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1 | """IPython extension to reload modules before executing user code. |
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1 | """IPython extension to reload modules before executing user code. | |
2 |
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2 | |||
3 | ``autoreload`` reloads modules automatically before entering the execution of |
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3 | ``autoreload`` reloads modules automatically before entering the execution of | |
4 | code typed at the IPython prompt. |
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4 | code typed at the IPython prompt. | |
5 |
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5 | |||
6 | This makes for example the following workflow possible: |
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6 | This makes for example the following workflow possible: | |
7 |
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7 | |||
8 | .. sourcecode:: ipython |
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8 | .. sourcecode:: ipython | |
9 |
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9 | |||
10 | In [1]: %load_ext autoreload |
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10 | In [1]: %load_ext autoreload | |
11 |
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11 | |||
12 | In [2]: %autoreload 2 |
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12 | In [2]: %autoreload 2 | |
13 |
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13 | |||
14 | In [3]: from foo import some_function |
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14 | In [3]: from foo import some_function | |
15 |
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15 | |||
16 | In [4]: some_function() |
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16 | In [4]: some_function() | |
17 | Out[4]: 42 |
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17 | Out[4]: 42 | |
18 |
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18 | |||
19 | In [5]: # open foo.py in an editor and change some_function to return 43 |
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19 | In [5]: # open foo.py in an editor and change some_function to return 43 | |
20 |
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20 | |||
21 | In [6]: some_function() |
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21 | In [6]: some_function() | |
22 | Out[6]: 43 |
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22 | Out[6]: 43 | |
23 |
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23 | |||
24 | The module was reloaded without reloading it explicitly, and the object |
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24 | The module was reloaded without reloading it explicitly, and the object | |
25 | imported with ``from foo import ...`` was also updated. |
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25 | imported with ``from foo import ...`` was also updated. | |
26 |
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26 | |||
27 | Usage |
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27 | Usage | |
28 | ===== |
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28 | ===== | |
29 |
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29 | |||
30 | The following magic commands are provided: |
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30 | The following magic commands are provided: | |
31 |
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31 | |||
32 | ``%autoreload`` |
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32 | ``%autoreload`` | |
33 |
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33 | |||
34 | Reload all modules (except those excluded by ``%aimport``) |
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34 | Reload all modules (except those excluded by ``%aimport``) | |
35 | automatically now. |
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35 | automatically now. | |
36 |
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36 | |||
37 | ``%autoreload 0`` |
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37 | ``%autoreload 0`` | |
38 |
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38 | |||
39 | Disable automatic reloading. |
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39 | Disable automatic reloading. | |
40 |
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40 | |||
41 | ``%autoreload 1`` |
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41 | ``%autoreload 1`` | |
42 |
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42 | |||
43 | Reload all modules imported with ``%aimport`` every time before |
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43 | Reload all modules imported with ``%aimport`` every time before | |
44 | executing the Python code typed. |
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44 | executing the Python code typed. | |
45 |
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45 | |||
46 | ``%autoreload 2`` |
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46 | ``%autoreload 2`` | |
47 |
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47 | |||
48 | Reload all modules (except those excluded by ``%aimport``) every |
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48 | Reload all modules (except those excluded by ``%aimport``) every | |
49 | time before executing the Python code typed. |
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49 | time before executing the Python code typed. | |
50 |
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50 | |||
51 | ``%aimport`` |
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51 | ``%aimport`` | |
52 |
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52 | |||
53 | List modules which are to be automatically imported or not to be imported. |
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53 | List modules which are to be automatically imported or not to be imported. | |
54 |
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54 | |||
55 | ``%aimport foo`` |
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55 | ``%aimport foo`` | |
56 |
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56 | |||
57 | Import module 'foo' and mark it to be autoreloaded for ``%autoreload 1`` |
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57 | Import module 'foo' and mark it to be autoreloaded for ``%autoreload 1`` | |
58 |
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58 | |||
59 | ``%aimport foo, bar`` |
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59 | ``%aimport foo, bar`` | |
60 |
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60 | |||
61 | Import modules 'foo', 'bar' and mark them to be autoreloaded for ``%autoreload 1`` |
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61 | Import modules 'foo', 'bar' and mark them to be autoreloaded for ``%autoreload 1`` | |
62 |
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62 | |||
63 | ``%aimport -foo`` |
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63 | ``%aimport -foo`` | |
64 |
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64 | |||
65 | Mark module 'foo' to not be autoreloaded. |
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65 | Mark module 'foo' to not be autoreloaded. | |
66 |
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66 | |||
67 | Caveats |
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67 | Caveats | |
68 | ======= |
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68 | ======= | |
69 |
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69 | |||
