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1 | # -*- coding: utf-8 -*- |
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1 | # -*- coding: utf-8 -*- | |
2 | """Manage background (threaded) jobs conveniently from an interactive shell. |
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2 | """Manage background (threaded) jobs conveniently from an interactive shell. | |
3 |
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3 | |||
4 | This module provides a BackgroundJobManager class. This is the main class |
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4 | This module provides a BackgroundJobManager class. This is the main class | |
5 | meant for public usage, it implements an object which can create and manage |
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5 | meant for public usage, it implements an object which can create and manage | |
6 | new background jobs. |
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6 | new background jobs. | |
7 |
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7 | |||
8 | It also provides the actual job classes managed by these BackgroundJobManager |
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8 | It also provides the actual job classes managed by these BackgroundJobManager | |
9 | objects, see their docstrings below. |
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9 | objects, see their docstrings below. | |
10 |
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10 | |||
11 |
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11 | |||
12 | This system was inspired by discussions with B. Granger and the |
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12 | This system was inspired by discussions with B. Granger and the | |
13 | BackgroundCommand class described in the book Python Scripting for |
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13 | BackgroundCommand class described in the book Python Scripting for | |
14 | Computational Science, by H. P. Langtangen: |
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14 | Computational Science, by H. P. Langtangen: | |
15 |
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15 | |||
16 | http://folk.uio.no/hpl/scripting |
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16 | http://folk.uio.no/hpl/scripting | |
17 |
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17 | |||
18 | (although ultimately no code from this text was used, as IPython's system is a |
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18 | (although ultimately no code from this text was used, as IPython's system is a | |
19 | separate implementation). |
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19 | separate implementation). | |
20 |
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20 | |||
21 | An example notebook is provided in our documentation illustrating interactive |
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21 | An example notebook is provided in our documentation illustrating interactive | |
22 | use of the system. |
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22 | use of the system. | |
23 | """ |
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23 | """ | |
24 |
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24 | |||
25 | #***************************************************************************** |
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25 | #***************************************************************************** | |
26 | # Copyright (C) 2005-2006 Fernando Perez <fperez@colorado.edu> |
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26 | # Copyright (C) 2005-2006 Fernando Perez <fperez@colorado.edu> | |
27 | # |
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27 | # | |
28 | # Distributed under the terms of the BSD License. The full license is in |
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28 | # Distributed under the terms of the BSD License. The full license is in | |
29 | # the file COPYING, distributed as part of this software. |
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29 | # the file COPYING, distributed as part of this software. | |
30 | #***************************************************************************** |
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30 | #***************************************************************************** | |
31 |
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31 | |||
32 | # Code begins |
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32 | # Code begins | |
33 | import sys |
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33 | import sys | |
34 | import threading |
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34 | import threading | |
35 |
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35 | |||
36 | from IPython import get_ipython |
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36 | from IPython import get_ipython | |
37 | from IPython.core.ultratb import AutoFormattedTB |
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37 | from IPython.core.ultratb import AutoFormattedTB | |
38 | from logging import error |
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38 | from logging import error, debug | |
39 |
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39 | |||
40 |
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40 | |||
41 | class BackgroundJobManager(object): |
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41 | class BackgroundJobManager(object): | |
42 | """Class to manage a pool of backgrounded threaded jobs. |
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42 | """Class to manage a pool of backgrounded threaded jobs. | |
43 |
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43 | |||
44 | Below, we assume that 'jobs' is a BackgroundJobManager instance. |
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44 | Below, we assume that 'jobs' is a BackgroundJobManager instance. | |
45 |
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45 | |||
46 | Usage summary (see the method docstrings for details): |
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46 | Usage summary (see the method docstrings for details): | |
47 |
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47 | |||
48 | jobs.new(...) -> start a new job |
