Show More
@@ -1,116 +1,116 | |||||
1 | # encoding: utf-8 |
|
1 | # encoding: utf-8 | |
2 | """ |
|
2 | """ | |
3 | Utilities for timing code execution. |
|
3 | Utilities for timing code execution. | |
4 | """ |
|
4 | """ | |
5 |
|
5 | |||
6 | #----------------------------------------------------------------------------- |
|
6 | #----------------------------------------------------------------------------- | |
7 | # Copyright (C) 2008-2011 The IPython Development Team |
|
7 | # Copyright (C) 2008-2011 The IPython Development Team | |
8 | # |
|
8 | # | |
9 | # Distributed under the terms of the BSD License. The full license is in |
|
9 | # Distributed under the terms of the BSD License. The full license is in | |
10 | # the file COPYING, distributed as part of this software. |
|
10 | # the file COPYING, distributed as part of this software. | |
11 | #----------------------------------------------------------------------------- |
|
11 | #----------------------------------------------------------------------------- | |
12 |
|
12 | |||
13 | #----------------------------------------------------------------------------- |
|
13 | #----------------------------------------------------------------------------- | |
14 | # Imports |
|
14 | # Imports | |
15 | #----------------------------------------------------------------------------- |
|
15 | #----------------------------------------------------------------------------- | |
16 |
|
16 | |||
17 | import time |
|
17 | import time | |
18 |
|
18 | |||
19 | #----------------------------------------------------------------------------- |
|
19 | #----------------------------------------------------------------------------- | |
20 | # Code |
|
20 | # Code | |
21 | #----------------------------------------------------------------------------- |
|
21 | #----------------------------------------------------------------------------- | |
22 |
|
22 | |||
23 | # If possible (Unix), use the resource module instead of time.clock() |
|
23 | # If possible (Unix), use the resource module instead of time.clock() | |
24 | try: |
|
24 | try: | |
25 | import resource |
|
25 | import resource | |
26 | def clocku(): |
|
26 | def clocku(): | |
27 | """clocku() -> floating point number |
|
27 | """clocku() -> floating point number | |
28 |
|
28 | |||
29 | Return the *USER* CPU time in seconds since the start of the process. |
|
29 | Return the *USER* CPU time in seconds since the start of the process. | |
30 | This is done via a call to resource.getrusage, so it avoids the |
|
30 | This is done via a call to resource.getrusage, so it avoids the | |
31 | wraparound problems in time.clock().""" |
|
31 | wraparound problems in time.clock().""" | |
32 |
|
32 | |||
33 | return resource.getrusage(resource.RUSAGE_SELF)[0] |
|
33 | return resource.getrusage(resource.RUSAGE_SELF)[0] | |
34 |
|
34 | |||
35 | def clocks(): |
|
35 | def clocks(): | |
36 | """clocks() -> floating point number |
|
36 | """clocks() -> floating point number | |
37 |
|
37 | |||
38 | Return the *SYSTEM* CPU time in seconds since the start of the process. |
|
38 | Return the *SYSTEM* CPU time in seconds since the start of the process. | |
39 | This is done via a call to resource.getrusage, so it avoids the |
|
39 | This is done via a call to resource.getrusage, so it avoids the | |
40 | wraparound problems in time.clock().""" |
|
40 | wraparound problems in time.clock().""" | |
41 |
|
41 | |||
42 | return resource.getrusage(resource.RUSAGE_SELF)[1] |
|
42 | return resource.getrusage(resource.RUSAGE_SELF)[1] | |
43 |
|
43 | |||
44 | def clock(): |
|
44 | def clock(): | |
45 | """clock() -> floating point number |
|
45 | """clock() -> floating point number | |
46 |
|
46 | |||
47 | Return the *TOTAL USER+SYSTEM* CPU time in seconds since the start of |
|
47 | Return the *TOTAL USER+SYSTEM* CPU time in seconds since the start of | |
48 | the process. This is done via a call to resource.getrusage, so it |
|
48 | the process. This is done via a call to resource.getrusage, so it | |
49 | avoids the wraparound problems in time.clock().""" |
|
49 | avoids the wraparound problems in time.clock().""" | |
50 |
|
50 | |||
51 | u,s = resource.getrusage(resource.RUSAGE_SELF)[:2] |
|
51 | u,s = resource.getrusage(resource.RUSAGE_SELF)[:2] | |
52 | return u+s |
|
52 | return u+s | |
53 |
|
53 | |||
54 | def clock2(): |
|
54 | def clock2(): | |
55 | """clock2() -> (t_user,t_system) |
|
55 | """clock2() -> (t_user,t_system) | |
56 |
|
56 | |||
57 | Similar to clock(), but return a tuple of user/system times.""" |
|
57 | Similar to clock(), but return a tuple of user/system times.""" | |
58 | return resource.getrusage(resource.RUSAGE_SELF)[:2] |
|