70 | Reloading Python modules in a reliable way is in general difficult, |
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70 | Reloading Python modules in a reliable way is in general difficult, | |
71 | and unexpected things may occur. ``%autoreload`` tries to work around |
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71 | and unexpected things may occur. ``%autoreload`` tries to work around | |
72 | common pitfalls by replacing function code objects and parts of |
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72 | common pitfalls by replacing function code objects and parts of | |
73 | classes previously in the module with new versions. This makes the |
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73 | classes previously in the module with new versions. This makes the | |
74 | following things to work: |
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74 | following things to work: | |
75 |
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75 | |||
76 | - Functions and classes imported via 'from xxx import foo' are upgraded |
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76 | - Functions and classes imported via 'from xxx import foo' are upgraded | |
77 | to new versions when 'xxx' is reloaded. |
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77 | to new versions when 'xxx' is reloaded. | |
78 |
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78 | |||
79 | - Methods and properties of classes are upgraded on reload, so that |
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79 | - Methods and properties of classes are upgraded on reload, so that | |
80 | calling 'c.foo()' on an object 'c' created before the reload causes |
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80 | calling 'c.foo()' on an object 'c' created before the reload causes | |
81 | the new code for 'foo' to be executed. |
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81 | the new code for 'foo' to be executed. | |
82 |
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82 | |||
83 | Some of the known remaining caveats are: |
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83 | Some of the known remaining caveats are: | |
84 |
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84 | |||
85 | - Replacing code objects does not always succeed: changing a @property |
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85 | - Replacing code objects does not always succeed: changing a @property | |
86 | in a class to an ordinary method or a method to a member variable |
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86 | in a class to an ordinary method or a method to a member variable | |
87 | can cause problems (but in old objects only). |
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87 | can cause problems (but in old objects only). | |
88 |
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88 | |||
89 | - Functions that are removed (eg. via monkey-patching) from a module |
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89 | - Functions that are removed (eg. via monkey-patching) from a module | |
90 | before it is reloaded are not upgraded. |
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90 | before it is reloaded are not upgraded. | |
91 |
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91 | |||
92 | - C extension modules cannot be reloaded, and so cannot be autoreloaded. |
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92 | - C extension modules cannot be reloaded, and so cannot be autoreloaded. | |
93 | """ |
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93 | """ | |
94 |
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94 | |||
95 | skip_doctest = True |
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95 | skip_doctest = True | |
96 |
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96 | |||
97 | #----------------------------------------------------------------------------- |
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97 | #----------------------------------------------------------------------------- | |
98 | # Copyright (C) 2000 Thomas Heller |
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98 | # Copyright (C) 2000 Thomas Heller | |
99 | # Copyright (C) 2008 Pauli Virtanen <pav@iki.fi> |
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99 | # Copyright (C) 2008 Pauli Virtanen <pav@iki.fi> | |
100 | # Copyright (C) 2012 The IPython Development Team |
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100 | # Copyright (C) 2012 The IPython Development Team | |
101 | # |
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101 | # | |
102 | # Distributed under the terms of the BSD License. The full license is in |
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102 | # Distributed under the terms of the BSD License. The full license is in | |
103 | # the file COPYING, distributed as part of this software. |
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103 | # the file COPYING, distributed as part of this software. | |
104 | #----------------------------------------------------------------------------- |
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104 | #----------------------------------------------------------------------------- | |
105 | # |
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105 | # | |
106 | # This IPython module is written by Pauli Virtanen, based on the autoreload |
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106 | # This IPython module is written by Pauli Virtanen, based on the autoreload | |
107 | # code by Thomas Heller. |
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107 | # code by Thomas Heller. | |
108 |
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108 | |||
109 | #----------------------------------------------------------------------------- |
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109 | #----------------------------------------------------------------------------- | |
110 | # Imports |
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110 | # Imports | |
111 | #----------------------------------------------------------------------------- |
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111 | #----------------------------------------------------------------------------- | |
112 |
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112 | |||
113 | import os |
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113 | import os | |
114 | import sys |
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114 | import sys | |
115 | import traceback |
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115 | import traceback | |
116 | import types |
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116 | import types | |
117 | import weakref |
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117 | import weakref | |
118 | import inspect |
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118 | import inspect | |
119 | from importlib import import_module |
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119 | from importlib import import_module | |
120 | from importlib.util import source_from_cache |
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120 | from importlib.util import source_from_cache | |
121 | from imp import reload |
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121 | from imp import reload | |
122 |
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122 | |||
123 | #------------------------------------------------------------------------------ |
