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1 | """Implementation of execution-related magic functions. |
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1 | """Implementation of execution-related magic functions. | |
2 | """ |
|
2 | """ | |
3 | #----------------------------------------------------------------------------- |
|
3 | #----------------------------------------------------------------------------- | |
4 | # Copyright (c) 2012 The IPython Development Team. |
|
4 | # Copyright (c) 2012 The IPython Development Team. | |
5 | # |
|
5 | # | |
6 | # Distributed under the terms of the Modified BSD License. |
|
6 | # Distributed under the terms of the Modified BSD License. | |
7 | # |
|
7 | # | |
8 | # The full license is in the file COPYING.txt, distributed with this software. |
|
8 | # The full license is in the file COPYING.txt, distributed with this software. | |
9 | #----------------------------------------------------------------------------- |
|
9 | #----------------------------------------------------------------------------- | |
10 |
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10 | |||
11 | #----------------------------------------------------------------------------- |
|
11 | #----------------------------------------------------------------------------- | |
12 | # Imports |
|
12 | # Imports | |
13 | #----------------------------------------------------------------------------- |
|
13 | #----------------------------------------------------------------------------- | |
14 |
|
14 | |||
15 | # Stdlib |
|
15 | # Stdlib | |
16 | import __builtin__ as builtin_mod |
|
16 | import __builtin__ as builtin_mod | |
17 | import bdb |
|
17 | import bdb | |
18 | import os |
|
18 | import os | |
19 | import sys |
|
19 | import sys | |
20 | import time |
|
20 | import time | |
21 | from StringIO import StringIO |
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21 | from StringIO import StringIO | |
22 |
|
22 | |||
23 | # cProfile was added in Python2.5 |
|
23 | # cProfile was added in Python2.5 | |
24 | try: |
|
24 | try: | |
25 | import cProfile as profile |
|
25 | import cProfile as profile | |
26 | import pstats |
|
26 | import pstats | |
27 | except ImportError: |
|
27 | except ImportError: | |
28 | # profile isn't bundled by default in Debian for license reasons |
|
28 | # profile isn't bundled by default in Debian for license reasons | |
29 | try: |
|
29 | try: | |
30 | import profile, pstats |
|
30 | import profile, pstats | |
31 | except ImportError: |
|
31 | except ImportError: | |
32 | profile = pstats = None |
|
32 | profile = pstats = None | |
33 |
|
33 | |||
34 | # Our own packages |
|
34 | # Our own packages | |
35 | from IPython.core import debugger, oinspect |
|
35 | from IPython.core import debugger, oinspect | |
36 | from IPython.core import magic_arguments |
|
36 | from IPython.core import magic_arguments | |
37 | from IPython.core import page |
|
37 | from IPython.core import page | |
38 | from IPython.core.error import UsageError |
|
38 | from IPython.core.error import UsageError | |
39 | from IPython.core.macro import Macro |
|
39 | from IPython.core.macro import Macro | |
40 | from IPython.core.magic import (Magics, magics_class, line_magic, cell_magic, |
|
40 | from IPython.core.magic import (Magics, magics_class, line_magic, cell_magic, | |
41 | line_cell_magic, on_off, needs_local_scope) |
|
41 | line_cell_magic, on_off, needs_local_scope) | |
42 | from IPython.testing.skipdoctest import skip_doctest |
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42 | from IPython.testing.skipdoctest import skip_doctest | |
43 | from IPython.utils import py3compat |
|
43 | from IPython.utils import py3compat | |
44 | from IPython.utils.io import capture_output |
|
44 | from IPython.utils.io import capture_output | |
45 | from IPython.utils.ipstruct import Struct |
|
45 | from IPython.utils.ipstruct import Struct | |
46 | from IPython.utils.module_paths import find_mod |
|
46 | from IPython.utils.module_paths import find_mod | |
47 | from IPython.utils.path import get_py_filename, unquote_filename |
|
47 | from IPython.utils.path import get_py_filename, unquote_filename | |
48 | from IPython.utils.timing import clock, clock2 |
|
48 | from IPython.utils.timing import clock, clock2 | |
49 | from IPython.utils.warn import warn, error |
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49 | from IPython.utils.warn import warn, error | |
50 |
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50 | |||
51 | #----------------------------------------------------------------------------- |
|
51 | #----------------------------------------------------------------------------- | |
52 | # Magic implementation classes |
|
52 | # Magic implementation classes | |
53 | #----------------------------------------------------------------------------- |
|
53 | #----------------------------------------------------------------------------- | |
54 |
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54 | |||
55 | @magics_class |
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55 | @magics_class | |
56 | class ExecutionMagics(Magics): |
|
56 | class ExecutionMagics(Magics): | |
57 | """Magics related to code execution, debugging, profiling, etc. |
|
57 | """Magics related to code execution, debugging, profiling, etc. | |
58 |
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58 | |||
59 | """ |
|
59 | """ | |
60 |
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60 | |||
61 | def __init__(self, shell): |
|
61 | def __init__(self, shell): | |
62 | super(ExecutionMagics, self).__init__(shell) |
|
62 | super(ExecutionMagics, self).__init__(shell) | |
63 | if profile is None: |
|
63 | if profile is None: | |
64 | self.prun = self.profile_missing_notice |
|
64 | self.prun = self.profile_missing_notice | |
65 | # Default execution function used to actually run user code. |
|
65 | # Default execution function used to actually run user code. | |
66 | self.default_runner = None |
|
66 | self.default_runner = None | |
67 |
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67 | |||
68 | def profile_missing_notice(self, *args, **kwargs): |
|
68 | def profile_missing_notice(self, *args, **kwargs): | |
69 | error("""\ |
|
69 | error("""\ | |
70 | The profile module could not be found. It has been removed from the standard |
|
70 | The profile module could not be found. It has been removed from the standard | |
71 | python packages because of its non-free license. To use profiling, install the |
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71 | python packages because of its non-free license. To use profiling, install the | |
72 | python-profiler package from non-free.""") |
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72 | python-profiler package from non-free.""") | |
73 |
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73 | |||
74 | @skip_doctest |
|
74 | @skip_doctest | |
75 | @line_cell_magic |
|
75 | @line_cell_magic | |
76 | def prun(self, parameter_s='', cell=None, user_mode=True, |
|
76 | def prun(self, parameter_s='', cell=None, user_mode=True, | |
77 | opts=None,arg_lst=None,prog_ns=None): |
|
77 | opts=None,arg_lst=None,prog_ns=None): | |
78 |
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78 | |||
79 | """Run a statement through the python code profiler. |
|
79 | """Run a statement through the python code profiler. | |
80 |
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80 | |||
81 | Usage, in line mode: |
|
81 | Usage, in line mode: | |
82 | %prun [options] statement |
|
82 | %prun [options] statement | |
83 |
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83 | |||
84 | Usage, in cell mode: |
|
84 | Usage, in cell mode: | |
85 | %%prun [options] [statement] |
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85 | %%prun [options] [statement] | |
86 | code... |
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86 | code... | |
