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1 | # encoding: utf-8 |
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1 | # encoding: utf-8 | |
2 | """ |
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2 | """ | |
3 | Utilities for timing code execution. |
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3 | Utilities for timing code execution. | |
4 | """ |
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4 | """ | |
5 |
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5 | |||
6 | #----------------------------------------------------------------------------- |
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6 | #----------------------------------------------------------------------------- | |
7 | # Copyright (C) 2008-2011 The IPython Development Team |
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7 | # Copyright (C) 2008-2011 The IPython Development Team | |
8 | # |
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8 | # | |
9 | # Distributed under the terms of the BSD License. The full license is in |
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9 | # Distributed under the terms of the BSD License. The full license is in | |
10 | # the file COPYING, distributed as part of this software. |
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10 | # the file COPYING, distributed as part of this software. | |
11 | #----------------------------------------------------------------------------- |
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11 | #----------------------------------------------------------------------------- | |
12 |
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12 | |||
13 | #----------------------------------------------------------------------------- |
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13 | #----------------------------------------------------------------------------- | |
14 | # Imports |
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14 | # Imports | |
15 | #----------------------------------------------------------------------------- |
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15 | #----------------------------------------------------------------------------- | |
16 |
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16 | |||
17 | import time |
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17 | import time | |
18 |
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18 | |||
19 | #----------------------------------------------------------------------------- |
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19 | #----------------------------------------------------------------------------- | |
20 | # Code |
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20 | # Code | |
21 | #----------------------------------------------------------------------------- |
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21 | #----------------------------------------------------------------------------- | |
22 |
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22 | |||
23 | # If possible (Unix), use the resource module instead of time.clock() |
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23 | # If possible (Unix), use the resource module instead of time.clock() | |
24 | try: |
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24 | try: | |
25 | import resource |
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25 | import resource | |
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26 | except ImportError: | |||
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27 | resource = None | |||
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28 | ||||
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29 | # Some implementations (like jyputerlite) don't have getrusage | |||
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30 | if resource is not None and hasattr(resource, "getrusage"): | |||
26 | def clocku(): |
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31 | def clocku(): | |
27 | """clocku() -> floating point number |
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32 | """clocku() -> floating point number | |
28 |
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33 | |||
29 | Return the *USER* CPU time in seconds since the start of the process. |
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34 | 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 |
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35 | This is done via a call to resource.getrusage, so it avoids the | |
31 | wraparound problems in time.clock().""" |
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36 | wraparound problems in time.clock().""" | |
32 |
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37 | |||
33 | return resource.getrusage(resource.RUSAGE_SELF)[0] |
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38 | return resource.getrusage(resource.RUSAGE_SELF)[0] | |
34 |
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39 | |||
35 | def clocks(): |
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40 | def clocks(): | |
36 | """clocks() -> floating point number |
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41 | """clocks() -> floating point number | |
37 |
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42 | |||
38 | Return the *SYSTEM* CPU time in seconds since the start of the process. |
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43 | 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 |
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44 | This is done via a call to resource.getrusage, so it avoids the | |
40 | wraparound problems in time.clock().""" |
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45 | wraparound problems in time.clock().""" | |
41 |
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46 | |||
42 | return resource.getrusage(resource.RUSAGE_SELF)[1] |
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47 | return resource.getrusage(resource.RUSAGE_SELF)[1] | |
43 |
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48 | |||
44 | def clock(): |
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49 | def clock(): | |
45 | """clock() -> floating point number |
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50 | """clock() -> floating point number | |
46 |
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51 | |||
47 | Return the *TOTAL USER+SYSTEM* CPU time in seconds since the start of |
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52 | 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 |
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53 | the process. This is done via a call to resource.getrusage, so it | |
49 | avoids the wraparound problems in time.clock().""" |
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54 | avoids the wraparound problems in time.clock().""" | |
50 |
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55 | |||
51 | u,s = resource.getrusage(resource.RUSAGE_SELF)[:2] |
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56 | u,s = resource.getrusage(resource.RUSAGE_SELF)[:2] | |
52 | return u+s |
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57 | return u+s | |
53 |
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58 | |||
54 | def clock2(): |
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59 | def clock2(): | |
55 | """clock2() -> (t_user,t_system) |
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60 | """clock2() -> (t_user,t_system) | |
56 |
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61 | |||
57 | Similar to clock(), but return a tuple of user/system times.""" |
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62 | Similar to clock(), but return a tuple of user/system times.""" | |