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123 | #------------------------------------------------------------------------------ | |
124 | # Autoreload functionality |
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124 | # Autoreload functionality | |
125 | #------------------------------------------------------------------------------ |
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125 | #------------------------------------------------------------------------------ | |
126 |
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126 | |||
127 | class ModuleReloader(object): |
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127 | class ModuleReloader(object): | |
128 | enabled = False |
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128 | enabled = False | |
129 | """Whether this reloader is enabled""" |
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129 | """Whether this reloader is enabled""" | |
130 |
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130 | |||
131 | check_all = True |
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131 | check_all = True | |
132 | """Autoreload all modules, not just those listed in 'modules'""" |
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132 | """Autoreload all modules, not just those listed in 'modules'""" | |
133 |
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133 | |||
134 | def __init__(self): |
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134 | def __init__(self): | |
135 | # Modules that failed to reload: {module: mtime-on-failed-reload, ...} |
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135 | # Modules that failed to reload: {module: mtime-on-failed-reload, ...} | |
136 | self.failed = {} |
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136 | self.failed = {} | |
137 | # Modules specially marked as autoreloadable. |
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137 | # Modules specially marked as autoreloadable. | |
138 | self.modules = {} |
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138 | self.modules = {} | |
139 | # Modules specially marked as not autoreloadable. |
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139 | # Modules specially marked as not autoreloadable. | |
140 | self.skip_modules = {} |
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140 | self.skip_modules = {} | |
141 | # (module-name, name) -> weakref, for replacing old code objects |
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141 | # (module-name, name) -> weakref, for replacing old code objects | |
142 | self.old_objects = {} |
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142 | self.old_objects = {} | |
143 | # Module modification timestamps |
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143 | # Module modification timestamps | |
144 | self.modules_mtimes = {} |
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144 | self.modules_mtimes = {} | |
145 |
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145 | |||
146 | # Cache module modification times |
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146 | # Cache module modification times | |
147 | self.check(check_all=True, do_reload=False) |
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147 | self.check(check_all=True, do_reload=False) | |
148 |
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148 | |||
149 | def mark_module_skipped(self, module_name): |
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149 | def mark_module_skipped(self, module_name): | |
150 | """Skip reloading the named module in the future""" |
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150 | """Skip reloading the named module in the future""" | |
151 | try: |
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151 | try: | |
152 | del self.modules[module_name] |
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152 | del self.modules[module_name] | |
153 | except KeyError: |
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153 | except KeyError: | |
154 | pass |
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154 | pass | |
155 | self.skip_modules[module_name] = True |
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155 | self.skip_modules[module_name] = True | |
156 |
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156 | |||
157 | def mark_module_reloadable(self, module_name): |
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157 | def mark_module_reloadable(self, module_name): | |
158 | """Reload the named module in the future (if it is imported)""" |
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158 | """Reload the named module in the future (if it is imported)""" | |
159 | try: |
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159 | try: | |
160 | del self.skip_modules[module_name] |
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160 | del self.skip_modules[module_name] | |
161 | except KeyError: |
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161 | except KeyError: | |
162 | pass |
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162 | pass | |
163 | self.modules[module_name] = True |
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163 | self.modules[module_name] = True | |
164 |
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164 | |||
165 | def aimport_module(self, module_name): |
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165 | def aimport_module(self, module_name): | |
166 | """Import a module, and mark it reloadable |
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166 | """Import a module, and mark it reloadable | |
167 |
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167 | |||
168 | Returns |
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168 | Returns | |
169 | ------- |
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169 | ------- | |
170 | top_module : module |
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170 | top_module : module | |
171 | The imported module if it is top-level, or the top-level |
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171 | The imported module if it is top-level, or the top-level | |
172 | top_name : module |
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172 | top_name : module | |
173 | Name of top_module |
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173 | Name of top_module | |
174 |
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174 | |||
175 | """ |
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175 | """ | |
176 | self.mark_module_reloadable(module_name) |
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176 | self.mark_module_reloadable(module_name) | |
177 |
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177 | |||
178 | import_module(module_name) |
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178 | import_module(module_name) | |
179 | top_name = module_name.split('.')[0] |
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179 | top_name = module_name.split('.')[0] | |
180 | top_module = sys.modules[top_name] |
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180 | top_module = sys.modules[top_name] | |
181 | return top_module, top_name |
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181 | return top_module, top_name | |
182 |
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182 | |||
183 | def filename_and_mtime(self, module): |
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183 | def filename_and_mtime(self, module): | |