87 | code... |
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87 | code... | |
88 |
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88 | |||
89 | In cell mode, the additional code lines are appended to the (possibly |
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89 | In cell mode, the additional code lines are appended to the (possibly | |
90 | empty) statement in the first line. Cell mode allows you to easily |
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90 | empty) statement in the first line. Cell mode allows you to easily | |
91 | profile multiline blocks without having to put them in a separate |
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91 | profile multiline blocks without having to put them in a separate | |
92 | function. |
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92 | function. | |
93 |
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93 | |||
94 | The given statement (which doesn't require quote marks) is run via the |
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94 | The given statement (which doesn't require quote marks) is run via the | |
95 | python profiler in a manner similar to the profile.run() function. |
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95 | python profiler in a manner similar to the profile.run() function. | |
96 | Namespaces are internally managed to work correctly; profile.run |
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96 | Namespaces are internally managed to work correctly; profile.run | |
97 | cannot be used in IPython because it makes certain assumptions about |
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97 | cannot be used in IPython because it makes certain assumptions about | |
98 | namespaces which do not hold under IPython. |
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98 | namespaces which do not hold under IPython. | |
99 |
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99 | |||
100 | Options: |
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100 | Options: | |
101 |
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101 | |||
102 | -l <limit>: you can place restrictions on what or how much of the |
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102 | -l <limit>: you can place restrictions on what or how much of the | |
103 | profile gets printed. The limit value can be: |
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103 | profile gets printed. The limit value can be: | |
104 |
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104 | |||
105 | * A string: only information for function names containing this string |
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105 | * A string: only information for function names containing this string | |
106 | is printed. |
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106 | is printed. | |
107 |
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107 | |||
108 | * An integer: only these many lines are printed. |
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108 | * An integer: only these many lines are printed. | |
109 |
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109 | |||
110 | * A float (between 0 and 1): this fraction of the report is printed |
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110 | * A float (between 0 and 1): this fraction of the report is printed | |
111 | (for example, use a limit of 0.4 to see the topmost 40% only). |
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111 | (for example, use a limit of 0.4 to see the topmost 40% only). | |
112 |
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112 | |||
113 | You can combine several limits with repeated use of the option. For |
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113 | You can combine several limits with repeated use of the option. For | |
114 | example, '-l __init__ -l 5' will print only the topmost 5 lines of |
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114 | example, '-l __init__ -l 5' will print only the topmost 5 lines of | |
115 | information about class constructors. |
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115 | information about class constructors. | |
116 |
|
116 | |||
117 | -r: return the pstats.Stats object generated by the profiling. This |
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117 | -r: return the pstats.Stats object generated by the profiling. This | |
118 | object has all the information about the profile in it, and you can |
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118 | object has all the information about the profile in it, and you can | |
119 | later use it for further analysis or in other functions. |
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119 | later use it for further analysis or in other functions. | |
120 |
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120 | |||
121 | -s <key>: sort profile by given key. You can provide more than one key |
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121 | -s <key>: sort profile by given key. You can provide more than one key | |
122 | by using the option several times: '-s key1 -s key2 -s key3...'. The |
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122 | by using the option several times: '-s key1 -s key2 -s key3...'. The | |
123 | default sorting key is 'time'. |
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123 | default sorting key is 'time'. | |
124 |
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124 | |||
125 | The following is copied verbatim from the profile documentation |
|
125 | The following is copied verbatim from the profile documentation | |
126 | referenced below: |
|
126 | referenced below: | |
127 |
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127 | |||
128 | When more than one key is provided, additional keys are used as |
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128 | When more than one key is provided, additional keys are used as | |
129 | secondary criteria when the there is equality in all keys selected |
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129 | secondary criteria when the there is equality in all keys selected | |
130 | before them. |
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130 | before them. | |
131 |
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131 | |||
132 | Abbreviations can be used for any key names, as long as the |
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132 | Abbreviations can be used for any key names, as long as the | |
133 | abbreviation is unambiguous. The following are the keys currently |
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133 | abbreviation is unambiguous. The following are the keys currently | |
134 | defined: |
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134 | defined: | |
135 |
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135 | |||
136 | Valid Arg Meaning |
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136 | Valid Arg Meaning | |
137 | "calls" call count |
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137 | "calls" call count | |
138 | "cumulative" cumulative time |
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138 | "cumulative" cumulative time | |
139 | "file" file name |
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139 | "file" file name | |
140 | "module" file name |
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140 | "module" file name | |
141 | "pcalls" primitive call count |
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141 | "pcalls" primitive call count | |
142 | "line" line number |
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142 | "line" line number | |
143 | "name" function name |
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143 | "name" function name | |
144 | "nfl" name/file/line |
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144 | "nfl" name/file/line | |