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48 | jobs.new(...) -> start a new job | |
49 |
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49 | |||
50 | jobs() or jobs.status() -> print status summary of all jobs |
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50 | jobs() or jobs.status() -> print status summary of all jobs | |
51 |
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51 | |||
52 | jobs[N] -> returns job number N. |
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52 | jobs[N] -> returns job number N. | |
53 |
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53 | |||
54 | foo = jobs[N].result -> assign to variable foo the result of job N |
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54 | foo = jobs[N].result -> assign to variable foo the result of job N | |
55 |
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55 | |||
56 | jobs[N].traceback() -> print the traceback of dead job N |
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56 | jobs[N].traceback() -> print the traceback of dead job N | |
57 |
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57 | |||
58 | jobs.remove(N) -> remove (finished) job N |
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58 | jobs.remove(N) -> remove (finished) job N | |
59 |
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59 | |||
60 | jobs.flush() -> remove all finished jobs |
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60 | jobs.flush() -> remove all finished jobs | |
61 |
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61 | |||
62 | As a convenience feature, BackgroundJobManager instances provide the |
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62 | As a convenience feature, BackgroundJobManager instances provide the | |
63 | utility result and traceback methods which retrieve the corresponding |
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63 | utility result and traceback methods which retrieve the corresponding | |
64 | information from the jobs list: |
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64 | information from the jobs list: | |
65 |
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65 | |||
66 | jobs.result(N) <--> jobs[N].result |
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66 | jobs.result(N) <--> jobs[N].result | |
67 | jobs.traceback(N) <--> jobs[N].traceback() |
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67 | jobs.traceback(N) <--> jobs[N].traceback() | |
68 |
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68 | |||
69 | While this appears minor, it allows you to use tab completion |
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69 | While this appears minor, it allows you to use tab completion | |
70 | interactively on the job manager instance. |
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70 | interactively on the job manager instance. | |
71 | """ |
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71 | """ | |
72 |
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72 | |||
73 | def __init__(self): |
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73 | def __init__(self): | |
74 | # Lists for job management, accessed via a property to ensure they're |
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74 | # Lists for job management, accessed via a property to ensure they're | |
75 | # up to date.x |
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75 | # up to date.x | |
76 | self._running = [] |
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76 | self._running = [] | |
77 | self._completed = [] |
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77 | self._completed = [] | |
78 | self._dead = [] |
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78 | self._dead = [] | |
79 | # A dict of all jobs, so users can easily access any of them |
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79 | # A dict of all jobs, so users can easily access any of them | |
80 | self.all = {} |
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80 | self.all = {} | |
81 | # For reporting |
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81 | # For reporting | |
82 | self._comp_report = [] |
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82 | self._comp_report = [] | |
83 | self._dead_report = [] |
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83 | self._dead_report = [] | |
84 | # Store status codes locally for fast lookups |
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84 | # Store status codes locally for fast lookups | |
85 | self._s_created = BackgroundJobBase.stat_created_c |
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85 | self._s_created = BackgroundJobBase.stat_created_c | |
86 | self._s_running = BackgroundJobBase.stat_running_c |
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86 | self._s_running = BackgroundJobBase.stat_running_c | |
87 | self._s_completed = BackgroundJobBase.stat_completed_c |
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87 | self._s_completed = BackgroundJobBase.stat_completed_c | |
88 | self._s_dead = BackgroundJobBase.stat_dead_c |
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88 | self._s_dead = BackgroundJobBase.stat_dead_c | |
89 |
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89 | |||
90 | @property |
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90 | @property | |
91 | def running(self): |
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91 | def running(self): | |
92 | self._update_status() |
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92 | self._update_status() | |
93 | return self._running |
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93 | return self._running | |
94 |
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94 | |||
95 | @property |
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95 | @property | |
96 | def dead(self): |
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96 | def dead(self): | |
97 | self._update_status() |
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97 | self._update_status() | |
98 | return self._dead |
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98 | return self._dead | |
99 |
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99 | |||
100 | @property |
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100 | @property | |
101 | def completed(self): |