184 | if not hasattr(module, '__file__') or module.__file__ is None: |
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184 | if not hasattr(module, '__file__') or module.__file__ is None: | |
185 | return None, None |
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185 | return None, None | |
186 |
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186 | |||
187 | if getattr(module, '__name__', None) in [None, '__mp_main__', '__main__']: |
|
187 | if getattr(module, '__name__', None) in [None, '__mp_main__', '__main__']: | |
188 | # we cannot reload(__main__) or reload(__mp_main__) |
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188 | # we cannot reload(__main__) or reload(__mp_main__) | |
189 | return None, None |
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189 | return None, None | |
190 |
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190 | |||
191 | filename = module.__file__ |
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191 | filename = module.__file__ | |
192 | path, ext = os.path.splitext(filename) |
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192 | path, ext = os.path.splitext(filename) | |
193 |
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193 | |||
194 | if ext.lower() == '.py': |
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194 | if ext.lower() == '.py': | |
195 | py_filename = filename |
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195 | py_filename = filename | |
196 | else: |
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196 | else: | |
197 | try: |
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197 | try: | |
198 | py_filename = source_from_cache(filename) |
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198 | py_filename = source_from_cache(filename) | |
199 | except ValueError: |
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199 | except ValueError: | |
200 | return None, None |
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200 | return None, None | |
201 |
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201 | |||
202 | try: |
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202 | try: | |
203 | pymtime = os.stat(py_filename).st_mtime |
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203 | pymtime = os.stat(py_filename).st_mtime | |
204 | except OSError: |
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204 | except OSError: | |
205 | return None, None |
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205 | return None, None | |
206 |
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206 | |||
207 | return py_filename, pymtime |
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207 | return py_filename, pymtime | |
208 |
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208 | |||
209 | def check(self, check_all=False, do_reload=True): |
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209 | def check(self, check_all=False, do_reload=True): | |
210 | """Check whether some modules need to be reloaded.""" |
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210 | """Check whether some modules need to be reloaded.""" | |
211 |
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211 | |||
212 | if not self.enabled and not check_all: |
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212 | if not self.enabled and not check_all: | |
213 | return |
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213 | return | |
214 |
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214 | |||
215 | if check_all or self.check_all: |
|
215 | if check_all or self.check_all: | |
216 | modules = list(sys.modules.keys()) |
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216 | modules = list(sys.modules.keys()) | |
217 | else: |
|
217 | else: | |
218 | modules = list(self.modules.keys()) |
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218 | modules = list(self.modules.keys()) | |
219 |
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219 | |||
220 | for modname in modules: |
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220 | for modname in modules: | |
221 | m = sys.modules.get(modname, None) |
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221 | m = sys.modules.get(modname, None) | |
222 |
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222 | |||
223 | if modname in self.skip_modules: |
|
223 | if modname in self.skip_modules: | |
224 | continue |
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224 | continue | |
225 |
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225 | |||
226 | py_filename, pymtime = self.filename_and_mtime(m) |
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226 | py_filename, pymtime = self.filename_and_mtime(m) | |
227 | if py_filename is None: |
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227 | if py_filename is None: | |
228 | continue |
|
228 | continue | |
229 |
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229 | |||
230 | try: |
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230 | try: | |
231 | if pymtime <= self.modules_mtimes[modname]: |
|
231 | if pymtime <= self.modules_mtimes[modname]: | |
232 | continue |
|
232 | continue | |
233 | except KeyError: |
|
233 | except KeyError: | |
234 | self.modules_mtimes[modname] = pymtime |
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234 | self.modules_mtimes[modname] = pymtime | |
235 | continue |
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235 | continue | |
236 | else: |
|
236 | else: | |
237 | if self.failed.get(py_filename, None) == pymtime: |
|
237 | if self.failed.get(py_filename, None) == pymtime: | |
238 | continue |
|
238 | continue | |
239 |
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239 | |||
240 | self.modules_mtimes[modname] = pymtime |
|
240 | self.modules_mtimes[modname] = pymtime | |
241 |
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241 | |||
242 | # If we've reached this point, we should try to reload the module |
|
242 | # If we've reached this point, we should try to reload the module | |
243 | if do_reload: |
|
243 | if do_reload: | |
244 | try: |
|
244 | try: | |
245 | superreload(m, reload, self.old_objects) |
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245 | superreload(m, reload, self.old_objects) | |
246 | if py_filename in self.failed: |
|
246 | if py_filename in self.failed: | |
247 | del self.failed[py_filename] |
|
247 | del self.failed[py_filename] | |
248 | except: |
|
248 | except: | |
249 | print("[autoreload of %s failed: %s]" % ( |
|
249 | print("[autoreload of %s failed: %s]" % ( | |
250 | modname, traceback.format_exc(10)), file=sys.stderr) |
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250 | modname, traceback.format_exc(10)), file=sys.stderr) | |
251 | self.failed[py_filename] = pymtime |
|
251 | self.failed[py_filename] = pymtime | |
252 |
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252 | |||
253 | #------------------------------------------------------------------------------ |
|
253 | #------------------------------------------------------------------------------ | |
254 | # superreload |
|
254 | # superreload | |
255 | #------------------------------------------------------------------------------ |
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255 | #------------------------------------------------------------------------------ | |
256 |
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256 | |||
257 |
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257 | |||