145 | "stdname" standard name |
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145 | "stdname" standard name | |
146 | "time" internal time |
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146 | "time" internal time | |
147 |
|
147 | |||
148 | Note that all sorts on statistics are in descending order (placing |
|
148 | Note that all sorts on statistics are in descending order (placing | |
149 | most time consuming items first), where as name, file, and line number |
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149 | most time consuming items first), where as name, file, and line number | |
150 | searches are in ascending order (i.e., alphabetical). The subtle |
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150 | searches are in ascending order (i.e., alphabetical). The subtle | |
151 | distinction between "nfl" and "stdname" is that the standard name is a |
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151 | distinction between "nfl" and "stdname" is that the standard name is a | |
152 | sort of the name as printed, which means that the embedded line |
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152 | sort of the name as printed, which means that the embedded line | |
153 | numbers get compared in an odd way. For example, lines 3, 20, and 40 |
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153 | numbers get compared in an odd way. For example, lines 3, 20, and 40 | |
154 | would (if the file names were the same) appear in the string order |
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154 | would (if the file names were the same) appear in the string order | |
155 | "20" "3" and "40". In contrast, "nfl" does a numeric compare of the |
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155 | "20" "3" and "40". In contrast, "nfl" does a numeric compare of the | |
156 | line numbers. In fact, sort_stats("nfl") is the same as |
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156 | line numbers. In fact, sort_stats("nfl") is the same as | |
157 | sort_stats("name", "file", "line"). |
|
157 | sort_stats("name", "file", "line"). | |
158 |
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158 | |||
159 | -T <filename>: save profile results as shown on screen to a text |
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159 | -T <filename>: save profile results as shown on screen to a text | |
160 | file. The profile is still shown on screen. |
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160 | file. The profile is still shown on screen. | |
161 |
|
161 | |||
162 | -D <filename>: save (via dump_stats) profile statistics to given |
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162 | -D <filename>: save (via dump_stats) profile statistics to given | |
163 | filename. This data is in a format understood by the pstats module, and |
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163 | filename. This data is in a format understood by the pstats module, and | |
164 | is generated by a call to the dump_stats() method of profile |
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164 | is generated by a call to the dump_stats() method of profile | |
165 | objects. The profile is still shown on screen. |
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165 | objects. The profile is still shown on screen. | |
166 |
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166 | |||
167 | -q: suppress output to the pager. Best used with -T and/or -D above. |
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167 | -q: suppress output to the pager. Best used with -T and/or -D above. | |
168 |
|
168 | |||
169 | If you want to run complete programs under the profiler's control, use |
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169 | If you want to run complete programs under the profiler's control, use | |
170 | '%run -p [prof_opts] filename.py [args to program]' where prof_opts |
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170 | '%run -p [prof_opts] filename.py [args to program]' where prof_opts | |
171 | contains profiler specific options as described here. |
|
171 | contains profiler specific options as described here. | |
172 |
|
172 | |||
173 | You can read the complete documentation for the profile module with:: |
|
173 | You can read the complete documentation for the profile module with:: | |
174 |
|
174 | |||
175 | In [1]: import profile; profile.help() |
|
175 | In [1]: import profile; profile.help() | |
176 | """ |
|
176 | """ | |
177 |
|
177 | |||
178 | opts_def = Struct(D=[''],l=[],s=['time'],T=['']) |
|
178 | opts_def = Struct(D=[''],l=[],s=['time'],T=['']) | |
179 |
|
179 | |||
180 | if user_mode: # regular user call |
|
180 | if user_mode: # regular user call | |
181 | opts,arg_str = self.parse_options(parameter_s,'D:l:rs:T:q', |
|
181 | opts,arg_str = self.parse_options(parameter_s,'D:l:rs:T:q', | |
182 | list_all=True, posix=False) |
|
182 | list_all=True, posix=False) | |
183 | namespace = self.shell.user_ns |
|
183 | namespace = self.shell.user_ns | |
184 | if cell is not None: |
|
184 | if cell is not None: | |
185 | arg_str += '\n' + cell |
|
185 | arg_str += '\n' + cell | |
186 | else: # called to run a program by %run -p |
|
186 | else: # called to run a program by %run -p | |
187 | try: |
|
187 | try: | |
188 | filename = get_py_filename(arg_lst[0]) |
|
188 | filename = get_py_filename(arg_lst[0]) | |
189 | except IOError as e: |
|
189 | except IOError as e: | |
190 | try: |
|
190 | try: | |
191 | msg = str(e) |
|
191 | msg = str(e) | |
192 | except UnicodeError: |
|
192 | except UnicodeError: | |
193 | msg = e.message |
|
193 | msg = e.message | |
194 | error(msg) |
|
194 | error(msg) | |
195 | return |
|
195 | return | |
196 |
|
196 | |||
197 | arg_str = 'execfile(filename,prog_ns)' |
|
197 | arg_str = 'execfile(filename,prog_ns)' | |
198 | namespace = { |
|
198 | namespace = { | |
199 | 'execfile': self.shell.safe_execfile, |
|
199 | 'execfile': self.shell.safe_execfile, | |
200 | 'prog_ns': prog_ns, |
|
200 | 'prog_ns': prog_ns, | |
201 | 'filename': filename |
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201 | 'filename': filename | |
202 | } |
|
202 | } | |
203 |
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203 | |||
204 | opts.merge(opts_def) |
|
204 | opts.merge(opts_def) | |
205 |
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205 | |||
206 | prof = profile.Profile() |
|
206 | prof = profile.Profile() | |
207 | try: |
|
207 | try: | |
208 | prof = prof.runctx(arg_str,namespace,namespace) |
|
208 | prof = prof.runctx(arg_str,namespace,namespace) | |
209 | sys_exit = '' |
|
209 | sys_exit = '' | |
210 | except SystemExit: |
|
210 | except SystemExit: | |
211 | sys_exit = """*** SystemExit exception caught in code being profiled.""" |
|
211 | sys_exit = """*** SystemExit exception caught in code being profiled.""" | |
212 |
|
212 | |||
213 | stats = pstats.Stats(prof).strip_dirs().sort_stats(*opts.s) |
|
213 | stats = pstats.Stats(prof).strip_dirs().sort_stats(*opts.s) | |
214 |
|
214 | |||
215 | lims = opts.l |
|
215 | lims = opts.l | |
216 | if lims: |
|
216 | if lims: | |
217 | lims = [] # rebuild lims with ints/floats/strings |
|
217 | lims = [] # rebuild lims with ints/floats/strings | |
218 | for lim in opts.l: |
|
218 | for lim in opts.l: | |
219 | try: |
|
219 | try: | |
220 | lims.append(int(lim)) |
|
220 | lims.append(int(lim)) | |
221 | except ValueError: |
|
221 | except ValueError: | |
222 | try: |
|
222 | try: | |
223 | lims.append(float(lim)) |
|
223 | lims.append(float(lim)) | |
224 | except ValueError: |
|
224 | except ValueError: | |
225 | lims.append(lim) |
|
225 | lims.append(lim) | |
226 |
|
226 | |||
227 | # Trap output. |
|
227 | # Trap output. | |
228 | stdout_trap = StringIO() |
|
228 | stdout_trap = StringIO() | |
229 |
|
229 | |||
230 | if hasattr(stats,'stream'): |
|
230 | if hasattr(stats,'stream'): | |