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101 | def completed(self): | |
102 | self._update_status() |
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102 | self._update_status() | |
103 | return self._completed |
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103 | return self._completed | |
104 |
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104 | |||
105 | def new(self, func_or_exp, *args, **kwargs): |
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105 | def new(self, func_or_exp, *args, **kwargs): | |
106 | """Add a new background job and start it in a separate thread. |
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106 | """Add a new background job and start it in a separate thread. | |
107 |
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107 | |||
108 | There are two types of jobs which can be created: |
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108 | There are two types of jobs which can be created: | |
109 |
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109 | |||
110 | 1. Jobs based on expressions which can be passed to an eval() call. |
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110 | 1. Jobs based on expressions which can be passed to an eval() call. | |
111 | The expression must be given as a string. For example: |
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111 | The expression must be given as a string. For example: | |
112 |
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112 | |||
113 | job_manager.new('myfunc(x,y,z=1)'[,glob[,loc]]) |
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113 | job_manager.new('myfunc(x,y,z=1)'[,glob[,loc]]) | |
114 |
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114 | |||
115 | The given expression is passed to eval(), along with the optional |
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115 | The given expression is passed to eval(), along with the optional | |
116 | global/local dicts provided. If no dicts are given, they are |
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116 | global/local dicts provided. If no dicts are given, they are | |
117 | extracted automatically from the caller's frame. |
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117 | extracted automatically from the caller's frame. | |
118 |
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118 | |||
119 | A Python statement is NOT a valid eval() expression. Basically, you |
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119 | A Python statement is NOT a valid eval() expression. Basically, you | |
120 | can only use as an eval() argument something which can go on the right |
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120 | can only use as an eval() argument something which can go on the right | |
121 | of an '=' sign and be assigned to a variable. |
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121 | of an '=' sign and be assigned to a variable. | |
122 |
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122 | |||
123 | For example,"print 'hello'" is not valid, but '2+3' is. |
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123 | For example,"print 'hello'" is not valid, but '2+3' is. | |
124 |
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124 | |||
125 | 2. Jobs given a function object, optionally passing additional |
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125 | 2. Jobs given a function object, optionally passing additional | |
126 | positional arguments: |
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126 | positional arguments: | |
127 |
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127 | |||
128 | job_manager.new(myfunc, x, y) |
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128 | job_manager.new(myfunc, x, y) | |
129 |
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129 | |||
130 | The function is called with the given arguments. |
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130 | The function is called with the given arguments. | |
131 |
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131 | |||
132 | If you need to pass keyword arguments to your function, you must |
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132 | If you need to pass keyword arguments to your function, you must | |
133 | supply them as a dict named kw: |
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133 | supply them as a dict named kw: | |
134 |
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134 | |||
135 | job_manager.new(myfunc, x, y, kw=dict(z=1)) |
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135 | job_manager.new(myfunc, x, y, kw=dict(z=1)) | |
136 |
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136 | |||
137 | The reason for this assymmetry is that the new() method needs to |
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137 | The reason for this assymmetry is that the new() method needs to | |
138 | maintain access to its own keywords, and this prevents name collisions |
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138 | maintain access to its own keywords, and this prevents name collisions | |
139 | between arguments to new() and arguments to your own functions. |
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139 | between arguments to new() and arguments to your own functions. | |
140 |
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140 | |||
141 | In both cases, the result is stored in the job.result field of the |
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141 | In both cases, the result is stored in the job.result field of the | |
142 | background job object. |
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142 | background job object. | |
143 |
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143 | |||
144 | You can set `daemon` attribute of the thread by giving the keyword |
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144 | You can set `daemon` attribute of the thread by giving the keyword | |
145 | argument `daemon`. |
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145 | argument `daemon`. | |
146 |
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146 | |||
147 | Notes and caveats: |
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147 | Notes and caveats: | |
148 |
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148 | |||