258 | func_attrs = ['__code__', '__defaults__', '__doc__', |
|
258 | func_attrs = ['__code__', '__defaults__', '__doc__', | |
259 | '__closure__', '__globals__', '__dict__'] |
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259 | '__closure__', '__globals__', '__dict__'] | |
260 |
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260 | |||
261 |
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261 | |||
262 | def update_function(old, new): |
|
262 | def update_function(old, new): | |
263 | """Upgrade the code object of a function""" |
|
263 | """Upgrade the code object of a function""" | |
264 | for name in func_attrs: |
|
264 | for name in func_attrs: | |
265 | try: |
|
265 | try: | |
266 | setattr(old, name, getattr(new, name)) |
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266 | setattr(old, name, getattr(new, name)) | |
267 | except (AttributeError, TypeError): |
|
267 | except (AttributeError, TypeError): | |
268 | pass |
|
268 | pass | |
269 |
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269 | |||
270 |
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270 | |||
271 | def _find_instances(old_type): |
|
271 | def update_instances(old, new, objects=None, visited={}): | |
272 | """Try to find all instances of a class that need updating. |
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273 |
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||||
274 | Classic graph exploration, we want to avoid re-visiting object multiple times. |
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275 | """ |
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276 | # find ipython workspace stack frame, this is just to bootstrap where we |
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277 | # find the object that need updating. |
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278 | frame = next(frame_nfo.frame for frame_nfo in inspect.stack() |
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279 | if 'trigger' in frame_nfo.function) |
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280 | # build generator for non-private variable values from workspace |
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281 | shell = frame.f_locals['self'].shell |
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282 | user_ns = shell.user_ns |
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283 | user_ns_hidden = shell.user_ns_hidden |
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284 | nonmatching = object() |
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285 | objects = ( value for key, value in user_ns.items() |
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286 | if not key.startswith('_') |
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287 | and (value is not user_ns_hidden.get(key, nonmatching)) |
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288 | and not inspect.ismodule(value)) |
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289 |
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290 | # note: in the following we do use dict as object might not be hashable. |
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291 | # list of objects we found that will need an update. |
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292 | to_update = {} |
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293 |
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294 | # list of object we have not recursed into yet |
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295 | open_set = {} |
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296 |
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297 | # list of object we have visited already |
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298 | closed_set = {} |
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299 |
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300 | open_set.update({id(o):o for o in objects}) |
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301 |
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302 | it = 0 |
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303 | while len(open_set) > 0: |
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304 | it += 1 |
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305 | if it > 100_000: |
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306 | raise ValueError('infinite') |
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307 | (current_id,current) = next(iter(open_set.items())) |
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308 | if type(current) is old_type: |
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309 | to_update[current_id] = current |
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310 | if hasattr(current, '__dict__') and not (inspect.isfunction(current) |
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311 | or inspect.ismethod(current)): |
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312 | potential_new = {id(o):o for o in current.__dict__.values() if id(o) not in closed_set.keys()} |
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313 | open_set.update(potential_new) |
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314 | # if object is a container, search it |
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315 | if hasattr(current, 'items') or (hasattr(current, '__contains__') |
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316 | and not isinstance(current, str)): |
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317 | potential_new = (value for key, value in current.items() |
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|||
318 | if not str(key).startswith('_') |
|
|||
319 | and not inspect.ismodule(value) and not id(value) in closed_set.keys()) |
|
|||
320 | open_set.update(potential_new) |
|
|||
321 | del open_set[id(current)] |
|
|||
322 | closed_set[id(current)] = current |
|
|||
323 | return to_update.values() |
|
|||
324 |
|
||||
325 | def update_instances(old, new, objects=None): |
|
|||
326 | """Iterate through objects recursively, searching for instances of old and |
|
272 | """Iterate through objects recursively, searching for instances of old and | |
327 | replace their __class__ reference with new. If no objects are given, start |
|
273 | replace their __class__ reference with new. If no objects are given, start | |
328 | with the current ipython workspace. |
|
274 | with the current ipython workspace. | |
329 | """ |
|
275 | """ | |
330 |
if |
|
276 | if objects is None: | |
|
277 | # make sure visited is cleaned when not called recursively | |||
|
278 | visited = {} | |||
331 | # find ipython workspace stack frame |
|
279 | # find ipython workspace stack frame | |
332 | frame = next(frame_nfo.frame for frame_nfo in inspect.stack() |
|
280 | frame = next(frame_nfo.frame for frame_nfo in inspect.stack() | |
333 | if 'trigger' in frame_nfo.function) |
|
281 | if 'trigger' in frame_nfo.function) | |
334 | # build generator for non-private variable values from workspace |
|
282 | # build generator for non-private variable values from workspace | |
335 | shell = frame.f_locals['self'].shell |
|
283 | shell = frame.f_locals['self'].shell | |
336 | user_ns = shell.user_ns |
|
284 | user_ns = shell.user_ns | |
337 | user_ns_hidden = shell.user_ns_hidden |
|
285 | user_ns_hidden = shell.user_ns_hidden | |
338 | nonmatching = object() |
|
286 | nonmatching = object() | |
339 | objects = ( value for key, value in user_ns.items() |
|
287 | objects = ( value for key, value in user_ns.items() | |
