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Kirill Smelkov
cpython
Commits
b7de141c
Commit
b7de141c
authored
Mar 06, 2003
by
Guido van Rossum
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Added more documentation.
parent
85b360de
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Lib/timeit.py
Lib/timeit.py
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Lib/timeit.py
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b7de141c
"""Framework for
timing execution speed of
small code snippets.
"""Framework for
measuring execution time for
small code snippets.
This
avoids a number of common traps for timing frameworks (see also
This
module avoids a number of common traps for measuring execution
Tim Peters' introduction to the timing chapter in the Pytho
n
times. See also Tim Peters' introduction to the Algorithms chapter i
n
Cookbook)
.
the Python Cookbook, published by O'Reilly
.
(To use this with older versions of Python, the dependency on the
Library usage: see the Timer class.
itertools module is easily removed; instead of itertools.repeat(None,
count) you can use [None]*count; this is barely slower.)
Command line usage:
Command line usage:
python timeit.py [-n N] [-r N] [-s S] [-t] [-c] [statement]
python timeit.py [-n N] [-r N] [-s S] [-t] [-c] [statement]
Options:
Options:
-n/--number N: how many times to execute 'statement' (default
varies
)
-n/--number N: how many times to execute 'statement' (default
: see below
)
-r/--repeat N: how many times to repeat the timer (default 1)
-r/--repeat N: how many times to repeat the timer (default 1)
-s/--setup S: statements executed once before 'statement' (default 'pass')
-s/--setup S: statements executed once before 'statement' (default 'pass')
-t/--time: use time.time() (default on Unix)
-t/--time: use time.time() (default on Unix)
-c/--clock: use time.clock() (default on Windows)
-c/--clock: use time.clock() (default on Windows)
statement: statement to be timed (default 'pass')
statement: statement to be timed (default 'pass')
A multi-line statement may be given by specifying each line as a
separate argument; indented lines are possible by enclosing an
argument in quotes and using leading spaces.
If -n is not given, a suitable number of loops is calculated by trying
successive powers of 10 until the total time is at least 0.2 seconds.
The difference in default timer function is because on Windows,
clock() has microsecond granularity but time()'s granularity is 1/60th
of a second; on Unix, clock() has 1/100th of a second granularity and
time() is much more precise. On either platform, the default timer
functions measures wall clock time, not the CPU time. This means that
other processes running on the same computer may interfere with the
timing. The best thing to do when accurate timing is necessary is to
repeat the timing a few times and use the best time; the -r option is
good for this. On Unix, you can use clock() to measure CPU time.
"""
"""
# To use this module with older versions of Python, the dependency on
# the itertools module is easily removed; in the template, instead of
# itertools.repeat(None, count), use [None]*count. It's barely slower.
import
sys
import
sys
import
math
import
math
import
time
import
time
...
@@ -37,6 +56,9 @@ else:
...
@@ -37,6 +56,9 @@ else:
# On most other platforms the best timer is time.time()
# On most other platforms the best timer is time.time()
default_timer
=
time
.
time
default_timer
=
time
.
time
# Don't change the indentation of the template; the reindent() calls
# in Timer.__init__() depend on setup being indented 4 spaces and stmt
# being indented 8 spaces.
template
=
"""
template
=
"""
def inner(number, timer):
def inner(number, timer):
%(setup)s
%(setup)s
...
@@ -49,11 +71,27 @@ def inner(number, timer):
...
@@ -49,11 +71,27 @@ def inner(number, timer):
"""
"""
def
reindent
(
src
,
indent
):
def
reindent
(
src
,
indent
):
"""Helper to reindent a multi-line statement."""
return
(
"
\
n
"
+
" "
*
indent
).
join
(
src
.
split
(
"
\
n
"
))
return
(
"
\
n
"
+
" "
*
indent
).
join
(
src
.
split
(
"
\
n
"
))
class
Timer
:
class
Timer
:
"""Class for timing execution speed of small code snippets.
The constructor takes a statement to be timed, an additional
statement used for setup, and a timer function. Both statements
default to 'pass'; the timer function is platform-dependent (see
module doc string).
To measure the execution time of the first statement, use the
timeit() method. The repeat() method is a convenience to call
timeit() multiple times and return a list of results.
The statements may contain newlines, as long as they don't contain
multi-line string literals.
"""
def
__init__
(
self
,
stmt
=
"pass"
,
setup
=
"pass"
,
timer
=
default_timer
):
def
__init__
(
self
,
stmt
=
"pass"
,
setup
=
"pass"
,
timer
=
default_timer
):
"""Constructor. See class doc string."""
self
.
timer
=
timer
self
.
timer
=
timer
stmt
=
reindent
(
stmt
,
8
)
stmt
=
reindent
(
stmt
,
8
)
setup
=
reindent
(
setup
,
4
)
setup
=
reindent
(
setup
,
4
)
...
@@ -64,9 +102,26 @@ class Timer:
...
@@ -64,9 +102,26 @@ class Timer:
self
.
inner
=
ns
[
"inner"
]
self
.
inner
=
ns
[
"inner"
]
def
timeit
(
self
,
number
=
default_number
):
def
timeit
(
self
,
number
=
default_number
):
"""Time 'number' executions of the main statement.
To be precise, this executes the setup statement once, and
then returns the time it takes to execute the main statement
a number of times, as a float measured in seconds. The
argument is the number of times through the loop, defaulting
to one million. The main statement, the setup statement and
the timer function to be used are passed to the constructor.
"""
return
self
.
inner
(
number
,
self
.
timer
)
return
self
.
inner
(
number
,
self
.
timer
)
def
repeat
(
self
,
repeat
=
default_repeat
,
number
=
default_number
):
def
repeat
(
self
,
repeat
=
default_repeat
,
number
=
default_number
):
"""Call timer() a few times.
This is a convenience function that calls the timer()
repeatedly, returning a list of results. The first argument
specifies how many times to call timer(), defaulting to 10;
the second argument specifies the timer argument, defaulting
to one million.
"""
r
=
[]
r
=
[]
for
i
in
range
(
repeat
):
for
i
in
range
(
repeat
):
t
=
self
.
timeit
(
number
)
t
=
self
.
timeit
(
number
)
...
@@ -74,6 +129,14 @@ class Timer:
...
@@ -74,6 +129,14 @@ class Timer:
return
r
return
r
def
main
(
args
=
None
):
def
main
(
args
=
None
):
"""Main program, used when run as a script.
The optional argument specifies the command line to be parsed,
defaulting to sys.argv[1:].
The return value is an exit code to be passed to sys.exit(); it
may be None to indicate success.
"""
if
args
is
None
:
if
args
is
None
:
args
=
sys
.
argv
[
1
:]
args
=
sys
.
argv
[
1
:]
import
getopt
import
getopt
...
@@ -118,6 +181,7 @@ def main(args=None):
...
@@ -118,6 +181,7 @@ def main(args=None):
print
"best of %d: %.3f usec"
%
(
repeat
,
usec
)
print
"best of %d: %.3f usec"
%
(
repeat
,
usec
)
else
:
else
:
print
"time: %.3f usec"
%
usec
print
"time: %.3f usec"
%
usec
return
None
if
__name__
==
"__main__"
:
if
__name__
==
"__main__"
:
sys
.
exit
(
main
())
sys
.
exit
(
main
())
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