149 | 1. All threads running share the same standard output. Thus, if your |
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149 | 1. All threads running share the same standard output. Thus, if your | |
150 | background jobs generate output, it will come out on top of whatever |
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150 | background jobs generate output, it will come out on top of whatever | |
151 | you are currently writing. For this reason, background jobs are best |
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151 | you are currently writing. For this reason, background jobs are best | |
152 | used with silent functions which simply return their output. |
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152 | used with silent functions which simply return their output. | |
153 |
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153 | |||
154 | 2. Threads also all work within the same global namespace, and this |
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154 | 2. Threads also all work within the same global namespace, and this | |
155 | system does not lock interactive variables. So if you send job to the |
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155 | system does not lock interactive variables. So if you send job to the | |
156 | background which operates on a mutable object for a long time, and |
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156 | background which operates on a mutable object for a long time, and | |
157 | start modifying that same mutable object interactively (or in another |
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157 | start modifying that same mutable object interactively (or in another | |
158 | backgrounded job), all sorts of bizarre behaviour will occur. |
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158 | backgrounded job), all sorts of bizarre behaviour will occur. | |
159 |
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159 | |||
160 | 3. If a background job is spending a lot of time inside a C extension |
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160 | 3. If a background job is spending a lot of time inside a C extension | |
161 | module which does not release the Python Global Interpreter Lock |
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161 | module which does not release the Python Global Interpreter Lock | |
162 | (GIL), this will block the IPython prompt. This is simply because the |
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162 | (GIL), this will block the IPython prompt. This is simply because the | |
163 | Python interpreter can only switch between threads at Python |
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163 | Python interpreter can only switch between threads at Python | |
164 | bytecodes. While the execution is inside C code, the interpreter must |
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164 | bytecodes. While the execution is inside C code, the interpreter must | |
165 | simply wait unless the extension module releases the GIL. |
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165 | simply wait unless the extension module releases the GIL. | |
166 |
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166 | |||
167 | 4. There is no way, due to limitations in the Python threads library, |
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167 | 4. There is no way, due to limitations in the Python threads library, | |
168 | to kill a thread once it has started.""" |
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168 | to kill a thread once it has started.""" | |
169 |
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169 | |||
170 | if callable(func_or_exp): |
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170 | if callable(func_or_exp): | |
171 | kw = kwargs.get('kw',{}) |
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171 | kw = kwargs.get('kw',{}) | |
172 | job = BackgroundJobFunc(func_or_exp,*args,**kw) |
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172 | job = BackgroundJobFunc(func_or_exp,*args,**kw) | |
173 | elif isinstance(func_or_exp, str): |
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173 | elif isinstance(func_or_exp, str): | |
174 | if not args: |
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174 | if not args: | |
175 | frame = sys._getframe(1) |
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175 | frame = sys._getframe(1) | |
176 | glob, loc = frame.f_globals, frame.f_locals |
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176 | glob, loc = frame.f_globals, frame.f_locals | |
177 | elif len(args)==1: |
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177 | elif len(args)==1: | |
178 | glob = loc = args[0] |
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178 | glob = loc = args[0] | |
179 | elif len(args)==2: |
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179 | elif len(args)==2: | |
180 | glob,loc = args |
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180 | glob,loc = args | |
181 | else: |
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181 | else: | |
182 | raise ValueError( |
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182 | raise ValueError( | |
183 | 'Expression jobs take at most 2 args (globals,locals)') |
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183 | 'Expression jobs take at most 2 args (globals,locals)') | |
184 | job = BackgroundJobExpr(func_or_exp, glob, loc) |
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184 | job = BackgroundJobExpr(func_or_exp, glob, loc) | |
185 | else: |
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185 | else: | |
186 | raise TypeError('invalid args for new job') |
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186 | raise TypeError('invalid args for new job') | |
187 |
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187 | |||
188 | if kwargs.get('daemon', False): |
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188 | if kwargs.get('daemon', False): | |
189 | job.daemon = True |
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189 | job.daemon = True | |
190 | job.num = len(self.all)+1 if self.all else 0 |
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190 | job.num = len(self.all)+1 if self.all else 0 | |
191 | self.running.append(job) |