340 | if not key.startswith('_') |
|
288 | if not key.startswith('_') | |
341 | and (value is not user_ns_hidden.get(key, nonmatching)) |
|
289 | and (value is not user_ns_hidden.get(key, nonmatching)) | |
342 | and not inspect.ismodule(value)) |
|
290 | and not inspect.ismodule(value)) | |
343 |
|
291 | |||
344 | # use dict values if objects is a dict but don't touch private variables |
|
292 | # use dict values if objects is a dict but don't touch private variables | |
345 | if hasattr(objects, 'items'): |
|
293 | if hasattr(objects, 'items'): | |
346 | objects = (value for key, value in objects.items() |
|
294 | objects = (value for key, value in objects.items() | |
347 | if not str(key).startswith('_') |
|
295 | if not str(key).startswith('_') | |
348 | and not inspect.ismodule(value) ) |
|
296 | and not inspect.ismodule(value) ) | |
349 |
|
297 | |||
350 | # try if objects is iterable |
|
298 | # try if objects is iterable | |
351 | try: |
|
299 | try: | |
352 | for obj in objects: |
|
300 | for obj in (obj for obj in objects if id(obj) not in visited): | |
|
301 | # add current object to visited to avoid revisiting | |||
|
302 | visited.update({id(obj):obj}) | |||
353 |
|
303 | |||
354 | # update, if object is instance of old_class (but no subclasses) |
|
304 | # update, if object is instance of old_class (but no subclasses) | |
355 | if type(obj) is old: |
|
305 | if type(obj) is old: | |
356 | obj.__class__ = new |
|
306 | obj.__class__ = new | |
357 |
|
307 | |||
358 |
|
308 | |||
359 | # if object is instance of other class, look for nested instances |
|
309 | # if object is instance of other class, look for nested instances | |
360 | if hasattr(obj, '__dict__') and not (inspect.isfunction(obj) |
|
310 | if hasattr(obj, '__dict__') and not (inspect.isfunction(obj) | |
361 | or inspect.ismethod(obj)): |
|
311 | or inspect.ismethod(obj)): | |
362 | update_instances(old, new, obj.__dict__) |
|
312 | update_instances(old, new, obj.__dict__, visited) | |
363 |
|
313 | |||
364 | # if object is a container, search it |
|
314 | # if object is a container, search it | |
365 | if hasattr(obj, 'items') or (hasattr(obj, '__contains__') |
|
315 | if hasattr(obj, 'items') or (hasattr(obj, '__contains__') | |
366 | and not isinstance(obj, str)): |
|
316 | and not isinstance(obj, str)): | |
367 | update_instances(old, new, obj) |
|
317 | update_instances(old, new, obj, visited) | |
368 |
|
318 | |||
369 | except TypeError: |
|
319 | except TypeError: | |
370 | pass |
|
320 | pass | |
371 |
|
321 | |||
372 |
|
322 | |||
373 | def update_class(old, new): |
|
323 | def update_class(old, new): | |
374 | """Replace stuff in the __dict__ of a class, and upgrade |
|
324 | """Replace stuff in the __dict__ of a class, and upgrade | |
375 | method code objects, and add new methods, if any""" |
|
325 | method code objects, and add new methods, if any""" | |
376 | print('old is', old) |
|
326 | print('old is', id(old)) | |
377 | for key in list(old.__dict__.keys()): |
|
327 | for key in list(old.__dict__.keys()): | |
378 | old_obj = getattr(old, key) |
|
328 | old_obj = getattr(old, key) | |
379 | try: |
|
329 | try: | |
380 | new_obj = getattr(new, key) |
|
330 | new_obj = getattr(new, key) | |
381 | # explicitly checking that comparison returns True to handle |
|
331 | # explicitly checking that comparison returns True to handle | |
382 | # cases where `==` doesn't return a boolean. |
|
332 | # cases where `==` doesn't return a boolean. | |
383 | if (old_obj == new_obj) is True: |
|
333 | if (old_obj == new_obj) is True: | |
384 | continue |
|
334 | continue | |
385 | except AttributeError: |
|
335 | except AttributeError: | |
386 | # obsolete attribute: remove it |
|
336 | # obsolete attribute: remove it | |
387 | try: |
|
337 | try: | |
388 | delattr(old, key) |
|
338 | delattr(old, key) | |
389 | except (AttributeError, TypeError): |
|
339 | except (AttributeError, TypeError): | |
390 | pass |
|
340 | pass | |
391 | continue |
|
341 | continue | |
392 |
|
342 | |||
393 | if update_generic(old_obj, new_obj): continue |
|
343 | if update_generic(old_obj, new_obj): continue | |
394 |
|
344 | |||
395 | try: |
|
345 | try: | |
396 | setattr(old, key, getattr(new, key)) |
|
346 | setattr(old, key, getattr(new, key)) | |
397 | except (AttributeError, TypeError): |
|
347 | except (AttributeError, TypeError): | |
398 | pass # skip non-writable attributes |
|
348 | pass # skip non-writable attributes | |
399 |
|
349 | |||
400 | for key in list(new.__dict__.keys()): |
|
350 | for key in list(new.__dict__.keys()): | |
401 | if key not in list(old.__dict__.keys()): |
|
351 | if key not in list(old.__dict__.keys()): | |
402 | try: |
|
352 | try: | |
403 | setattr(old, key, getattr(new, key)) |
|
353 | setattr(old, key, getattr(new, key)) | |
404 | except (AttributeError, TypeError): |
|
354 | except (AttributeError, TypeError): | |
405 | pass # skip non-writable attributes |
|
355 | pass # skip non-writable attributes | |
406 |
|
356 | |||
407 | # update all instances of class |
|
357 | # update all instances of class | |
408 | for instance in _find_instances(old): |
|
358 | update_instances(old, new) | |
409 | instance.__class__ = new |
|
|||
410 |
|
359 | |||
411 |
|
360 | |||
412 | def update_property(old, new): |
|
361 | def update_property(old, new): | |
413 | """Replace get/set/del functions of a property""" |
|
362 | """Replace get/set/del functions of a property""" | |
414 | update_generic(old.fdel, new.fdel) |
|
363 | update_generic(old.fdel, new.fdel) | |
415 | update_generic(old.fget, new.fget) |
|
364 | update_generic(old.fget, new.fget) | |
416 | update_generic(old.fset, new.fset) |
|
365 | update_generic(old.fset, new.fset) | |
417 |
|
366 | |||
418 |
|
367 | |||
419 | def isinstance2(a, b, typ): |
|
368 | def isinstance2(a, b, typ): | |
420 | return isinstance(a, typ) and isinstance(b, typ) |
|
369 | return isinstance(a, typ) and isinstance(b, typ) | |
421 |
|
370 | |||
422 |
|
371 | |||
423 | UPDATE_RULES = [ |
|
372 | UPDATE_RULES = [ | |
424 | (lambda a, b: isinstance2(a, b, type), |
|
373 | (lambda a, b: isinstance2(a, b, type), | |
425 | update_class), |
|
374 | update_class), | |
426 | (lambda a, b: isinstance2(a, b, types.FunctionType), |
|
375 | (lambda a, b: isinstance2(a, b, types.FunctionType), | |
427 | update_function), |
|
376 | update_function), | |
428 | (lambda a, b: isinstance2(a, b, property), |
|
377 | (lambda a, b: isinstance2(a, b, property), | |
429 | update_property), |
|
378 | update_property), | |
430 | ] |
|
379 | ] | |
431 | UPDATE_RULES.extend([(lambda a, b: isinstance2(a, b, types.MethodType), |
|
380 | UPDATE_RULES.extend([(lambda a, b: isinstance2(a, b, types.MethodType), | |
432 | lambda a, b: update_function(a.__func__, b.__func__)), |
|
381 | lambda a, b: update_function(a.__func__, b.__func__)), | |
433 | ]) |
|
382 | ]) | |
434 |
|
383 | |||
435 |
|
384 | |||
436 | def update_generic(a, b): |
|
385 | def update_generic(a, b): | |
437 | for type_check, update in UPDATE_RULES: |
|
386 | for type_check, update in UPDATE_RULES: | |
438 | if type_check(a, b): |
|
387 | if type_check(a, b): | |
439 | update(a, b) |
|
388 | update(a, b) | |
440 | return True |
|
389 | return True | |
441 | return False |
|
390 | return False | |
442 |
|
391 | |||
443 |
|
392 | |||
444 | class StrongRef(object): |
|
393 | class StrongRef(object): | |
445 | def __init__(self, obj): |
|
394 | def __init__(self, obj): | |
446 | self.obj = obj |
|
395 | self.obj = obj | |
447 | def __call__(self): |
