1 self.assertFalse(w) @TestCase.run_test_in_subprocess def test_guvectorize_parallel_forceobj_no_warnings(self): # Checks that use of @guvectorize with parallel target and direct # objmode compilation does not warn. with _catch_numba_deprecation_warnings() as w: # This compiles somewhat surprisingly for the parallel target using # object mode?! @guvectorize('void(float64[::1], float64[::1])', '(n)->(n)', target='parallel', forceobj=True) def bar(a, b): object() a += 1 self.assertFalse(w) @TestCase.run_test_in_subprocess def test_reflection_of_mutable_container(self): # tests that reflection in list/set warns def foo_list(a): return a.append(1) def foo_set(a): return a.add(1) for f in [foo_list, foo_set]: container = f.__name__.strip('foo_') inp = eval(container)([10, ]) with warnings.catch_warnings(record=True) as w: warnings.simplefilter("ignore", category=NumbaWarning) warnings.simplefilter("always", category=NumbaPendingDeprecationWarning) jit(nopython=True)(f)(inp) self.assertEqual(len(w), 1) self.assertEqual(w[0].category, NumbaPendingDeprecationWarning) warn_msg = str(w[0].message) msg = ("Encountered the use of a type that is scheduled for " "deprecation") self.assertIn(msg, warn_msg) msg = ("\'reflected %s\' found for argument" % container) self.assertIn(msg, warn_msg) self.assertIn("https://numba.readthedocs.io", warn_msg) @needs_setuptools @TestCase.run_test_in_subprocess def test_pycc_module(self): # checks import of module warns with warnings.catch_warnings(record=True) as w: warnings.simplefilter("always", category=NumbaPendingDeprecationWarning) import numba.pycc # noqa: F401 expected_str = ("The 'pycc' module is pending deprecation.") self.check_warning(w, expected_str, NumbaPendingDeprecationWarning) @needs_setuptools @TestCase.run_test_in_subprocess def test_pycc_CC(self): # check the most commonly used functionality (CC) warns with warnings.catch_warnings(record=True) as w: warnings.simplefilter("always", category=NumbaPendingDeprecationWarning) from numba.pycc import CC # noqa: F401 expected_str = ("The 'pycc' module is pending deprecation.") self.check_warning(w, expected_str, NumbaPendingDeprecationWarning) if __name__ == '__main__': unittest.main()