58 | return resource.getrusage(resource.RUSAGE_SELF)[:2] |
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63 | return resource.getrusage(resource.RUSAGE_SELF)[:2] | |
59 | except ImportError: |
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64 | ||
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65 | ||||
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66 | else: | |||
60 | # There is no distinction of user/system time under windows, so we just use |
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67 | # There is no distinction of user/system time under windows, so we just use | |
61 | # time.perff_counter() for everything... |
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68 | # time.perff_counter() for everything... | |
62 | clocku = clocks = clock = time.perf_counter |
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69 | clocku = clocks = clock = time.perf_counter | |
63 | def clock2(): |
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70 | def clock2(): | |
64 | """Under windows, system CPU time can't be measured. |
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71 | """Under windows, system CPU time can't be measured. | |
65 |
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72 | |||
66 | This just returns perf_counter() and zero.""" |
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73 | This just returns perf_counter() and zero.""" | |
67 | return time.perf_counter(),0.0 |
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74 | return time.perf_counter(),0.0 | |
68 |
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75 | |||
69 |
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76 | |||
70 | def timings_out(reps,func,*args,**kw): |
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77 | def timings_out(reps,func,*args,**kw): | |
71 | """timings_out(reps,func,*args,**kw) -> (t_total,t_per_call,output) |
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78 | """timings_out(reps,func,*args,**kw) -> (t_total,t_per_call,output) | |
72 |
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79 | |||
73 | Execute a function reps times, return a tuple with the elapsed total |
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80 | 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. |
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81 | CPU time in seconds, the time per call and the function's output. | |
75 |
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82 | |||
76 | Under Unix, the return value is the sum of user+system time consumed by |
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83 | 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 |
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84 | the process, computed via the resource module. This prevents problems | |
78 | related to the wraparound effect which the time.clock() function has. |
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85 | related to the wraparound effect which the time.clock() function has. | |
79 |
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86 | |||
80 | Under Windows the return value is in wall clock seconds. See the |
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87 | Under Windows the return value is in wall clock seconds. See the | |
81 | documentation for the time module for more details.""" |
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88 | documentation for the time module for more details.""" | |
82 |
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89 | |||
83 | reps = int(reps) |
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90 | reps = int(reps) | |
84 | assert reps >=1, 'reps must be >= 1' |
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91 | assert reps >=1, 'reps must be >= 1' | |
85 | if reps==1: |
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92 | if reps==1: | |
86 | start = clock() |
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93 | start = clock() | |
87 | out = func(*args,**kw) |
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94 | out = func(*args,**kw) | |
88 | tot_time = clock()-start |
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95 | tot_time = clock()-start | |
89 | else: |
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96 | else: | |
90 | rng = range(reps-1) # the last time is executed separately to store output |
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97 | rng = range(reps-1) # the last time is executed separately to store output | |
91 | start = clock() |
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98 | start = clock() | |
92 | for dummy in rng: func(*args,**kw) |
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99 | for dummy in rng: func(*args,**kw) | |
93 | out = func(*args,**kw) # one last time |
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100 | out = func(*args,**kw) # one last time | |
94 | tot_time = clock()-start |
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101 | tot_time = clock()-start | |
95 | av_time = tot_time / reps |
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102 | av_time = tot_time / reps | |
96 | return tot_time,av_time,out |
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103 | return tot_time,av_time,out | |
97 |
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104 | |||
98 |
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105 | |||
99 | def timings(reps,func,*args,**kw): |
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106 | def timings(reps,func,*args,**kw): | |
100 | """timings(reps,func,*args,**kw) -> (t_total,t_per_call) |
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107 | """timings(reps,func,*args,**kw) -> (t_total,t_per_call) | |
101 |
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108 | |||
102 | Execute a function reps times, return a tuple with the elapsed total CPU |
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109 | 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 |
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110 | time in seconds and the time per call. These are just the first two values | |
104 | in timings_out().""" |
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111 | in timings_out().""" | |
105 |
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112 | |||
106 | return timings_out(reps,func,*args,**kw)[0:2] |
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113 | return timings_out(reps,func,*args,**kw)[0:2] | |
107 |
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114 | |||
108 |
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115 | |||
109 | def timing(func,*args,**kw): |
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116 | def timing(func,*args,**kw): | |
110 | """timing(func,*args,**kw) -> t_total |
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117 | """timing(func,*args,**kw) -> t_total | |
111 |
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118 | |||
112 | Execute a function once, return the elapsed total CPU time in |
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119 | Execute a function once, return the elapsed total CPU time in | |
113 | seconds. This is just the first value in timings_out().""" |
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120 | seconds. This is just the first value in timings_out().""" | |
114 |
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121 | |||
115 | return timings_out(1,func,*args,**kw)[0] |
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122 | return timings_out(1,func,*args,**kw)[0] | |
116 |
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123 |
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