|
396 | def __call__(self): | |
448 | return self.obj |
|
397 | return self.obj | |
449 |
|
398 | |||
450 |
|
399 | |||
451 | def superreload(module, reload=reload, old_objects=None): |
|
400 | def superreload(module, reload=reload, old_objects=None): | |
452 | """Enhanced version of the builtin reload function. |
|
401 | """Enhanced version of the builtin reload function. | |
453 |
|
402 | |||
454 | superreload remembers objects previously in the module, and |
|
403 | superreload remembers objects previously in the module, and | |
455 |
|
404 | |||
456 | - upgrades the class dictionary of every old class in the module |
|
405 | - upgrades the class dictionary of every old class in the module | |
457 | - upgrades the code object of every old function and method |
|
406 | - upgrades the code object of every old function and method | |
458 | - clears the module's namespace before reloading |
|
407 | - clears the module's namespace before reloading | |
459 |
|
408 | |||
460 | """ |
|
409 | """ | |
461 | if old_objects is None: |
|
410 | if old_objects is None: | |
462 | old_objects = {} |
|
411 | old_objects = {} | |
463 |
|
412 | |||
464 | # collect old objects in the module |
|
413 | # collect old objects in the module | |
465 | for name, obj in list(module.__dict__.items()): |
|
414 | for name, obj in list(module.__dict__.items()): | |
466 | if not hasattr(obj, '__module__') or obj.__module__ != module.__name__: |
|
415 | if not hasattr(obj, '__module__') or obj.__module__ != module.__name__: | |
467 | continue |
|
416 | continue | |
468 | key = (module.__name__, name) |
|
417 | key = (module.__name__, name) | |
469 | try: |
|
418 | try: | |
470 | old_objects.setdefault(key, []).append(weakref.ref(obj)) |
|
419 | old_objects.setdefault(key, []).append(weakref.ref(obj)) | |
471 | except TypeError: |
|
420 | except TypeError: | |
472 | pass |
|
421 | pass | |
473 |
|
422 | |||
474 | # reload module |
|
423 | # reload module | |
475 | try: |
|
424 | try: | |
476 | # clear namespace first from old cruft |
|
425 | # clear namespace first from old cruft | |
477 | old_dict = module.__dict__.copy() |
|
426 | old_dict = module.__dict__.copy() | |
478 | old_name = module.__name__ |
|
427 | old_name = module.__name__ | |
479 | module.__dict__.clear() |
|
428 | module.__dict__.clear() | |
480 | module.__dict__['__name__'] = old_name |
|
429 | module.__dict__['__name__'] = old_name | |
481 | module.__dict__['__loader__'] = old_dict['__loader__'] |
|
430 | module.__dict__['__loader__'] = old_dict['__loader__'] | |
482 | except (TypeError, AttributeError, KeyError): |
|
431 | except (TypeError, AttributeError, KeyError): | |
483 | pass |
|
432 | pass | |
484 |
|
433 | |||
485 | try: |
|
434 | try: | |
486 | module = reload(module) |
|
435 | module = reload(module) | |
487 | except: |
|
436 | except: | |
488 | # restore module dictionary on failed reload |
|
437 | # restore module dictionary on failed reload | |
489 | module.__dict__.update(old_dict) |
|
438 | module.__dict__.update(old_dict) | |
490 | raise |
|
439 | raise | |
491 |
|
440 | |||
492 | # iterate over all objects and update functions & classes |
|
441 | # iterate over all objects and update functions & classes | |
493 | for name, new_obj in list(module.__dict__.items()): |
|
442 | for name, new_obj in list(module.__dict__.items()): | |
494 | key = (module.__name__, name) |
|
443 | key = (module.__name__, name) | |
495 | if key not in old_objects: continue |
|
444 | if key not in old_objects: continue | |
496 |
|
445 | |||
497 | new_refs = [] |
|
446 | new_refs = [] | |
498 | for old_ref in old_objects[key]: |
|
447 | for old_ref in old_objects[key]: | |
499 | old_obj = old_ref() |
|
448 | old_obj = old_ref() | |
500 | if old_obj is None: continue |
|
449 | if old_obj is None: continue | |
501 | new_refs.append(old_ref) |
|
450 | new_refs.append(old_ref) | |
502 | update_generic(old_obj, new_obj) |
|
451 | update_generic(old_obj, new_obj) | |
503 |
|
452 | |||
504 | if new_refs: |
|
453 | if new_refs: | |
505 | old_objects[key] = new_refs |
|
454 | old_objects[key] = new_refs | |
506 | else: |
|
455 | else: | |
507 | del old_objects[key] |
|
456 | del old_objects[key] | |
508 |
|
457 | |||
509 | return module |
|
458 | return module | |
510 |
|
459 | |||
511 | #------------------------------------------------------------------------------ |
|
460 | #------------------------------------------------------------------------------ | |
512 | # IPython connectivity |
|
461 | # IPython connectivity | |
513 | #------------------------------------------------------------------------------ |
|
462 | #------------------------------------------------------------------------------ | |
514 |
|
463 | |||
515 | from IPython.core.magic import Magics, magics_class, line_magic |
|
464 | from IPython.core.magic import Magics, magics_class, line_magic | |
516 |
|
465 | |||
517 | @magics_class |
|
466 | @magics_class | |
518 | class AutoreloadMagics(Magics): |
|
467 | class AutoreloadMagics(Magics): | |
519 | def __init__(self, *a, **kw): |
|
468 | def __init__(self, *a, **kw): | |
520 | super(AutoreloadMagics, self).__init__(*a, **kw) |
|
469 | super(AutoreloadMagics, self).__init__(*a, **kw) | |
521 | self._reloader = ModuleReloader() |
|
470 | self._reloader = ModuleReloader() | |
522 | self._reloader.check_all = False |
|
471 | self._reloader.check_all = False | |
523 | self.loaded_modules = set(sys.modules) |
|
472 | self.loaded_modules = set(sys.modules) | |
524 |
|
473 | |||
525 | @line_magic |
|
474 | @line_magic | |
526 | def autoreload(self, parameter_s=''): |
|
475 | def autoreload(self, parameter_s=''): | |
527 | r"""%autoreload => Reload modules automatically |
|
476 | r"""%autoreload => Reload modules automatically | |
528 |
|
477 | |||
529 | %autoreload |
|
478 | %autoreload | |
530 | Reload all modules (except those excluded by %aimport) automatically |
|
479 | Reload all modules (except those excluded by %aimport) automatically | |
531 | now. |
|
480 | now. | |
532 |
|
481 | |||
533 | %autoreload 0 |
|
482 | %autoreload 0 | |
534 | Disable automatic reloading. |
|
483 | Disable automatic reloading. | |
535 |
|
484 | |||
536 | %autoreload 1 |
|
485 | %autoreload 1 | |
537 | Reload all modules imported with %aimport every time before executing |
|
486 | Reload all modules imported with %aimport every time before executing | |
538 | the Python code typed. |
|
487 | the Python code typed. | |
539 |
|
488 | |||
540 | %autoreload 2 |
|
489 | %autoreload 2 | |
541 | Reload all modules (except those excluded by %aimport) every time |
|
490 | Reload all modules (except those excluded by %aimport) every time | |
542 | before executing the Python code typed. |
|
491 | before executing the Python code typed. | |
543 |
|
492 | |||
544 | Reloading Python modules in a reliable way is in general |
|
493 | Reloading Python modules in a reliable way is in general | |
545 | difficult, and unexpected things may occur. %autoreload tries to |
|
494 | difficult, and unexpected things may occur. %autoreload tries to | |
546 | work around common pitfalls by replacing function code objects and |
|
495 | work around common pitfalls by replacing function code objects and | |
547 | parts of classes previously in the module with new versions. This |
|
496 | parts of classes previously in the module with new versions. This | |
548 | makes the following things to work: |
|
497 | makes the following things to work: | |
549 |
|
498 | |||
550 | - Functions and classes imported via 'from xxx import foo' are upgraded |