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191 | self.running.append(job) | |
192 | self.all[job.num] = job |
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192 | self.all[job.num] = job | |
193 |
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193 | debug('Starting job # %s in a separate thread.' % job.num) | |
194 | job.start() |
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194 | job.start() | |
195 | return job |
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195 | return job | |
196 |
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196 | |||
197 | def __getitem__(self, job_key): |
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197 | def __getitem__(self, job_key): | |
198 | num = job_key if isinstance(job_key, int) else job_key.num |
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198 | num = job_key if isinstance(job_key, int) else job_key.num | |
199 | return self.all[num] |
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199 | return self.all[num] | |
200 |
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200 | |||
201 | def __call__(self): |
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201 | def __call__(self): | |
202 | """An alias to self.status(), |
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202 | """An alias to self.status(), | |
203 |
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203 | |||
204 | This allows you to simply call a job manager instance much like the |
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204 | This allows you to simply call a job manager instance much like the | |
205 | Unix `jobs` shell command.""" |
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205 | Unix `jobs` shell command.""" | |
206 |
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206 | |||
207 | return self.status() |
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207 | return self.status() | |
208 |
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208 | |||
209 | def _update_status(self): |
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209 | def _update_status(self): | |
210 | """Update the status of the job lists. |
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210 | """Update the status of the job lists. | |
211 |
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211 | |||
212 | This method moves finished jobs to one of two lists: |
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212 | This method moves finished jobs to one of two lists: | |
213 | - self.completed: jobs which completed successfully |
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213 | - self.completed: jobs which completed successfully | |
214 | - self.dead: jobs which finished but died. |
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214 | - self.dead: jobs which finished but died. | |
215 |
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215 | |||
216 | It also copies those jobs to corresponding _report lists. These lists |
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216 | It also copies those jobs to corresponding _report lists. These lists | |
217 | are used to report jobs completed/dead since the last update, and are |
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217 | are used to report jobs completed/dead since the last update, and are | |
218 | then cleared by the reporting function after each call.""" |
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218 | then cleared by the reporting function after each call.""" | |
219 |
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219 | |||
220 | # Status codes |
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220 | # Status codes | |
221 | srun, scomp, sdead = self._s_running, self._s_completed, self._s_dead |
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221 | srun, scomp, sdead = self._s_running, self._s_completed, self._s_dead | |
222 | # State lists, use the actual lists b/c the public names are properties |
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222 | # State lists, use the actual lists b/c the public names are properties | |
223 | # that call this very function on access |
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223 | # that call this very function on access | |
224 | running, completed, dead = self._running, self._completed, self._dead |
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224 | running, completed, dead = self._running, self._completed, self._dead | |
225 |
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225 | |||
226 | # Now, update all state lists |
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226 | # Now, update all state lists | |
227 | for num, job in enumerate(running): |
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227 | for num, job in enumerate(running): | |
228 | stat = job.stat_code |
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228 | stat = job.stat_code | |
229 | if stat == srun: |
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229 | if stat == srun: | |
230 | continue |
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230 | continue | |
231 | elif stat == scomp: |
|
231 | elif stat == scomp: | |
232 | completed.append(job) |
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232 | completed.append(job) | |
233 | self._comp_report.append(job) |
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233 | self._comp_report.append(job) | |
234 | running[num] = False |
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234 | running[num] = False | |
235 | elif stat == sdead: |
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235 | elif stat == sdead: | |
236 | dead.append(job) |
|
236 | dead.append(job) | |
237 | self._dead_report.append(job) |
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237 | self._dead_report.append(job) | |
238 | running[num] = False |
|
238 | running[num] = False | |
239 | # Remove dead/completed jobs from running list |
|
239 | # Remove dead/completed jobs from running list | |
240 | running[:] = filter(None, running) |
|
240 | running[:] = filter(None, running) | |
241 |
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241 | |||
242 | def _group_report(self,group,name): |
|
242 | def _group_report(self,group,name): | |
243 | """Report summary for a given job group. |
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243 | """Report summary for a given job group. | |