58 | return resource.getrusage(resource.RUSAGE_SELF)[:2] | |
59 | except ImportError: |
|
59 | except ImportError: | |
60 | # There is no distinction of user/system time under windows, so we just use |
|
60 | # There is no distinction of user/system time under windows, so we just use | |
61 |
# time. |
|
61 | # time.perff_counter() for everything... | |
62 | clocku = clocks = clock = time.perf_counter |
|
62 | clocku = clocks = clock = time.perf_counter | |
63 | def clock2(): |
|
63 | def clock2(): | |
64 | """Under windows, system CPU time can't be measured. |
|
64 | """Under windows, system CPU time can't be measured. | |
65 |
|
65 | |||
66 |
This just returns |
|
66 | This just returns perf_counter() and zero.""" | |
67 | return time.perf_counter(),0.0 |
|
67 | return time.perf_counter(),0.0 | |
68 |
|
68 | |||
69 |
|
69 | |||
70 | def timings_out(reps,func,*args,**kw): |
|
70 | def timings_out(reps,func,*args,**kw): | |
71 | """timings_out(reps,func,*args,**kw) -> (t_total,t_per_call,output) |
|
71 | """timings_out(reps,func,*args,**kw) -> (t_total,t_per_call,output) | |
72 |
|
72 | |||
73 | Execute a function reps times, return a tuple with the elapsed total |
|
73 | Execute a function reps times, return a tuple with the elapsed total | |
74 | CPU time in seconds, the time per call and the function's output. |
|
74 | CPU time in seconds, the time per call and the function's output. | |
75 |
|
75 | |||
76 | Under Unix, the return value is the sum of user+system time consumed by |
|
76 | Under Unix, the return value is the sum of user+system time consumed by | |
77 | the process, computed via the resource module. This prevents problems |
|
77 | the process, computed via the resource module. This prevents problems | |
78 | related to the wraparound effect which the time.clock() function has. |
|
78 | related to the wraparound effect which the time.clock() function has. | |
79 |
|
79 | |||
80 | Under Windows the return value is in wall clock seconds. See the |
|
80 | Under Windows the return value is in wall clock seconds. See the | |
81 | documentation for the time module for more details.""" |
|
81 | documentation for the time module for more details.""" | |
82 |
|
82 | |||
83 | reps = int(reps) |
|
83 | reps = int(reps) | |
84 | assert reps >=1, 'reps must be >= 1' |
|
84 | assert reps >=1, 'reps must be >= 1' | |
85 | if reps==1: |
|
85 | if reps==1: | |
86 | start = clock() |
|
86 | start = clock() | |
87 | out = func(*args,**kw) |
|
87 | out = func(*args,**kw) | |
88 | tot_time = clock()-start |
|
88 | tot_time = clock()-start | |
89 | else: |
|
89 | else: | |
90 | rng = range(reps-1) # the last time is executed separately to store output |
|
90 | rng = range(reps-1) # the last time is executed separately to store output | |
91 | start = clock() |
|
91 | start = clock() | |
92 | for dummy in rng: func(*args,**kw) |
|
92 | for dummy in rng: func(*args,**kw) | |
93 | out = func(*args,**kw) # one last time |
|
93 | out = func(*args,**kw) # one last time | |
94 | tot_time = clock()-start |
|
94 | tot_time = clock()-start | |
95 | av_time = tot_time / reps |
|
95 | av_time = tot_time / reps | |
96 | return tot_time,av_time,out |
|
96 | return tot_time,av_time,out | |
97 |
|
97 | |||
98 |
|
98 | |||
99 | def timings(reps,func,*args,**kw): |
|
99 | def timings(reps,func,*args,**kw): | |
100 | """timings(reps,func,*args,**kw) -> (t_total,t_per_call) |
|
100 | """timings(reps,func,*args,**kw) -> (t_total,t_per_call) | |
101 |
|
101 | |||
102 | Execute a function reps times, return a tuple with the elapsed total CPU |
|
102 | Execute a function reps times, return a tuple with the elapsed total CPU | |
103 | time in seconds and the time per call. These are just the first two values |
|
103 | time in seconds and the time per call. These are just the first two values | |
104 | in timings_out().""" |
|
104 | in timings_out().""" | |
105 |
|
105 | |||
106 | return timings_out(reps,func,*args,**kw)[0:2] |
|
106 | return timings_out(reps,func,*args,**kw)[0:2] | |
107 |
|
107 | |||
108 |
|
108 | |||
109 | def timing(func,*args,**kw): |
|
109 | def timing(func,*args,**kw): | |
110 | """timing(func,*args,**kw) -> t_total |
|
110 | """timing(func,*args,**kw) -> t_total | |
111 |
|
111 | |||
112 | Execute a function once, return the elapsed total CPU time in |
|
112 | Execute a function once, return the elapsed total CPU time in | |
113 | seconds. This is just the first value in timings_out().""" |
|
113 | seconds. This is just the first value in timings_out().""" | |
114 |
|
114 | |||
115 | return timings_out(1,func,*args,**kw)[0] |
|
115 | return timings_out(1,func,*args,**kw)[0] | |
116 |
|
116 |
General Comments 0
You need to be logged in to leave comments.
Login now