import cProfile as profiler import os import pstats import subprocess import sys import numpy as np from numba import jit from numba.tests.support import needs_blas, expected_failure_py312 import unittest def dot(a, b): sum = 0 for i in range(len(a)): sum += a[i]*b[i] return sum def np_dot(a, b): return np.dot(a, b) class TestProfiler(unittest.TestCase): def check_profiler_dot(self, pyfunc): """ Make sure the jit-compiled function shows up in the profile stats as a regular Python function. """ a = np.arange(16, dtype=np.float32) b = np.arange(16, dtype=np.float32) cfunc = jit(nopython=True)(pyfunc) # Warm up JIT cfunc(a, b) p = profiler.Profile() p.enable() try: cfunc(a, b) finally: p.disable() stats = pstats.Stats(p).strip_dirs() code = pyfunc.__code__ expected_key = (os.path.basename(code.co_filename), code.co_firstlineno, code.co_name, ) self.assertIn(expected_key, stats.stats) @expected_failure_py312 def test_profiler(self): self.check_profiler_dot(dot) @needs_blas def test_profiler_np_dot(self): # Issue #1786: initializing BLAS would crash when profiling code = """if 1: import cProfile as profiler import numpy as np from numba import jit from numba.tests.test_profiler import np_dot cfunc = jit(nopython=True)(np_dot) a = np.arange(16, dtype=np.float32) b = np.arange(16, dtype=np.float32) p = profiler.Profile() p.enable() cfunc(a, b) cfunc(a, b) p.disable() """ subprocess.check_call([sys.executable, "-c", code]) def test_issue_3229(self): # Issue #3229: Seemingly random segfaults when profiling due to # frame injection. # numba.tests.npyufunc.test_dufunc.TestDUFunc.test_npm_call is the # first test case crashing when profiling. Fingers crossed fixing # this is sufficient proof for the general case. code = """if 1: import cProfile as profiler p = profiler.Profile() p.enable() from numba.tests.npyufunc.test_dufunc import TestDUFunc t = TestDUFunc('test_npm_call') t.test_npm_call() p.disable() """ subprocess.check_call([sys.executable, "-c", code]) if __name__ == '__main__': unittest.main()