231 | # In newer versions of python, the stats object has a 'stream' |
|
231 | # In newer versions of python, the stats object has a 'stream' | |
232 | # attribute to write into. |
|
232 | # attribute to write into. | |
233 | stats.stream = stdout_trap |
|
233 | stats.stream = stdout_trap | |
234 | stats.print_stats(*lims) |
|
234 | stats.print_stats(*lims) | |
235 | else: |
|
235 | else: | |
236 | # For older versions, we manually redirect stdout during printing |
|
236 | # For older versions, we manually redirect stdout during printing | |
237 | sys_stdout = sys.stdout |
|
237 | sys_stdout = sys.stdout | |
238 | try: |
|
238 | try: | |
239 | sys.stdout = stdout_trap |
|
239 | sys.stdout = stdout_trap | |
240 | stats.print_stats(*lims) |
|
240 | stats.print_stats(*lims) | |
241 | finally: |
|
241 | finally: | |
242 | sys.stdout = sys_stdout |
|
242 | sys.stdout = sys_stdout | |
243 |
|
243 | |||
244 | output = stdout_trap.getvalue() |
|
244 | output = stdout_trap.getvalue() | |
245 | output = output.rstrip() |
|
245 | output = output.rstrip() | |
246 |
|
246 | |||
247 | if 'q' not in opts: |
|
247 | if 'q' not in opts: | |
248 | page.page(output) |
|
248 | page.page(output) | |
249 | print sys_exit, |
|
249 | print sys_exit, | |
250 |
|
250 | |||
251 | dump_file = opts.D[0] |
|
251 | dump_file = opts.D[0] | |
252 | text_file = opts.T[0] |
|
252 | text_file = opts.T[0] | |
253 | if dump_file: |
|
253 | if dump_file: | |
254 | dump_file = unquote_filename(dump_file) |
|
254 | dump_file = unquote_filename(dump_file) | |
255 | prof.dump_stats(dump_file) |
|
255 | prof.dump_stats(dump_file) | |
256 | print '\n*** Profile stats marshalled to file',\ |
|
256 | print '\n*** Profile stats marshalled to file',\ | |
257 | `dump_file`+'.',sys_exit |
|
257 | `dump_file`+'.',sys_exit | |
258 | if text_file: |
|
258 | if text_file: | |
259 | text_file = unquote_filename(text_file) |
|
259 | text_file = unquote_filename(text_file) | |
260 | pfile = open(text_file,'w') |
|
260 | pfile = open(text_file,'w') | |
261 | pfile.write(output) |
|
261 | pfile.write(output) | |
262 | pfile.close() |
|
262 | pfile.close() | |
263 | print '\n*** Profile printout saved to text file',\ |
|
263 | print '\n*** Profile printout saved to text file',\ | |
264 | `text_file`+'.',sys_exit |
|
264 | `text_file`+'.',sys_exit | |
265 |
|
265 | |||
266 | if opts.has_key('r'): |
|
266 | if opts.has_key('r'): | |
267 | return stats |
|
267 | return stats | |
268 | else: |
|
268 | else: | |
269 | return None |
|
269 | return None | |
270 |
|
270 | |||
271 | @line_magic |
|
271 | @line_magic | |
272 | def pdb(self, parameter_s=''): |
|
272 | def pdb(self, parameter_s=''): | |
273 | """Control the automatic calling of the pdb interactive debugger. |
|
273 | """Control the automatic calling of the pdb interactive debugger. | |
274 |
|
274 | |||
275 | Call as '%pdb on', '%pdb 1', '%pdb off' or '%pdb 0'. If called without |
|
275 | Call as '%pdb on', '%pdb 1', '%pdb off' or '%pdb 0'. If called without | |
276 | argument it works as a toggle. |
|
276 | argument it works as a toggle. | |
277 |
|
277 | |||
278 | When an exception is triggered, IPython can optionally call the |
|
278 | When an exception is triggered, IPython can optionally call the | |
279 | interactive pdb debugger after the traceback printout. %pdb toggles |
|
279 | interactive pdb debugger after the traceback printout. %pdb toggles | |
280 | this feature on and off. |
|
280 | this feature on and off. | |
281 |
|
281 | |||
282 | The initial state of this feature is set in your configuration |
|
282 | The initial state of this feature is set in your configuration | |
283 | file (the option is ``InteractiveShell.pdb``). |
|
283 | file (the option is ``InteractiveShell.pdb``). | |
284 |
|
284 | |||
285 | If you want to just activate the debugger AFTER an exception has fired, |
|
285 | If you want to just activate the debugger AFTER an exception has fired, | |
286 | without having to type '%pdb on' and rerunning your code, you can use |
|
286 | without having to type '%pdb on' and rerunning your code, you can use | |
287 | the %debug magic.""" |
|
287 | the %debug magic.""" | |
288 |
|
288 | |||
289 | par = parameter_s.strip().lower() |
|
289 | par = parameter_s.strip().lower() | |
290 |
|
290 | |||
291 | if par: |
|
291 | if par: | |
292 | try: |
|
292 | try: | |
293 | new_pdb = {'off':0,'0':0,'on':1,'1':1}[par] |
|
293 | new_pdb = {'off':0,'0':0,'on':1,'1':1}[par] | |
294 | except KeyError: |
|
294 | except KeyError: | |
295 | print ('Incorrect argument. Use on/1, off/0, ' |
|
295 | print ('Incorrect argument. Use on/1, off/0, ' | |
296 | 'or nothing for a toggle.') |
|
296 | 'or nothing for a toggle.') | |
297 | return |
|
297 | return | |
298 | else: |
|
298 | else: | |
299 | # toggle |
|
299 | # toggle | |
300 | new_pdb = not self.shell.call_pdb |
|
300 | new_pdb = not self.shell.call_pdb | |
301 |
|
301 | |||
302 | # set on the shell |
|
302 | # set on the shell | |
303 | self.shell.call_pdb = new_pdb |
|
303 | self.shell.call_pdb = new_pdb | |
304 | print 'Automatic pdb calling has been turned',on_off(new_pdb) |
|
304 | print 'Automatic pdb calling has been turned',on_off(new_pdb) | |
305 |
|
305 | |||
306 | @line_magic |
|
306 | @line_magic | |
307 | def debug(self, parameter_s=''): |
|
307 | def debug(self, parameter_s=''): | |
308 | """Activate the interactive debugger in post-mortem mode. |
|
308 | """Activate the interactive debugger in post-mortem mode. | |
309 |
|
309 | |||
310 | If an exception has just occurred, this lets you inspect its stack |
|
310 | If an exception has just occurred, this lets you inspect its stack | |
311 | frames interactively. Note that this will always work only on the last |
|
311 | frames interactively. Note that this will always work only on the last | |
312 | traceback that occurred, so you must call this quickly after an |
|
312 | traceback that occurred, so you must call this quickly after an | |
313 | exception that you wish to inspect has fired, because if another one |
|
313 | exception that you wish to inspect has fired, because if another one | |
314 | occurs, it clobbers the previous one. |
|
314 | occurs, it clobbers the previous one. | |
315 |
|
315 | |||
316 | If you want IPython to automatically do this on every exception, see |
|
316 | If you want IPython to automatically do this on every exception, see | |
317 | the %pdb magic for more details. |
|
317 | the %pdb magic for more details. | |
318 | """ |
|
318 | """ | |
319 | self.shell.debugger(force=True) |
|
319 | self.shell.debugger(force=True) | |
320 |
|
320 | |||
321 | @line_magic |
|
321 | @line_magic | |
322 | def tb(self, s): |
|
322 | def tb(self, s): | |
323 | """Print the last traceback with the currently active exception mode. |
|
323 | """Print the last traceback with the currently active exception mode. | |
324 |
|
324 | |||
325 | See %xmode for changing exception reporting modes.""" |
|
325 | See %xmode for changing exception reporting modes.""" | |
326 | self.shell.showtraceback() |
|
326 | self.shell.showtraceback() | |
327 |
|
327 | |||
328 | @skip_doctest |
|
328 | @skip_doctest | |
329 | @line_magic |
|
329 | @line_magic | |
330 | def run(self, parameter_s='', runner=None, |
|
330 | def run(self, parameter_s='', runner=None, | |
331 | file_finder=get_py_filename): |
|
331 | file_finder=get_py_filename): | |
332 | """Run the named file inside IPython as a program. |
|
332 | """Run the named file inside IPython as a program. | |
333 |
|
333 | |||
334 | Usage:\\ |
|
334 | Usage:\\ | |
335 | %run [-n -i -t [-N<N>] -d [-b<N>] -p [profile options]] file [args] |
|
335 | %run [-n -i -t [-N<N>] -d [-b<N>] -p [profile options]] file [args] | |
336 |
|
336 | |||
337 | Parameters after the filename are passed as command-line arguments to |
|
337 | Parameters after the filename are passed as command-line arguments to | |
338 | the program (put in sys.argv). Then, control returns to IPython's |