244 |
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244 | |||
245 | Return True if the group had any elements.""" |
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245 | Return True if the group had any elements.""" | |
246 |
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246 | |||
247 | if group: |
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247 | if group: | |
248 | print('%s jobs:' % name) |
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248 | print('%s jobs:' % name) | |
249 | for job in group: |
|
249 | for job in group: | |
250 | print('%s : %s' % (job.num,job)) |
|
250 | print('%s : %s' % (job.num,job)) | |
251 | print() |
|
251 | print() | |
252 | return True |
|
252 | return True | |
253 |
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253 | |||
254 | def _group_flush(self,group,name): |
|
254 | def _group_flush(self,group,name): | |
255 | """Flush a given job group |
|
255 | """Flush a given job group | |
256 |
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256 | |||
257 | Return True if the group had any elements.""" |
|
257 | Return True if the group had any elements.""" | |
258 |
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258 | |||
259 | njobs = len(group) |
|
259 | njobs = len(group) | |
260 | if njobs: |
|
260 | if njobs: | |
261 | plural = {1:''}.setdefault(njobs,'s') |
|
261 | plural = {1:''}.setdefault(njobs,'s') | |
262 | print('Flushing %s %s job%s.' % (njobs,name,plural)) |
|
262 | print('Flushing %s %s job%s.' % (njobs,name,plural)) | |
263 | group[:] = [] |
|
263 | group[:] = [] | |
264 | return True |
|
264 | return True | |
265 |
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265 | |||
266 | def _status_new(self): |
|
266 | def _status_new(self): | |
267 | """Print the status of newly finished jobs. |
|
267 | """Print the status of newly finished jobs. | |
268 |
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268 | |||
269 | Return True if any new jobs are reported. |
|
269 | Return True if any new jobs are reported. | |
270 |
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270 | |||
271 | This call resets its own state every time, so it only reports jobs |
|
271 | This call resets its own state every time, so it only reports jobs | |
272 | which have finished since the last time it was called.""" |
|
272 | which have finished since the last time it was called.""" | |
273 |
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273 | |||
274 | self._update_status() |
|
274 | self._update_status() | |
275 | new_comp = self._group_report(self._comp_report, 'Completed') |
|
275 | new_comp = self._group_report(self._comp_report, 'Completed') | |
276 | new_dead = self._group_report(self._dead_report, |
|
276 | new_dead = self._group_report(self._dead_report, | |
277 | 'Dead, call jobs.traceback() for details') |
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277 | 'Dead, call jobs.traceback() for details') | |
278 | self._comp_report[:] = [] |
|
278 | self._comp_report[:] = [] | |
279 | self._dead_report[:] = [] |
|
279 | self._dead_report[:] = [] | |
280 | return new_comp or new_dead |
|
280 | return new_comp or new_dead | |
281 |
|
281 | |||
282 | def status(self,verbose=0): |
|
282 | def status(self,verbose=0): | |
283 | """Print a status of all jobs currently being managed.""" |
|
283 | """Print a status of all jobs currently being managed.""" | |
284 |
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284 | |||
285 | self._update_status() |
|
285 | self._update_status() | |
286 | self._group_report(self.running,'Running') |
|
286 | self._group_report(self.running,'Running') | |
287 | self._group_report(self.completed,'Completed') |
|
287 | self._group_report(self.completed,'Completed') | |
288 | self._group_report(self.dead,'Dead') |
|
288 | self._group_report(self.dead,'Dead') | |
289 | # Also flush the report queues |
|
289 | # Also flush the report queues | |
290 | self._comp_report[:] = [] |
|
290 | self._comp_report[:] = [] | |
291 | self._dead_report[:] = [] |
|
291 | self._dead_report[:] = [] | |
292 |
|
292 | |||
293 | def remove(self,num): |
|
293 | def remove(self,num): | |
294 | """Remove a finished (completed or dead) job.""" |
|
294 | """Remove a finished (completed or dead) job.""" | |
295 |
|
295 | |||
296 | try: |
|
296 | try: | |
297 | job = self.all[num] |
|
297 | job = self.all[num] | |
298 | except KeyError: |
|
298 | except KeyError: | |
299 | error('Job #%s not found' % num) |
|
299 | error('Job #%s not found' % num) | |
300 | else: |
|
300 | else: | |
301 | stat_code = job.stat_code |
|
301 | stat_code = job.stat_code | |
302 | if stat_code == self._s_running: |
|
302 | if stat_code == self._s_running: | |
303 | error('Job #%s is still running, it can not be removed.' % num) |
|
303 | error('Job #%s is still running, it can not be removed.' % num) | |
304 | return |
|
304 | return | |
305 | elif stat_code == self._s_completed: |
|
305 | elif stat_code == self._s_completed: | |
306 | self.completed.remove(job) |
|
306 | self.completed.remove(job) | |
307 | elif stat_code == self._s_dead: |
|
307 | elif stat_code == self._s_dead: | |
308 | self.dead.remove(job) |
|
308 | self.dead.remove(job) | |
309 |
|
309 | |||
310 | def flush(self): |
|
310 | def flush(self): | |
311 | """Flush all finished jobs (completed and dead) from lists. |
|
311 | """Flush all finished jobs (completed and dead) from lists. | |
312 |
|
312 | |||
313 | Running jobs are never flushed. |
|
313 | Running jobs are never flushed. | |
314 |
|
314 | |||
315 | It first calls _status_new(), to update info. If any jobs have |
|
315 | It first calls _status_new(), to update info. If any jobs have | |
316 | completed since the last _status_new() call, the flush operation |
|
316 | completed since the last _status_new() call, the flush operation | |
317 | aborts.""" |
|
317 | aborts.""" | |
318 |
|
318 | |||
319 | # Remove the finished jobs from the master dict |
|
319 | # Remove the finished jobs from the master dict | |
320 | alljobs = self.all |
|
320 | alljobs = self.all | |
321 | for job in self.completed+self.dead: |
|
321 | for job in self.completed+self.dead: | |
322 | del(alljobs[job.num]) |
|
322 | del(alljobs[job.num]) | |
323 |
|
323 | |||
324 | # Now flush these lists completely |
|
324 | # Now flush these lists completely | |