|
499 | - Functions and classes imported via 'from xxx import foo' are upgraded | |
551 | to new versions when 'xxx' is reloaded. |
|
500 | to new versions when 'xxx' is reloaded. | |
552 |
|
501 | |||
553 | - Methods and properties of classes are upgraded on reload, so that |
|
502 | - Methods and properties of classes are upgraded on reload, so that | |
554 | calling 'c.foo()' on an object 'c' created before the reload causes |
|
503 | calling 'c.foo()' on an object 'c' created before the reload causes | |
555 | the new code for 'foo' to be executed. |
|
504 | the new code for 'foo' to be executed. | |
556 |
|
505 | |||
557 | Some of the known remaining caveats are: |
|
506 | Some of the known remaining caveats are: | |
558 |
|
507 | |||
559 | - Replacing code objects does not always succeed: changing a @property |
|
508 | - Replacing code objects does not always succeed: changing a @property | |
560 | in a class to an ordinary method or a method to a member variable |
|
509 | in a class to an ordinary method or a method to a member variable | |
561 | can cause problems (but in old objects only). |
|
510 | can cause problems (but in old objects only). | |
562 |
|
511 | |||
563 | - Functions that are removed (eg. via monkey-patching) from a module |
|
512 | - Functions that are removed (eg. via monkey-patching) from a module | |
564 | before it is reloaded are not upgraded. |
|
513 | before it is reloaded are not upgraded. | |
565 |
|
514 | |||
566 | - C extension modules cannot be reloaded, and so cannot be |
|
515 | - C extension modules cannot be reloaded, and so cannot be | |
567 | autoreloaded. |
|
516 | autoreloaded. | |
568 |
|
517 | |||
569 | """ |
|
518 | """ | |
570 | if parameter_s == '': |
|
519 | if parameter_s == '': | |
571 | self._reloader.check(True) |
|
520 | self._reloader.check(True) | |
572 | elif parameter_s == '0': |
|
521 | elif parameter_s == '0': | |
573 | self._reloader.enabled = False |
|
522 | self._reloader.enabled = False | |
574 | elif parameter_s == '1': |
|
523 | elif parameter_s == '1': | |
575 | self._reloader.check_all = False |
|
524 | self._reloader.check_all = False | |
576 | self._reloader.enabled = True |
|
525 | self._reloader.enabled = True | |
577 | elif parameter_s == '2': |
|
526 | elif parameter_s == '2': | |
578 | self._reloader.check_all = True |
|
527 | self._reloader.check_all = True | |
579 | self._reloader.enabled = True |
|
528 | self._reloader.enabled = True | |
580 |
|
529 | |||
581 | @line_magic |
|
530 | @line_magic | |
582 | def aimport(self, parameter_s='', stream=None): |
|
531 | def aimport(self, parameter_s='', stream=None): | |
583 | """%aimport => Import modules for automatic reloading. |
|
532 | """%aimport => Import modules for automatic reloading. | |
584 |
|
533 | |||
585 | %aimport |
|
534 | %aimport | |
586 | List modules to automatically import and not to import. |
|
535 | List modules to automatically import and not to import. | |
587 |
|
536 | |||
588 | %aimport foo |
|
537 | %aimport foo | |
589 | Import module 'foo' and mark it to be autoreloaded for %autoreload 1 |
|
538 | Import module 'foo' and mark it to be autoreloaded for %autoreload 1 | |
590 |
|
539 | |||
591 | %aimport foo, bar |
|
540 | %aimport foo, bar | |
592 | Import modules 'foo', 'bar' and mark them to be autoreloaded for %autoreload 1 |
|
541 | Import modules 'foo', 'bar' and mark them to be autoreloaded for %autoreload 1 | |
593 |
|
542 | |||
594 | %aimport -foo |
|
543 | %aimport -foo | |
595 | Mark module 'foo' to not be autoreloaded for %autoreload 1 |
|
544 | Mark module 'foo' to not be autoreloaded for %autoreload 1 | |
596 | """ |
|
545 | """ | |
597 | modname = parameter_s |
|
546 | modname = parameter_s | |
598 | if not modname: |
|
547 | if not modname: | |
599 | to_reload = sorted(self._reloader.modules.keys()) |
|
548 | to_reload = sorted(self._reloader.modules.keys()) | |
600 | to_skip = sorted(self._reloader.skip_modules.keys()) |
|
549 | to_skip = sorted(self._reloader.skip_modules.keys()) | |
601 | if stream is None: |
|
550 | if stream is None: | |
602 | stream = sys.stdout |
|
551 | stream = sys.stdout | |
603 | if self._reloader.check_all: |
|
552 | if self._reloader.check_all: | |
604 | stream.write("Modules to reload:\nall-except-skipped\n") |
|
553 | stream.write("Modules to reload:\nall-except-skipped\n") | |
605 | else: |
|
554 | else: | |
606 | stream.write("Modules to reload:\n%s\n" % ' '.join(to_reload)) |
|
555 | stream.write("Modules to reload:\n%s\n" % ' '.join(to_reload)) | |
607 | stream.write("\nModules to skip:\n%s\n" % ' '.join(to_skip)) |
|
556 | stream.write("\nModules to skip:\n%s\n" % ' '.join(to_skip)) | |
608 | elif modname.startswith('-'): |
|
557 | elif modname.startswith('-'): | |
609 | modname = modname[1:] |
|
558 | modname = modname[1:] | |
610 | self._reloader.mark_module_skipped(modname) |
|
559 | self._reloader.mark_module_skipped(modname) | |
611 | else: |
|
560 | else: | |
612 | for _module in ([_.strip() for _ in modname.split(',')]): |
|
561 | for _module in ([_.strip() for _ in modname.split(',')]): | |
613 | top_module, top_name = self._reloader.aimport_module(_module) |
|
562 | top_module, top_name = self._reloader.aimport_module(_module) | |
614 |
|
563 | |||
615 | # Inject module to user namespace |
|
564 | # Inject module to user namespace | |
616 | self.shell.push({top_name: top_module}) |
|
565 | self.shell.push({top_name: top_module}) | |
617 |
|
566 | |||
618 | def pre_run_cell(self): |
|
567 | def pre_run_cell(self): | |
619 | if self._reloader.enabled: |
|
568 | if self._reloader.enabled: | |
620 | try: |
|
569 | try: | |
621 | self._reloader.check() |
|
570 | self._reloader.check() | |
622 | except: |
|
571 | except: | |
623 | pass |
|
572 | pass | |
624 |
|
573 | |||
625 | def post_execute_hook(self): |
|
574 | def post_execute_hook(self): | |
626 | """Cache the modification times of any modules imported in this execution |
|
575 | """Cache the modification times of any modules imported in this execution | |
627 | """ |
|
576 | """ | |
628 | newly_loaded_modules = set(sys.modules) - self.loaded_modules |
|
577 | newly_loaded_modules = set(sys.modules) - self.loaded_modules | |
629 | for modname in newly_loaded_modules: |
|
578 | for modname in newly_loaded_modules: | |
630 | _, pymtime = self._reloader.filename_and_mtime(sys.modules[modname]) |
|
579 | _, pymtime = self._reloader.filename_and_mtime(sys.modules[modname]) | |
631 | if pymtime is not None: |
|
580 | if pymtime is not None: | |
632 | self._reloader.modules_mtimes[modname] = pymtime |
|
581 | self._reloader.modules_mtimes[modname] = pymtime | |
633 |
|
582 | |||
634 | self.loaded_modules.update(newly_loaded_modules) |
|
583 | self.loaded_modules.update(newly_loaded_modules) | |
635 |
|
584 | |||
636 |
|
585 | |||
637 | def load_ipython_extension(ip): |
|
586 | def load_ipython_extension(ip): | |
638 | """Load the extension in IPython.""" |
|
587 | """Load the extension in IPython.""" | |
639 | auto_reload = AutoreloadMagics(ip) |
|
588 | auto_reload = AutoreloadMagics(ip) | |
640 | ip.register_magics(auto_reload) |
|
589 | ip.register_magics(auto_reload) | |
641 | ip.events.register('pre_run_cell', auto_reload.pre_run_cell) |
|
590 | ip.events.register('pre_run_cell', auto_reload.pre_run_cell) | |
642 | ip.events.register('post_execute', auto_reload.post_execute_hook) |
|
591 | ip.events.register('post_execute', auto_reload.post_execute_hook) |
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