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

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2024-05-03 04:18:51 +03:00
import unittest
from numba import njit
from numba.tests.support import TestCase, override_config
from numba.misc import llvm_pass_timings as lpt
timings_raw1 = """
===-------------------------------------------------------------------------===
... Pass execution timing report ...
===-------------------------------------------------------------------------===
Total Execution Time: 0.0001 seconds (0.0001 wall clock)
---User Time--- --System Time-- --User+System-- ---Wall Time--- --- Name ---
0.0001 ( 90.1%) 0.0001 ( 90.1%) 0.0001 ( 90.1%) 0.0001 ( 90.1%) A1
0.0000 ( 9.9%) 0.0000 ( 9.9%) 0.0000 ( 9.9%) 0.0000 ( 9.9%) A2
0.0001 (100.0%) 0.0001 (100.0%) 0.0001 (100.0%) 0.0001 (100.0%) Total
""" # noqa: E501
timings_raw2 = """
===-------------------------------------------------------------------------===
... Pass execution timing report ...
===-------------------------------------------------------------------------===
Total Execution Time: 0.0001 seconds (0.0001 wall clock)
---User Time--- --System Time-- --User+System-- ---Wall Time--- --- Name ---
0.0001 ( 90.1%) ----- 0.0001 ( 90.1%) 0.0001 ( 90.1%) A1
0.0000 ( 9.9%) ----- 0.0000 ( 9.9%) 0.0000 ( 9.9%) A2
0.0001 (100.0%) ----- 0.0001 (100.0%) 0.0001 (100.0%) Total
""" # noqa: E501
class TestLLVMPassTimings(TestCase):
def test_usage(self):
@njit
def foo(n):
c = 0
for i in range(n):
c += i
return c
with override_config('LLVM_PASS_TIMINGS', True):
foo(10)
md = foo.get_metadata(foo.signatures[0])
timings = md['llvm_pass_timings']
# Check: timing is of correct type
self.assertIsInstance(timings, lpt.PassTimingsCollection)
# Check: basic for __str__
text = str(timings)
self.assertIn("Module passes (full optimization)", text)
# Check: there must be more than one record
self.assertGreater(len(timings), 0)
# Check: __getitem__
last = timings[-1]
self.assertIsInstance(last, lpt.NamedTimings)
# Check: NamedTimings
self.assertIsInstance(last.name, str)
self.assertIsInstance(last.timings, lpt.ProcessedPassTimings)
def test_analyze(self):
@njit
def foo(n):
c = 0
for i in range(n):
for j in range(i):
c += j
return c
with override_config('LLVM_PASS_TIMINGS', True):
foo(10)
md = foo.get_metadata(foo.signatures[0])
timings_collection = md['llvm_pass_timings']
# Check: get_total_time()
self.assertIsInstance(timings_collection.get_total_time(), float)
# Check: summary()
self.assertIsInstance(timings_collection.summary(), str)
# Check: list_longest_first() ordering
longest_first = timings_collection.list_longest_first()
self.assertEqual(len(longest_first), len(timings_collection))
last = longest_first[0].timings.get_total_time()
for rec in longest_first[1:]:
cur = rec.timings.get_total_time()
self.assertGreaterEqual(last, cur)
cur = last
def test_parse_raw(self):
timings1 = lpt.ProcessedPassTimings(timings_raw1)
self.assertAlmostEqual(timings1.get_total_time(), 0.0001)
self.assertIsInstance(timings1.summary(), str)
timings2 = lpt.ProcessedPassTimings(timings_raw2)
self.assertAlmostEqual(timings2.get_total_time(), 0.0001)
self.assertIsInstance(timings2.summary(), str)
class TestLLVMPassTimingsDisabled(TestCase):
def test_disabled_behavior(self):
@njit
def foo(n):
c = 0
for i in range(n):
c += i
return c
with override_config('LLVM_PASS_TIMINGS', False):
foo(10)
md = foo.get_metadata(foo.signatures[0])
timings = md['llvm_pass_timings']
# Check that the right message is returned
self.assertEqual(timings.summary(), "No pass timings were recorded")
# Check that None is returned
self.assertIsNone(timings.get_total_time())
# Check that empty list is returned
self.assertEqual(timings.list_longest_first(), [])
if __name__ == "__main__":
unittest.main()