|
338 | the program (put in sys.argv). Then, control returns to IPython's | |
339 | prompt. |
|
339 | prompt. | |
340 |
|
340 | |||
341 | This is similar to running at a system prompt:\\ |
|
341 | This is similar to running at a system prompt:\\ | |
342 | $ python file args\\ |
|
342 | $ python file args\\ | |
343 | but with the advantage of giving you IPython's tracebacks, and of |
|
343 | but with the advantage of giving you IPython's tracebacks, and of | |
344 | loading all variables into your interactive namespace for further use |
|
344 | loading all variables into your interactive namespace for further use | |
345 | (unless -p is used, see below). |
|
345 | (unless -p is used, see below). | |
346 |
|
346 | |||
347 | The file is executed in a namespace initially consisting only of |
|
347 | The file is executed in a namespace initially consisting only of | |
348 | __name__=='__main__' and sys.argv constructed as indicated. It thus |
|
348 | __name__=='__main__' and sys.argv constructed as indicated. It thus | |
349 | sees its environment as if it were being run as a stand-alone program |
|
349 | sees its environment as if it were being run as a stand-alone program | |
350 | (except for sharing global objects such as previously imported |
|
350 | (except for sharing global objects such as previously imported | |
351 | modules). But after execution, the IPython interactive namespace gets |
|
351 | modules). But after execution, the IPython interactive namespace gets | |
352 | updated with all variables defined in the program (except for __name__ |
|
352 | updated with all variables defined in the program (except for __name__ | |
353 | and sys.argv). This allows for very convenient loading of code for |
|
353 | and sys.argv). This allows for very convenient loading of code for | |
354 | interactive work, while giving each program a 'clean sheet' to run in. |
|
354 | interactive work, while giving each program a 'clean sheet' to run in. | |
355 |
|
355 | |||
356 | Options: |
|
356 | Options: | |
357 |
|
357 | |||
358 | -n: __name__ is NOT set to '__main__', but to the running file's name |
|
358 | -n: __name__ is NOT set to '__main__', but to the running file's name | |
359 | without extension (as python does under import). This allows running |
|
359 | without extension (as python does under import). This allows running | |
360 | scripts and reloading the definitions in them without calling code |
|
360 | scripts and reloading the definitions in them without calling code | |
361 | protected by an ' if __name__ == "__main__" ' clause. |
|
361 | protected by an ' if __name__ == "__main__" ' clause. | |
362 |
|
362 | |||
363 | -i: run the file in IPython's namespace instead of an empty one. This |
|
363 | -i: run the file in IPython's namespace instead of an empty one. This | |
364 | is useful if you are experimenting with code written in a text editor |
|
364 | is useful if you are experimenting with code written in a text editor | |
365 | which depends on variables defined interactively. |
|
365 | which depends on variables defined interactively. | |
366 |
|
366 | |||
367 | -e: ignore sys.exit() calls or SystemExit exceptions in the script |
|
367 | -e: ignore sys.exit() calls or SystemExit exceptions in the script | |
368 | being run. This is particularly useful if IPython is being used to |
|
368 | being run. This is particularly useful if IPython is being used to | |
369 | run unittests, which always exit with a sys.exit() call. In such |
|
369 | run unittests, which always exit with a sys.exit() call. In such | |
370 | cases you are interested in the output of the test results, not in |
|
370 | cases you are interested in the output of the test results, not in | |
371 | seeing a traceback of the unittest module. |
|
371 | seeing a traceback of the unittest module. | |
372 |
|
372 | |||
373 | -t: print timing information at the end of the run. IPython will give |
|
373 | -t: print timing information at the end of the run. IPython will give | |
374 | you an estimated CPU time consumption for your script, which under |
|
374 | you an estimated CPU time consumption for your script, which under | |
375 | Unix uses the resource module to avoid the wraparound problems of |
|
375 | Unix uses the resource module to avoid the wraparound problems of | |
376 | time.clock(). Under Unix, an estimate of time spent on system tasks |
|
376 | time.clock(). Under Unix, an estimate of time spent on system tasks | |
377 | is also given (for Windows platforms this is reported as 0.0). |
|
377 | is also given (for Windows platforms this is reported as 0.0). | |
378 |
|
378 | |||
379 | If -t is given, an additional -N<N> option can be given, where <N> |
|
379 | If -t is given, an additional -N<N> option can be given, where <N> | |
380 | must be an integer indicating how many times you want the script to |
|
380 | must be an integer indicating how many times you want the script to | |
381 | run. The final timing report will include total and per run results. |
|
381 | run. The final timing report will include total and per run results. | |
382 |
|
382 | |||
383 | For example (testing the script uniq_stable.py):: |
|
383 | For example (testing the script uniq_stable.py):: | |
384 |
|
384 | |||
385 | In [1]: run -t uniq_stable |
|
385 | In [1]: run -t uniq_stable | |
386 |
|
386 | |||
387 | IPython CPU timings (estimated):\\ |
|
387 | IPython CPU timings (estimated):\\ | |
388 | User : 0.19597 s.\\ |
|
388 | User : 0.19597 s.\\ | |
389 | System: 0.0 s.\\ |
|
389 | System: 0.0 s.\\ | |
390 |
|
390 | |||
391 | In [2]: run -t -N5 uniq_stable |
|
391 | In [2]: run -t -N5 uniq_stable | |
392 |
|
392 | |||
393 | IPython CPU timings (estimated):\\ |
|
393 | IPython CPU timings (estimated):\\ | |
394 | Total runs performed: 5\\ |
|
394 | Total runs performed: 5\\ | |
395 | Times : Total Per run\\ |
|
395 | Times : Total Per run\\ | |
396 | User : 0.910862 s, 0.1821724 s.\\ |
|
396 | User : 0.910862 s, 0.1821724 s.\\ | |
397 | System: 0.0 s, 0.0 s. |
|
397 | System: 0.0 s, 0.0 s. | |
398 |
|
398 | |||
399 | -d: run your program under the control of pdb, the Python debugger. |
|
399 | -d: run your program under the control of pdb, the Python debugger. | |
400 | This allows you to execute your program step by step, watch variables, |
|
400 | This allows you to execute your program step by step, watch variables, | |
401 | etc. Internally, what IPython does is similar to calling: |
|
401 | etc. Internally, what IPython does is similar to calling: | |
402 |
|
402 | |||
403 | pdb.run('execfile("YOURFILENAME")') |
|
403 | pdb.run('execfile("YOURFILENAME")') | |
404 |
|
404 | |||
405 | with a breakpoint set on line 1 of your file. You can change the line |
|
405 | with a breakpoint set on line 1 of your file. You can change the line | |
406 | number for this automatic breakpoint to be <N> by using the -bN option |
|
406 | number for this automatic breakpoint to be <N> by using the -bN option | |
407 | (where N must be an integer). For example:: |
|
407 | (where N must be an integer). For example:: | |
408 |
|
408 | |||
409 | %run -d -b40 myscript |
|
409 | %run -d -b40 myscript | |
410 |
|
410 | |||
411 | will set the first breakpoint at line 40 in myscript.py. Note that |
|
411 | will set the first breakpoint at line 40 in myscript.py. Note that | |
412 | the first breakpoint must be set on a line which actually does |
|
412 | the first breakpoint must be set on a line which actually does | |
413 | something (not a comment or docstring) for it to stop execution. |
|
413 | something (not a comment or docstring) for it to stop execution. | |
414 |
|
414 | |||
415 | When the pdb debugger starts, you will see a (Pdb) prompt. You must |
|
415 | When the pdb debugger starts, you will see a (Pdb) prompt. You must | |
416 | first enter 'c' (without quotes) to start execution up to the first |
|
