ai-content-maker/.venv/Lib/site-packages/numba/tests/test_warnings.py

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2024-05-03 04:18:51 +03:00
import os
import subprocess
import sys
import warnings
import numpy as np
import unittest
from numba import jit
from numba.core.errors import (
NumbaWarning,
deprecated,
NumbaDeprecationWarning,
NumbaPendingDeprecationWarning,
)
from numba.core import errors
from numba.tests.support import ignore_internal_warnings
class TestBuiltins(unittest.TestCase):
def check_objmode_deprecation_warning(self, w):
# Object mode fall-back is slated for deprecation, check the warning
msg = ("Fall-back from the nopython compilation path to the object "
"mode compilation path has been detected")
self.assertEqual(w.category, NumbaDeprecationWarning)
self.assertIn(msg, str(w.message))
def check_nopython_kwarg_missing_warning(self, w):
# nopython default is scheduled to change when objmode fall-back is
# removed, check warning.
msg = ("The \'nopython\' keyword argument was not supplied")
self.assertEqual(w.category, NumbaDeprecationWarning)
self.assertIn(msg, str(w.message))
def test_return_type_warning_with_nrt(self):
"""
Rerun test_return_type_warning with nrt
"""
y = np.ones(4, dtype=np.float32)
def return_external_array():
return y
with warnings.catch_warnings(record=True) as w:
warnings.simplefilter('always', NumbaWarning)
ignore_internal_warnings()
cfunc = jit(nopython=True)(return_external_array)
cfunc()
# No more warning
self.assertEqual(len(w), 0)
def test_no_warning_with_forceobj(self):
def add(x, y):
a = [] # noqa dead
return x + y
with warnings.catch_warnings(record=True) as w:
warnings.simplefilter('always', NumbaWarning)
ignore_internal_warnings()
cfunc = jit(add, forceobj=True)
cfunc(1, 2)
self.assertEqual(len(w), 0)
def test_deprecated(self):
@deprecated('foo')
def bar():
pass
with warnings.catch_warnings(record=True) as w:
warnings.simplefilter('always')
ignore_internal_warnings()
bar()
self.assertEqual(len(w), 1)
self.assertEqual(w[0].category, DeprecationWarning)
self.assertIn('bar', str(w[0].message))
self.assertIn('foo', str(w[0].message))
def test_warnings_fixer(self):
# For some context, see #4083
wfix = errors.WarningsFixer(errors.NumbaWarning)
with wfix.catch_warnings('foo', 10):
warnings.warn(errors.NumbaWarning('same'))
warnings.warn(errors.NumbaDeprecationWarning('same'))
ignore_internal_warnings()
with warnings.catch_warnings(record=True) as w:
warnings.simplefilter('always')
ignore_internal_warnings()
wfix.flush()
self.assertEqual(len(w), 2)
# the order of these will be backwards to the above, the
# WarningsFixer flush method sorts with a key based on str
# comparison
self.assertEqual(w[0].category, NumbaDeprecationWarning)
self.assertEqual(w[1].category, NumbaWarning)
self.assertIn('same', str(w[0].message))
self.assertIn('same', str(w[1].message))
def test_disable_performance_warnings(self):
not_found_ret_code = 55
found_ret_code = 99
expected = "'parallel=True' was specified but no transformation"
# NOTE: the error_usecases is needed as the NumbaPerformanceWarning's
# for parallel=True failing to parallelise do not appear for functions
# defined by string eval/exec etc.
parallel_code = """if 1:
import warnings
from numba.tests.error_usecases import foo
import numba
from numba.tests.support import ignore_internal_warnings
with warnings.catch_warnings(record=True) as w:
warnings.simplefilter('always')
ignore_internal_warnings()
foo()
for x in w:
if x.category == numba.errors.NumbaPerformanceWarning:
if "%s" in str(x.message):
exit(%s)
exit(%s)
""" % (expected, found_ret_code, not_found_ret_code)
# run in the standard env, warning should raise
popen = subprocess.Popen([sys.executable, "-c", parallel_code])
out, err = popen.communicate()
self.assertEqual(popen.returncode, found_ret_code)
# run in an env with performance warnings disabled, should not warn
env = dict(os.environ)
env['NUMBA_DISABLE_PERFORMANCE_WARNINGS'] = "1"
popen = subprocess.Popen([sys.executable, "-c", parallel_code], env=env)
out, err = popen.communicate()
self.assertEqual(popen.returncode, not_found_ret_code)
def test_filter_deprecation_warnings(self):
# Filter on base classes of deprecation warnings should apply to Numba's
# deprecation warnings
with warnings.catch_warnings():
warnings.simplefilter('error')
warnings.simplefilter('ignore', category=DeprecationWarning)
warnings.simplefilter('ignore', category=PendingDeprecationWarning)
warnings.warn(DeprecationWarning("this is ignored"))
warnings.warn(PendingDeprecationWarning("this is ignored"))
warnings.warn(NumbaDeprecationWarning("this is ignored"))
warnings.warn(NumbaPendingDeprecationWarning("this is ignored"))
with self.assertRaises(NumbaWarning):
warnings.warn(NumbaWarning("this is not ignored"))
def test_filter_ignore_numba_deprecation_only(self):
# Make a filter that ignores Numba's deprecation warnings but raises on
# other deprecation warnings
with warnings.catch_warnings():
warnings.simplefilter('error', category=DeprecationWarning)
warnings.simplefilter('error', category=PendingDeprecationWarning)
warnings.simplefilter('ignore', category=NumbaDeprecationWarning)
warnings.simplefilter('ignore',
category=NumbaPendingDeprecationWarning)
with self.assertRaises(DeprecationWarning):
warnings.warn(DeprecationWarning("this is not ignored"))
with self.assertRaises(PendingDeprecationWarning):
warnings.warn(PendingDeprecationWarning("this is not ignored"))
warnings.warn(NumbaDeprecationWarning("this is ignored"))
warnings.warn(NumbaPendingDeprecationWarning("this is ignored"))
# now make it so that Numba deprecation warnings are raising
warnings.simplefilter('error', category=NumbaDeprecationWarning)
warnings.simplefilter('error',
category=NumbaPendingDeprecationWarning)
with self.assertRaises(DeprecationWarning):
warnings.warn(NumbaDeprecationWarning("this is not ignored"))
with self.assertRaises(PendingDeprecationWarning):
warnings.warn(NumbaPendingDeprecationWarning(
"this is not ignored"))
if __name__ == '__main__':
unittest.main()