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stackimpact-python/stackimpact/profilers/cpu_profiler.py at master · stackimpact/stackimpact-python · GitHub
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profilers
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from
__future__
import
division
import
os
import
sys
import
time
import
threading
import
re
import
signal
from
..
runtime
import
min_version
,
runtime_info
from
..
metric
import
Metric
from
..
metric
import
Breakdown
from
..
frame
import
Frame
class
CPUProfiler
(
object
):
SAMPLING_RATE
=
0.01
MAX_TRACEBACK_SIZE
=
25
# number of frames
def
__init__
(
self
,
agent
):
self
.
agent
=
agent
self
.
ready
=
False
self
.
profile
=
None
self
.
profile_lock
=
threading
.
Lock
()
self
.
prev_signal_handler
=
None
self
.
sampler_active
=
False
def
setup
(
self
):
if
self
.
agent
.
get_option
(
'cpu_profiler_disabled'
):
return
if
not
runtime_info
.
OS_LINUX
and
not
runtime_info
.
OS_DARWIN
:
self
.
agent
.
log
(
'CPU profiler is only supported on Linux and OS X.'
)
return
def
_sample
(
signum
,
signal_frame
):
if
self
.
sampler_active
:
return
self
.
sampler_active
=
True
with
self
.
profile_lock
:
try
:
self
.
process_sample
(
signal_frame
)
signal_frame
=
None
except
Exception
:
self
.
agent
.
exception
()
self
.
sampler_active
=
False
self
.
prev_signal_handler
=
signal
.
signal
(
signal
.
SIGPROF
,
_sample
)
self
.
ready
=
True
def
reset
(
self
):
self
.
profile
=
Breakdown
(
'Execution call graph'
,
Breakdown
.
TYPE_CALLGRAPH
)
def
start_profiler
(
self
):
self
.
agent
.
log
(
'Activating CPU profiler.'
)
signal
.
setitimer
(
signal
.
ITIMER_PROF
,
self
.
SAMPLING_RATE
,
self
.
SAMPLING_RATE
)
def
stop_profiler
(
self
):
signal
.
setitimer
(
signal
.
ITIMER_PROF
,
0
)
def
destroy
(
self
):
if
not
self
.
ready
:
return
signal
.
signal
(
signal
.
SIGPROF
,
self
.
prev_signal_handler
)
def
build_profile
(
self
,
duration
):
with
self
.
profile_lock
:
self
.
profile
.
propagate
()
self
.
profile
.
evaluate_percent
(
duration
/
self
.
SAMPLING_RATE
)
self
.
profile
.
filter
(
2
,
1
,
100
)
return
[{
'category'
:
Metric
.
CATEGORY_CPU_PROFILE
,
'name'
:
Metric
.
NAME_MAIN_THREAD_CPU_USAGE
,
'unit'
:
Metric
.
UNIT_PERCENT
,
'unit_interval'
:
None
,
'profile'
:
self
.
profile
}]
def
process_sample
(
self
,
signal_frame
):
if
self
.
profile
:
start
=
time
.
clock
()
if
signal_frame
:
stack
=
self
.
recover_stack
(
signal_frame
)
if
stack
:
self
.
update_profile
(
self
.
profile
,
stack
)
stack
=
None
def
recover_stack
(
self
,
signal_frame
):
stack
=
[]
depth
=
0
while
signal_frame
is
not
None
and
depth
<=
self
.
MAX_TRACEBACK_SIZE
:
if
signal_frame
.
f_code
and
signal_frame
.
f_code
.
co_name
and
signal_frame
.
f_code
.
co_filename
:
func_name
=
signal_frame
.
f_code
.
co_name
filename
=
signal_frame
.
f_code
.
co_filename
lineno
=
signal_frame
.
f_lineno
if
self
.
agent
.
frame_cache
.
is_agent_frame
(
filename
):
return
None
frame
=
Frame
(
func_name
,
filename
,
lineno
)
stack
.
append
(
frame
)
signal_frame
=
signal_frame
.
f_back
depth
+=
1
if
len
(
stack
)
==
0
:
return
None
else
:
return
stack
def
update_profile
(
self
,
profile
,
stack
):
current_node
=
profile
for
frame
in
reversed
(
stack
):
current_node
=
current_node
.
find_or_add_child
(
str
(
frame
))
current_node
.
set_type
(
Breakdown
.
TYPE_CALLSITE
)
current_node
.
increment
(
0
,
1
)
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