416 | first enter 'c' (without quotes) to start execution up to the first | |
417 | breakpoint. |
|
417 | breakpoint. | |
418 |
|
418 | |||
419 | Entering 'help' gives information about the use of the debugger. You |
|
419 | Entering 'help' gives information about the use of the debugger. You | |
420 | can easily see pdb's full documentation with "import pdb;pdb.help()" |
|
420 | can easily see pdb's full documentation with "import pdb;pdb.help()" | |
421 | at a prompt. |
|
421 | at a prompt. | |
422 |
|
422 | |||
423 | -p: run program under the control of the Python profiler module (which |
|
423 | -p: run program under the control of the Python profiler module (which | |
424 | prints a detailed report of execution times, function calls, etc). |
|
424 | prints a detailed report of execution times, function calls, etc). | |
425 |
|
425 | |||
426 | You can pass other options after -p which affect the behavior of the |
|
426 | You can pass other options after -p which affect the behavior of the | |
427 | profiler itself. See the docs for %prun for details. |
|
427 | profiler itself. See the docs for %prun for details. | |
428 |
|
428 | |||
429 | In this mode, the program's variables do NOT propagate back to the |
|
429 | In this mode, the program's variables do NOT propagate back to the | |
430 | IPython interactive namespace (because they remain in the namespace |
|
430 | IPython interactive namespace (because they remain in the namespace | |
431 | where the profiler executes them). |
|
431 | where the profiler executes them). | |
432 |
|
432 | |||
433 | Internally this triggers a call to %prun, see its documentation for |
|
433 | Internally this triggers a call to %prun, see its documentation for | |
434 | details on the options available specifically for profiling. |
|
434 | details on the options available specifically for profiling. | |
435 |
|
435 | |||
436 | There is one special usage for which the text above doesn't apply: |
|
436 | There is one special usage for which the text above doesn't apply: | |
437 | if the filename ends with .ipy, the file is run as ipython script, |
|
437 | if the filename ends with .ipy, the file is run as ipython script, | |
438 | just as if the commands were written on IPython prompt. |
|
438 | just as if the commands were written on IPython prompt. | |
439 |
|
439 | |||
440 | -m: specify module name to load instead of script path. Similar to |
|
440 | -m: specify module name to load instead of script path. Similar to | |
441 | the -m option for the python interpreter. Use this option last if you |
|
441 | the -m option for the python interpreter. Use this option last if you | |
442 | want to combine with other %run options. Unlike the python interpreter |
|
442 | want to combine with other %run options. Unlike the python interpreter | |
443 | only source modules are allowed no .pyc or .pyo files. |
|
443 | only source modules are allowed no .pyc or .pyo files. | |
444 | For example:: |
|
444 | For example:: | |
445 |
|
445 | |||
446 | %run -m example |
|
446 | %run -m example | |
447 |
|
447 | |||
448 | will run the example module. |
|
448 | will run the example module. | |
449 |
|
449 | |||
450 | """ |
|
450 | """ | |
451 |
|
451 | |||
452 | # get arguments and set sys.argv for program to be run. |
|
452 | # get arguments and set sys.argv for program to be run. | |
453 | opts, arg_lst = self.parse_options(parameter_s, 'nidtN:b:pD:l:rs:T:em:', |
|
453 | opts, arg_lst = self.parse_options(parameter_s, 'nidtN:b:pD:l:rs:T:em:', | |
454 | mode='list', list_all=1) |
|
454 | mode='list', list_all=1) | |
455 | if "m" in opts: |
|
455 | if "m" in opts: | |
456 | modulename = opts["m"][0] |
|
456 | modulename = opts["m"][0] | |
457 | modpath = find_mod(modulename) |
|
457 | modpath = find_mod(modulename) | |
458 | if modpath is None: |
|
458 | if modpath is None: | |
459 | warn('%r is not a valid modulename on sys.path'%modulename) |
|
459 | warn('%r is not a valid modulename on sys.path'%modulename) | |
460 | return |
|
460 | return | |
461 | arg_lst = [modpath] + arg_lst |
|
461 | arg_lst = [modpath] + arg_lst | |
462 | try: |
|
462 | try: | |
463 | filename = file_finder(arg_lst[0]) |
|
463 | filename = file_finder(arg_lst[0]) | |
464 | except IndexError: |
|
464 | except IndexError: | |
465 | warn('you must provide at least a filename.') |
|
465 | warn('you must provide at least a filename.') | |
466 | print '\n%run:\n', oinspect.getdoc(self.run) |
|
466 | print '\n%run:\n', oinspect.getdoc(self.run) | |
467 | return |
|
467 | return | |
468 | except IOError as e: |
|
468 | except IOError as e: | |
469 | try: |
|
469 | try: | |
470 | msg = str(e) |
|
470 | msg = str(e) | |
471 | except UnicodeError: |
|
471 | except UnicodeError: | |
472 | msg = e.message |
|
472 | msg = e.message | |
473 | error(msg) |
|
473 | error(msg) | |
474 | return |
|
474 | return | |
475 |
|
475 | |||
476 | if filename.lower().endswith('.ipy'): |
|
476 | if filename.lower().endswith('.ipy'): | |
477 | self.shell.safe_execfile_ipy(filename) |
|
477 | self.shell.safe_execfile_ipy(filename) | |
478 | return |
|
478 | return | |
479 |
|
479 | |||
480 | # Control the response to exit() calls made by the script being run |
|
480 | # Control the response to exit() calls made by the script being run | |
481 | exit_ignore = 'e' in opts |
|
481 | exit_ignore = 'e' in opts | |
482 |
|
482 | |||
483 | # Make sure that the running script gets a proper sys.argv as if it |
|
483 | # Make sure that the running script gets a proper sys.argv as if it | |
484 | # were run from a system shell. |
|
484 | # were run from a system shell. | |
485 | save_argv = sys.argv # save it for later restoring |
|
485 | save_argv = sys.argv # save it for later restoring | |
486 |
|
486 | |||
487 | # simulate shell expansion on arguments, at least tilde expansion |
|
487 | # simulate shell expansion on arguments, at least tilde expansion | |
488 | args = [ os.path.expanduser(a) for a in arg_lst[1:] ] |
|
488 | args = [ os.path.expanduser(a) for a in arg_lst[1:] ] | |
489 |
|
489 | |||
490 | sys.argv = [filename] + args # put in the proper filename |
|
490 | sys.argv = [filename] + args # put in the proper filename | |
491 | # protect sys.argv from potential unicode strings on Python 2: |
|
491 | # protect sys.argv from potential unicode strings on Python 2: | |
492 | if not py3compat.PY3: |
|
492 | if not py3compat.PY3: | |
493 | sys.argv = [ py3compat.cast_bytes(a) for a in sys.argv ] |
|
493 | sys.argv = [ py3compat.cast_bytes(a) for a in sys.argv ] | |
494 |
|
494 | |||
495 | if 'i' in opts: |
|
495 | if 'i' in opts: | |
496 | # Run in user's interactive namespace |
|
496 | # Run in user's interactive namespace | |
497 | prog_ns = self.shell.user_ns |
|
497 | prog_ns = self.shell.user_ns | |
498 | __name__save = self.shell.user_ns['__name__'] |
|
498 | __name__save = self.shell.user_ns['__name__'] | |
499 | prog_ns['__name__'] = '__main__' |
|
499 | prog_ns['__name__'] = '__main__' | |
500 | main_mod = self.shell.new_main_mod(prog_ns) |
|
500 | main_mod = self.shell.new_main_mod(prog_ns) | |
501 | else: |
|
501 | else: | |
502 | # Run in a fresh, empty namespace |
|
502 | # Run in a fresh, empty namespace | |
503 | if 'n' in opts: |
|
503 | if 'n' in opts: | |
504 | name = os.path.splitext(os.path.basename(filename))[0] |
|
504 | name = os.path.splitext(os.path.basename(filename))[0] | |
505 | else: |
|
505 | else: | |
506 | name = '__main__' |
|
506 | name = '__main__' | |
507 |
|
507 | |||
508 | main_mod = self.shell.new_main_mod() |
|
508 | main_mod = self.shell.new_main_mod() | |
509 | prog_ns = main_mod.__dict__ |
|
509 | prog_ns = main_mod.__dict__ | |
510 | prog_ns['__name__'] = name |
|
510 | prog_ns['__name__'] = name | |
511 |
|
511 | |||
512 | # Since '%run foo' emulates 'python foo.py' at the cmd line, we must |
|
512 | # Since '%run foo' emulates 'python foo.py' at the cmd line, we must | |
513 | # set the __file__ global in the script's namespace |
