1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233
|
# tag: pstats
# cython: profile = True
u"""
>>> import os, tempfile, cProfile as profile, pstats
>>> statsfile = tempfile.mkstemp()[1]
>>> profile.runctx("test_profile(100)", locals(), globals(), statsfile)
>>> s = pstats.Stats(statsfile)
>>> short_stats = dict([(k[2], v[1]) for k,v in s.stats.items()])
>>> short_stats['f_def']
100
>>> short_stats['f_cdef']
100
>>> short_stats['f_cpdef']
300
>>> short_stats['f_inline']
100
>>> short_stats['f_inline_prof']
100
>>> short_stats['f_noprof']
Traceback (most recent call last):
...
KeyError: 'f_noprof'
>>> short_stats['f_raise']
100
>>> short_stats['withgil_prof']
100
>>> short_stats['withgil_noprof']
Traceback (most recent call last):
...
KeyError: 'withgil_noprof'
>>> short_stats['nogil_prof']
Traceback (most recent call last):
...
KeyError: 'nogil_prof'
>>> short_stats['nogil_noprof']
Traceback (most recent call last):
...
KeyError: 'nogil_noprof'
>>> short_stats['f_raise']
100
>>> short_stats['m_def']
200
>>> short_stats['m_cdef']
100
>>> short_stats['m_cpdef'] - (200 if CPDEF_METHODS_COUNT_TWICE else 0) # FIXME!
300
>>> try:
... os.unlink(statsfile)
... except:
... pass
>>> sorted(callees(s, 'test_profile')) #doctest: +NORMALIZE_WHITESPACE
['f_cdef', 'f_cpdef', 'f_def',
'f_inline', 'f_inline_prof',
'f_raise',
'm_cdef', 'm_cpdef', 'm_def',
'withgil_prof']
>>> profile.runctx("test_generators()", locals(), globals(), statsfile)
>>> s = pstats.Stats(statsfile)
>>> short_stats = dict([(k[2], v[1]) for k,v in s.stats.items()])
>>> short_stats['generator']
3
>>> short_stats['generator_exception']
2
>>> short_stats['genexpr']
11
>>> sorted(callees(s, 'test_generators'))
['call_generator', 'call_generator_exception', 'generator_expr']
>>> list(callees(s, 'call_generator'))
['generator']
>>> list(callees(s, 'generator'))
[]
>>> list(callees(s, 'generator_exception'))
[]
>>> list(callees(s, 'generator_expr'))
['genexpr']
>>> list(callees(s, 'genexpr'))
[]
>>> def python_generator():
... yield 1
... yield 2
>>> def call_python_generator():
... list(python_generator())
>>> profile.runctx("call_python_generator()", locals(), globals(), statsfile)
>>> python_stats = pstats.Stats(statsfile)
>>> python_stats_dict = dict([(k[2], v[1]) for k,v in python_stats.stats.items()])
>>> profile.runctx("call_generator()", locals(), globals(), statsfile)
>>> cython_stats = pstats.Stats(statsfile)
>>> cython_stats_dict = dict([(k[2], v[1]) for k,v in cython_stats.stats.items()])
>>> python_stats_dict['python_generator'] == cython_stats_dict['generator']
True
>>> try:
... os.unlink(statsfile)
... except:
... pass
"""
cimport cython
# FIXME: With type specs, cpdef methods are currently counted twice.
# https://github.com/cython/cython/issues/2137
cdef extern from *:
int CYTHON_USE_TYPE_SPECS
CPDEF_METHODS_COUNT_TWICE = CYTHON_USE_TYPE_SPECS
def callees(pstats, target_caller):
pstats.calc_callees()
for (_, _, caller), callees in pstats.all_callees.items():
if caller == target_caller:
for (file, line, callee) in callees.keys():
if 'pyx' in file:
yield callee
def test_profile(long N):
cdef long i, n = 0
cdef A a = A()
for i in range(N):
n += f_def(i)
n += f_cdef(i)
n += f_cpdef(i)
n += (<object>f_cpdef)(i)
n += f_inline(i)
n += f_inline_prof(i)
n += f_noprof(i)
n += nogil_noprof(i)
n += nogil_prof(i)
n += withgil_noprof(i)
n += withgil_prof(i)
n += a.m_def(i)
n += (<object>a).m_def(i)
n += a.m_cpdef(i)
n += (<object>a).m_cpdef(i)
n += a.m_cdef(i)
try:
n += f_raise(i+2)
except RuntimeError:
pass
return n
def f_def(long a):
return a
cdef long f_cdef(long a):
return a
cpdef long f_cpdef(long a):
return a
cdef inline long f_inline(long a):
return a
@cython.profile(True)
cdef inline long f_inline_prof(long a):
return a
@cython.profile(False)
cdef int f_noprof(long a):
return a
cdef long f_raise(long) except -2:
raise RuntimeError
@cython.profile(False)
cdef int withgil_noprof(long a) with gil:
return (a)
@cython.profile(True)
cdef int withgil_prof(long a) with gil:
return (a)
@cython.profile(False)
cdef int nogil_noprof(long a) nogil:
return a
@cython.profile(True)
cdef int nogil_prof(long a) nogil:
return a
cdef class A(object):
def m_def(self, long a):
return a
cpdef m_cpdef(self, long a):
return a
cdef m_cdef(self, long a):
return a
def test_generators():
call_generator()
call_generator_exception()
generator_expr()
def call_generator():
list(generator())
def generator():
yield 1
yield 2
def call_generator_exception():
try:
list(generator_exception())
except ValueError:
pass
def generator_exception():
yield 1
raise ValueError(2)
def generator_expr():
e = (x for x in range(10))
return sum(e)
|