325 | fl_comp = self._group_flush(self.completed, 'Completed') |
|
325 | fl_comp = self._group_flush(self.completed, 'Completed') | |
326 | fl_dead = self._group_flush(self.dead, 'Dead') |
|
326 | fl_dead = self._group_flush(self.dead, 'Dead') | |
327 | if not (fl_comp or fl_dead): |
|
327 | if not (fl_comp or fl_dead): | |
328 | print('No jobs to flush.') |
|
328 | print('No jobs to flush.') | |
329 |
|
329 | |||
330 | def result(self,num): |
|
330 | def result(self,num): | |
331 | """result(N) -> return the result of job N.""" |
|
331 | """result(N) -> return the result of job N.""" | |
332 | try: |
|
332 | try: | |
333 | return self.all[num].result |
|
333 | return self.all[num].result | |
334 | except KeyError: |
|
334 | except KeyError: | |
335 | error('Job #%s not found' % num) |
|
335 | error('Job #%s not found' % num) | |
336 |
|
336 | |||
337 | def _traceback(self, job): |
|
337 | def _traceback(self, job): | |
338 | num = job if isinstance(job, int) else job.num |
|
338 | num = job if isinstance(job, int) else job.num | |
339 | try: |
|
339 | try: | |
340 | self.all[num].traceback() |
|
340 | self.all[num].traceback() | |
341 | except KeyError: |
|
341 | except KeyError: | |
342 | error('Job #%s not found' % num) |
|
342 | error('Job #%s not found' % num) | |
343 |
|
343 | |||
344 | def traceback(self, job=None): |
|
344 | def traceback(self, job=None): | |
345 | if job is None: |
|
345 | if job is None: | |
346 | self._update_status() |
|
346 | self._update_status() | |
347 | for deadjob in self.dead: |
|
347 | for deadjob in self.dead: | |
348 | print("Traceback for: %r" % deadjob) |
|
348 | print("Traceback for: %r" % deadjob) | |
349 | self._traceback(deadjob) |
|
349 | self._traceback(deadjob) | |
350 | print() |
|
350 | print() | |
351 | else: |
|
351 | else: | |
352 | self._traceback(job) |
|
352 | self._traceback(job) | |
353 |
|
353 | |||
354 |
|
354 | |||
355 | class BackgroundJobBase(threading.Thread): |
|
355 | class BackgroundJobBase(threading.Thread): | |
356 | """Base class to build BackgroundJob classes. |
|
356 | """Base class to build BackgroundJob classes. | |
357 |
|
357 | |||
358 | The derived classes must implement: |
|
358 | The derived classes must implement: | |
359 |
|
359 | |||
360 | - Their own __init__, since the one here raises NotImplementedError. The |
|
360 | - Their own __init__, since the one here raises NotImplementedError. The | |
361 | derived constructor must call self._init() at the end, to provide common |
|
361 | derived constructor must call self._init() at the end, to provide common | |
362 | initialization. |
|
362 | initialization. | |
363 |
|
363 | |||
364 | - A strform attribute used in calls to __str__. |
|
364 | - A strform attribute used in calls to __str__. | |
365 |
|
365 | |||
366 | - A call() method, which will make the actual execution call and must |
|
366 | - A call() method, which will make the actual execution call and must | |
367 | return a value to be held in the 'result' field of the job object. |
|
367 | return a value to be held in the 'result' field of the job object. | |
368 | """ |
|
368 | """ | |
369 |
|
369 | |||
370 | # Class constants for status, in string and as numerical codes (when |
|
370 | # Class constants for status, in string and as numerical codes (when | |
371 | # updating jobs lists, we don't want to do string comparisons). This will |
|
371 | # updating jobs lists, we don't want to do string comparisons). This will | |
372 | # be done at every user prompt, so it has to be as fast as possible |
|
372 | # be done at every user prompt, so it has to be as fast as possible | |
373 | stat_created = 'Created'; stat_created_c = 0 |
|
373 | stat_created = 'Created'; stat_created_c = 0 | |
374 | stat_running = 'Running'; stat_running_c = 1 |
|
374 | stat_running = 'Running'; stat_running_c = 1 | |
375 | stat_completed = 'Completed'; stat_completed_c = 2 |
|
375 | stat_completed = 'Completed'; stat_completed_c = 2 | |
376 | stat_dead = 'Dead (Exception), call jobs.traceback() for details' |
|
376 | stat_dead = 'Dead (Exception), call jobs.traceback() for details' | |
377 | stat_dead_c = -1 |
|
377 | stat_dead_c = -1 | |
378 |
|
378 | |||
379 | def __init__(self): |
|
379 | def __init__(self): | |
380 | """Must be implemented in subclasses. |
|
380 | """Must be implemented in subclasses. | |
381 |
|
381 | |||
382 | Subclasses must call :meth:`_init` for standard initialisation. |
|
382 | Subclasses must call :meth:`_init` for standard initialisation. | |
383 | """ |
|
383 | """ | |
384 | raise NotImplementedError("This class can not be instantiated directly.") |
|
384 | raise NotImplementedError("This class can not be instantiated directly.") | |
385 |
|
385 | |||
386 | def _init(self): |
|
386 | def _init(self): | |
387 | """Common initialization for all BackgroundJob objects""" |
|
387 | """Common initialization for all BackgroundJob objects""" | |
388 |
|
388 | |||
389 | for attr in ['call','strform']: |
|
389 | for attr in ['call','strform']: | |
390 | assert hasattr(self,attr), "Missing attribute <%s>" % attr |
|
390 | assert hasattr(self,attr), "Missing attribute <%s>" % attr | |
391 |
|
391 | |||
392 | # The num tag can be set by an external job manager |
|
392 | # The num tag can be set by an external job manager | |
393 | self.num = None |
|
393 | self.num = None | |
394 |
|
394 | |||
395 | self.status = BackgroundJobBase.stat_created |
|
395 | self.status = BackgroundJobBase.stat_created | |
396 | self.stat_code = BackgroundJobBase.stat_created_c |
|
396 | self.stat_code = BackgroundJobBase.stat_created_c | |
397 | self.finished = False |
|
397 | self.finished = False | |
398 | self.result = '<BackgroundJob has not completed>' |
|
398 | self.result = '<BackgroundJob has not completed>' | |
399 |
|
399 | |||
400 | # reuse the ipython traceback handler if we can get to it, otherwise |
|
400 | # reuse the ipython traceback handler if we can get to it, otherwise | |
401 | # make a new one |
|
401 | # make a new one | |
402 | try: |
|
402 | try: | |
403 | make_tb = get_ipython().InteractiveTB.text |
|
403 | make_tb = get_ipython().InteractiveTB.text | |
404 | except: |
|
404 | except: | |
405 | make_tb = AutoFormattedTB(mode = 'Context', |
|
405 | make_tb = AutoFormattedTB(mode = 'Context', | |
406 | color_scheme='NoColor', |
|
406 | color_scheme='NoColor', | |