|
513 | # set the __file__ global in the script's namespace | |
514 | prog_ns['__file__'] = filename |
|
514 | prog_ns['__file__'] = filename | |
515 |
|
515 | |||
516 | # pickle fix. See interactiveshell for an explanation. But we need to |
|
516 | # pickle fix. See interactiveshell for an explanation. But we need to | |
517 | # make sure that, if we overwrite __main__, we replace it at the end |
|
517 | # make sure that, if we overwrite __main__, we replace it at the end | |
518 | main_mod_name = prog_ns['__name__'] |
|
518 | main_mod_name = prog_ns['__name__'] | |
519 |
|
519 | |||
520 | if main_mod_name == '__main__': |
|
520 | if main_mod_name == '__main__': | |
521 | restore_main = sys.modules['__main__'] |
|
521 | restore_main = sys.modules['__main__'] | |
522 | else: |
|
522 | else: | |
523 | restore_main = False |
|
523 | restore_main = False | |
524 |
|
524 | |||
525 | # This needs to be undone at the end to prevent holding references to |
|
525 | # This needs to be undone at the end to prevent holding references to | |
526 | # every single object ever created. |
|
526 | # every single object ever created. | |
527 | sys.modules[main_mod_name] = main_mod |
|
527 | sys.modules[main_mod_name] = main_mod | |
528 |
|
528 | |||
529 | try: |
|
529 | try: | |
530 | stats = None |
|
530 | stats = None | |
531 | with self.shell.readline_no_record: |
|
531 | with self.shell.readline_no_record: | |
532 | if 'p' in opts: |
|
532 | if 'p' in opts: | |
533 | stats = self.prun('', None, False, opts, arg_lst, prog_ns) |
|
533 | stats = self.prun('', None, False, opts, arg_lst, prog_ns) | |
534 | else: |
|
534 | else: | |
535 | if 'd' in opts: |
|
535 | if 'd' in opts: | |
536 | deb = debugger.Pdb(self.shell.colors) |
|
536 | deb = debugger.Pdb(self.shell.colors) | |
537 | # reset Breakpoint state, which is moronically kept |
|
537 | # reset Breakpoint state, which is moronically kept | |
538 | # in a class |
|
538 | # in a class | |
539 | bdb.Breakpoint.next = 1 |
|
539 | bdb.Breakpoint.next = 1 | |
540 | bdb.Breakpoint.bplist = {} |
|
540 | bdb.Breakpoint.bplist = {} | |
541 | bdb.Breakpoint.bpbynumber = [None] |
|
541 | bdb.Breakpoint.bpbynumber = [None] | |
542 | # Set an initial breakpoint to stop execution |
|
542 | # Set an initial breakpoint to stop execution | |
543 | maxtries = 10 |
|
543 | maxtries = 10 | |
544 | bp = int(opts.get('b', [1])[0]) |
|
544 | bp = int(opts.get('b', [1])[0]) | |
545 | checkline = deb.checkline(filename, bp) |
|
545 | checkline = deb.checkline(filename, bp) | |
546 | if not checkline: |
|
546 | if not checkline: | |
547 | for bp in range(bp + 1, bp + maxtries + 1): |
|
547 | for bp in range(bp + 1, bp + maxtries + 1): | |
548 | if deb.checkline(filename, bp): |
|
548 | if deb.checkline(filename, bp): | |
549 | break |
|
549 | break | |
550 | else: |
|
550 | else: | |
551 | msg = ("\nI failed to find a valid line to set " |
|
551 | msg = ("\nI failed to find a valid line to set " | |
552 | "a breakpoint\n" |
|
552 | "a breakpoint\n" | |
553 | "after trying up to line: %s.\n" |
|
553 | "after trying up to line: %s.\n" | |
554 | "Please set a valid breakpoint manually " |
|
554 | "Please set a valid breakpoint manually " | |
555 | "with the -b option." % bp) |
|
555 | "with the -b option." % bp) | |
556 | error(msg) |
|
556 | error(msg) | |
557 | return |
|
557 | return | |
558 | # if we find a good linenumber, set the breakpoint |
|
558 | # if we find a good linenumber, set the breakpoint | |
559 | deb.do_break('%s:%s' % (filename, bp)) |
|
559 | deb.do_break('%s:%s' % (filename, bp)) | |
560 | # Start file run |
|
560 | # Start file run | |
561 | print "NOTE: Enter 'c' at the", |
|
561 | print "NOTE: Enter 'c' at the", | |
562 | print "%s prompt to start your script." % deb.prompt |
|
562 | print "%s prompt to start your script." % deb.prompt | |
563 | ns = {'execfile': py3compat.execfile, 'prog_ns': prog_ns} |
|
563 | ns = {'execfile': py3compat.execfile, 'prog_ns': prog_ns} | |
564 | try: |
|
564 | try: | |
565 | deb.run('execfile("%s", prog_ns)' % filename, ns) |
|
565 | deb.run('execfile("%s", prog_ns)' % filename, ns) | |
566 |
|
566 | |||
567 | except: |
|
567 | except: | |
568 | etype, value, tb = sys.exc_info() |
|
568 | etype, value, tb = sys.exc_info() | |
569 | # Skip three frames in the traceback: the %run one, |
|
569 | # Skip three frames in the traceback: the %run one, | |
570 | # one inside bdb.py, and the command-line typed by the |
|
570 | # one inside bdb.py, and the command-line typed by the | |
571 | # user (run by exec in pdb itself). |
|
571 | # user (run by exec in pdb itself). | |
572 | self.shell.InteractiveTB(etype, value, tb, tb_offset=3) |
|
572 | self.shell.InteractiveTB(etype, value, tb, tb_offset=3) | |
573 | else: |
|
573 | else: | |
574 | if runner is None: |
|
574 | if runner is None: | |
575 | runner = self.default_runner |
|
575 | runner = self.default_runner | |
576 | if runner is None: |
|
576 | if runner is None: | |
577 | runner = self.shell.safe_execfile |
|
577 | runner = self.shell.safe_execfile | |
578 | if 't' in opts: |
|
578 | if 't' in opts: | |
579 | # timed execution |
|
579 | # timed execution | |
580 | try: |
|
580 | try: | |
581 | nruns = int(opts['N'][0]) |
|
581 | nruns = int(opts['N'][0]) | |
582 | if nruns < 1: |
|
582 | if nruns < 1: | |
583 | error('Number of runs must be >=1') |
|
583 | error('Number of runs must be >=1') | |
584 | return |
|
584 | return | |
585 | except (KeyError): |
|
585 | except (KeyError): | |
586 | nruns = 1 |
|
586 | nruns = 1 | |
587 | twall0 = time.time() |
|
587 | twall0 = time.time() | |
588 | if nruns == 1: |
|
588 | if nruns == 1: | |
589 | t0 = clock2() |
|
589 | t0 = clock2() | |
590 | runner(filename, prog_ns, prog_ns, |
|
590 | runner(filename, prog_ns, prog_ns, | |
591 | exit_ignore=exit_ignore) |
|
591 | exit_ignore=exit_ignore) | |
592 | t1 = clock2() |
|
592 | t1 = clock2() | |
593 | t_usr = t1[0] - t0[0] |
|
593 | t_usr = t1[0] - t0[0] | |
594 | t_sys = t1[1] - t0[1] |
|
594 | t_sys = t1[1] - t0[1] | |
595 | print "\nIPython CPU timings (estimated):" |
|
595 | print "\nIPython CPU timings (estimated):" | |
596 | print " User : %10.2f s." % t_usr |
|
596 | print " User : %10.2f s." % t_usr | |
597 | print " System : %10.2f s." % t_sys |
|
597 | print " System : %10.2f s." % t_sys | |
598 | else: |
|
598 | else: | |
599 | runs = range(nruns) |
|
599 | runs = range(nruns) | |
600 | t0 = clock2() |
|
600 | t0 = clock2() | |
601 | for nr in runs: |
|
601 | for nr in runs: | |
602 | runner(filename, prog_ns, prog_ns, |
|
602 | runner(filename, prog_ns, prog_ns, | |
603 | exit_ignore=exit_ignore) |
|
603 | exit_ignore=exit_ignore) | |
604 | t1 = clock2() |
|
604 | t1 = clock2() | |
605 | t_usr = t1[0] - t0[0] |
|
605 | t_usr = t1[0] - t0[0] | |
606 | t_sys = t1[1] - t0[1] |
|
606 | t_sys = t1[1] - t0[1] | |
607 | print "\nIPython CPU timings (estimated):" |
|
607 | print "\nIPython CPU timings (estimated):" | |
608 | print "Total runs performed:", nruns |
|
608 | print "Total runs performed:", nruns | |
609 | print " Times : %10.2f %10.2f" % ('Total', 'Per run') |
|
609 | print " Times : %10.2f %10.2f" % ('Total', 'Per run') | |
610 | print " User : %10.2f s, %10.2f s." % (t_usr, t_usr / nruns) |
|
610 | print " User : %10.2f s, %10.2f s." % (t_usr, t_usr / nruns) | |
611 | print " System : %10.2f s, %10.2f s." % (t_sys, t_sys / nruns) |
|
611 | print " System : %10.2f s, %10.2f s." % (t_sys, t_sys / nruns) | |
612 | twall1 = time.time() |
|
612 | twall1 = time.time() | |
613 | print "Wall time: %10.2f s." % (twall1 - twall0) |
|
613 | print "Wall time: %10.2f s." % (twall1 - twall0) | |
614 |
|
614 | |||
615 | else: |
|
615 | else: | |
616 | # regular execution |
|
616 | # regular execution | |
617 | runner(filename, prog_ns, prog_ns, exit_ignore=exit_ignore) |
|
617 | runner(filename, prog_ns, prog_ns, exit_ignore=exit_ignore) | |
618 |
|