407 | tb_offset = 1).text |
|
407 | tb_offset = 1).text | |
408 | # Note that the actual API for text() requires the three args to be |
|
408 | # Note that the actual API for text() requires the three args to be | |
409 | # passed in, so we wrap it in a simple lambda. |
|
409 | # passed in, so we wrap it in a simple lambda. | |
410 | self._make_tb = lambda : make_tb(None, None, None) |
|
410 | self._make_tb = lambda : make_tb(None, None, None) | |
411 |
|
411 | |||
412 | # Hold a formatted traceback if one is generated. |
|
412 | # Hold a formatted traceback if one is generated. | |
413 | self._tb = None |
|
413 | self._tb = None | |
414 |
|
414 | |||
415 | threading.Thread.__init__(self) |
|
415 | threading.Thread.__init__(self) | |
416 |
|
416 | |||
417 | def __str__(self): |
|
417 | def __str__(self): | |
418 | return self.strform |
|
418 | return self.strform | |
419 |
|
419 | |||
420 | def __repr__(self): |
|
420 | def __repr__(self): | |
421 | return '<BackgroundJob #%d: %s>' % (self.num, self.strform) |
|
421 | return '<BackgroundJob #%d: %s>' % (self.num, self.strform) | |
422 |
|
422 | |||
423 | def traceback(self): |
|
423 | def traceback(self): | |
424 | print(self._tb) |
|
424 | print(self._tb) | |
425 |
|
425 | |||
426 | def run(self): |
|
426 | def run(self): | |
427 | try: |
|
427 | try: | |
428 | self.status = BackgroundJobBase.stat_running |
|
428 | self.status = BackgroundJobBase.stat_running | |
429 | self.stat_code = BackgroundJobBase.stat_running_c |
|
429 | self.stat_code = BackgroundJobBase.stat_running_c | |
430 | self.result = self.call() |
|
430 | self.result = self.call() | |
431 | except: |
|
431 | except: | |
432 | self.status = BackgroundJobBase.stat_dead |
|
432 | self.status = BackgroundJobBase.stat_dead | |
433 | self.stat_code = BackgroundJobBase.stat_dead_c |
|
433 | self.stat_code = BackgroundJobBase.stat_dead_c | |
434 | self.finished = None |
|
434 | self.finished = None | |
435 | self.result = ('<BackgroundJob died, call jobs.traceback() for details>') |
|
435 | self.result = ('<BackgroundJob died, call jobs.traceback() for details>') | |
436 | self._tb = self._make_tb() |
|
436 | self._tb = self._make_tb() | |
437 | else: |
|
437 | else: | |
438 | self.status = BackgroundJobBase.stat_completed |
|
438 | self.status = BackgroundJobBase.stat_completed | |
439 | self.stat_code = BackgroundJobBase.stat_completed_c |
|
439 | self.stat_code = BackgroundJobBase.stat_completed_c | |
440 | self.finished = True |
|
440 | self.finished = True | |
441 |
|
441 | |||
442 |
|
442 | |||
443 | class BackgroundJobExpr(BackgroundJobBase): |
|
443 | class BackgroundJobExpr(BackgroundJobBase): | |
444 | """Evaluate an expression as a background job (uses a separate thread).""" |
|
444 | """Evaluate an expression as a background job (uses a separate thread).""" | |
445 |
|
445 | |||
446 | def __init__(self, expression, glob=None, loc=None): |
|
446 | def __init__(self, expression, glob=None, loc=None): | |
447 | """Create a new job from a string which can be fed to eval(). |
|
447 | """Create a new job from a string which can be fed to eval(). | |
448 |
|
448 | |||
449 | global/locals dicts can be provided, which will be passed to the eval |
|
449 | global/locals dicts can be provided, which will be passed to the eval | |
450 | call.""" |
|
450 | call.""" | |
451 |
|
451 | |||
452 | # fail immediately if the given expression can't be compiled |
|
452 | # fail immediately if the given expression can't be compiled | |
453 | self.code = compile(expression,'<BackgroundJob compilation>','eval') |
|
453 | self.code = compile(expression,'<BackgroundJob compilation>','eval') | |
454 |
|
454 | |||
455 | glob = {} if glob is None else glob |
|
455 | glob = {} if glob is None else glob | |
456 | loc = {} if loc is None else loc |
|
456 | loc = {} if loc is None else loc | |
457 | self.expression = self.strform = expression |
|
457 | self.expression = self.strform = expression | |
458 | self.glob = glob |
|
458 | self.glob = glob | |
459 | self.loc = loc |
|
459 | self.loc = loc | |
460 | self._init() |
|
460 | self._init() | |
461 |
|
461 | |||
462 | def call(self): |
|
462 | def call(self): | |
463 | return eval(self.code,self.glob,self.loc) |
|
463 | return eval(self.code,self.glob,self.loc) | |
464 |
|
464 | |||
465 |
|
465 | |||
466 | class BackgroundJobFunc(BackgroundJobBase): |
|
466 | class BackgroundJobFunc(BackgroundJobBase): | |
467 | """Run a function call as a background job (uses a separate thread).""" |
|
467 | """Run a function call as a background job (uses a separate thread).""" | |
468 |
|
468 | |||
469 | def __init__(self, func, *args, **kwargs): |
|
469 | def __init__(self, func, *args, **kwargs): | |
470 | """Create a new job from a callable object. |
|
470 | """Create a new job from a callable object. | |
471 |
|
471 | |||
472 | Any positional arguments and keyword args given to this constructor |
|
472 | Any positional arguments and keyword args given to this constructor | |
473 | after the initial callable are passed directly to it.""" |
|
473 | after the initial callable are passed directly to it.""" | |
474 |
|
474 | |||
475 | if not callable(func): |
|
475 | if not callable(func): | |
476 | raise TypeError( |
|
476 | raise TypeError( | |
477 | 'first argument to BackgroundJobFunc must be callable') |
|
477 | 'first argument to BackgroundJobFunc must be callable') | |
478 |
|
478 | |||
479 | self.func = func |
|
479 | self.func = func | |
480 | self.args = args |
|
480 | self.args = args | |
481 | self.kwargs = kwargs |
|
481 | self.kwargs = kwargs | |
482 | # The string form will only include the function passed, because |
|
482 | # The string form will only include the function passed, because | |
483 | # generating string representations of the arguments is a potentially |
|
483 | # generating string representations of the arguments is a potentially | |
484 | # _very_ expensive operation (e.g. with large arrays). |
|
484 | # _very_ expensive operation (e.g. with large arrays). | |
485 | self.strform = str(func) |
|
485 | self.strform = str(func) | |
486 | self._init() |
|
486 | self._init() | |
487 |
|
487 | |||
488 | def call(self): |
|
488 | def call(self): | |
489 | return self.func(*self.args, **self.kwargs) |
|
489 | return self.func(*self.args, **self.kwargs) |
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