618 | |||
619 | if 'i' in opts: |
|
619 | if 'i' in opts: | |
620 | self.shell.user_ns['__name__'] = __name__save |
|
620 | self.shell.user_ns['__name__'] = __name__save | |
621 | else: |
|
621 | else: | |
622 | # The shell MUST hold a reference to prog_ns so after %run |
|
622 | # The shell MUST hold a reference to prog_ns so after %run | |
623 | # exits, the python deletion mechanism doesn't zero it out |
|
623 | # exits, the python deletion mechanism doesn't zero it out | |
624 | # (leaving dangling references). |
|
624 | # (leaving dangling references). | |
625 | self.shell.cache_main_mod(prog_ns, filename) |
|
625 | self.shell.cache_main_mod(prog_ns, filename) | |
626 | # update IPython interactive namespace |
|
626 | # update IPython interactive namespace | |
627 |
|
627 | |||
628 | # Some forms of read errors on the file may mean the |
|
628 | # Some forms of read errors on the file may mean the | |
629 | # __name__ key was never set; using pop we don't have to |
|
629 | # __name__ key was never set; using pop we don't have to | |
630 | # worry about a possible KeyError. |
|
630 | # worry about a possible KeyError. | |
631 | prog_ns.pop('__name__', None) |
|
631 | prog_ns.pop('__name__', None) | |
632 |
|
632 | |||
633 | self.shell.user_ns.update(prog_ns) |
|
633 | self.shell.user_ns.update(prog_ns) | |
634 | finally: |
|
634 | finally: | |
635 | # It's a bit of a mystery why, but __builtins__ can change from |
|
635 | # It's a bit of a mystery why, but __builtins__ can change from | |
636 | # being a module to becoming a dict missing some key data after |
|
636 | # being a module to becoming a dict missing some key data after | |
637 | # %run. As best I can see, this is NOT something IPython is doing |
|
637 | # %run. As best I can see, this is NOT something IPython is doing | |
638 | # at all, and similar problems have been reported before: |
|
638 | # at all, and similar problems have been reported before: | |
639 | # http://coding.derkeiler.com/Archive/Python/comp.lang.python/2004-10/0188.html |
|
639 | # http://coding.derkeiler.com/Archive/Python/comp.lang.python/2004-10/0188.html | |
640 | # Since this seems to be done by the interpreter itself, the best |
|
640 | # Since this seems to be done by the interpreter itself, the best | |
641 | # we can do is to at least restore __builtins__ for the user on |
|
641 | # we can do is to at least restore __builtins__ for the user on | |
642 | # exit. |
|
642 | # exit. | |
643 | self.shell.user_ns['__builtins__'] = builtin_mod |
|
643 | self.shell.user_ns['__builtins__'] = builtin_mod | |
644 |
|
644 | |||
645 | # Ensure key global structures are restored |
|
645 | # Ensure key global structures are restored | |
646 | sys.argv = save_argv |
|
646 | sys.argv = save_argv | |
647 | if restore_main: |
|
647 | if restore_main: | |
648 | sys.modules['__main__'] = restore_main |
|
648 | sys.modules['__main__'] = restore_main | |
649 | else: |
|
649 | else: | |
650 | # Remove from sys.modules the reference to main_mod we'd |
|
650 | # Remove from sys.modules the reference to main_mod we'd | |
651 | # added. Otherwise it will trap references to objects |
|
651 | # added. Otherwise it will trap references to objects | |
652 | # contained therein. |
|
652 | # contained therein. | |
653 | del sys.modules[main_mod_name] |
|
653 | del sys.modules[main_mod_name] | |
654 |
|
654 | |||
655 | return stats |
|
655 | return stats | |
656 |
|
656 | |||
657 | @skip_doctest |
|
657 | @skip_doctest | |
658 | @line_cell_magic |
|
658 | @line_cell_magic | |
659 | def timeit(self, line='', cell=None): |
|
659 | def timeit(self, line='', cell=None): | |
660 | """Time execution of a Python statement or expression |
|
660 | """Time execution of a Python statement or expression | |
661 |
|
661 | |||
662 | Usage, in line mode: |
|
662 | Usage, in line mode: | |
663 | %timeit [-n<N> -r<R> [-t|-c]] statement |
|
663 | %timeit [-n<N> -r<R> [-t|-c]] statement | |
664 | or in cell mode: |
|
664 | or in cell mode: | |
665 | %%timeit [-n<N> -r<R> [-t|-c]] setup_code |
|
665 | %%timeit [-n<N> -r<R> [-t|-c]] setup_code | |
666 | code |
|
666 | code | |
667 | code... |
|
667 | code... | |
668 |
|
668 | |||
669 | Time execution of a Python statement or expression using the timeit |
|
669 | Time execution of a Python statement or expression using the timeit | |
670 | module. This function can be used both as a line and cell magic: |
|
670 | module. This function can be used both as a line and cell magic: | |
671 |
|
671 | |||
672 | - In line mode you can time a single-line statement (though multiple |
|
672 | - In line mode you can time a single-line statement (though multiple | |
673 | ones can be chained with using semicolons). |
|
673 | ones can be chained with using semicolons). | |
674 |
|
674 | |||
675 | - In cell mode, the statement in the first line is used as setup code |
|
675 | - In cell mode, the statement in the first line is used as setup code | |
676 | (executed but not timed) and the body of the cell is timed. The cell |
|
676 | (executed but not timed) and the body of the cell is timed. The cell | |
677 | body has access to any variables created in the setup code. |
|
677 | body has access to any variables created in the setup code. | |
678 |
|
678 | |||
679 | Options: |
|
679 | Options: | |
680 | -n<N>: execute the given statement <N> times in a loop. If this value |
|
680 | -n<N>: execute the given statement <N> times in a loop. If this value | |
681 | is not given, a fitting value is chosen. |
|
681 | is not given, a fitting value is chosen. | |
682 |
|
682 | |||
683 | -r<R>: repeat the loop iteration <R> times and take the best result. |
|
683 | -r<R>: repeat the loop iteration <R> times and take the best result. | |
684 | Default: 3 |
|
684 | Default: 3 | |
685 |
|
685 | |||
686 | -t: use time.time to measure the time, which is the default on Unix. |
|
686 | -t: use time.time to measure the time, which is the default on Unix. | |
687 | This function measures wall time. |
|
687 | This function measures wall time. | |
688 |
|
688 | |||
689 | -c: use time.clock to measure the time, which is the default on |
|
689 | -c: use time.clock to measure the time, which is the default on | |
690 | Windows and measures wall time. On Unix, resource.getrusage is used |
|
690 | Windows and measures wall time. On Unix, resource.getrusage is used | |
691 | instead and returns the CPU user time. |
|
691 | instead and returns the CPU user time. | |
692 |
|
692 | |||
693 | -p<P>: use a precision of <P> digits to display the timing result. |
|
693 | -p<P>: use a precision of <P> digits to display the timing result. | |
694 | Default: 3 |
|
694 | Default: 3 | |
695 |
|
695 | |||
696 |
|
696 | |||
697 | Examples |
|
697 | Examples | |
698 | -------- |
|
698 | -------- | |
699 | :: |
|
699 | :: | |
700 |
|
700 | |||
701 | In [1]: %timeit pass |
|
701 | In [1]: %timeit pass | |
702 | 10000000 loops, best of 3: 53.3 ns per loop |
|
702 | 10000000 loops, best of 3: 53.3 ns per loop | |
703 |
|
703 | |||
704 | In [2]: u = None |
|
704 | In [2]: u = None | |
705 |
|
705 | |||
706 | In [3]: %timeit u is None |
|
706 | In [3]: %timeit u is None | |
707 | 10000000 loops, best of 3: 184 ns per loop |
|
707 | 10000000 loops, best of 3: 184 ns per loop | |
708 |
|
708 | |||
709 | In [4]: %timeit -r 4 u == None |
|
709 | In [4]: %timeit -r 4 u == None | |
710 | 1000000 loops, best of 4: 242 ns per loop |
|
710 | 1000000 loops, best of 4: 242 ns per loop | |
711 |
|
711 | |||
712 | In [5]: import time |
|
712 | In [5]: import time | |
713 |
|
713 | |||
714 | In [6]: %timeit -n1 time.sleep(2) |
|
714 | In [6]: %timeit -n1 time.sleep(2) | |
715 | 1 loops, best of 3: 2 s per loop |
|
715 | 1 loops, best of 3: 2 s per loop | |
716 |
|
716 | |||
717 |
|
717 | |||
718 | The times reported by %timeit will be slightly higher than those |
|
718 | The times reported by %timeit will be slightly higher than those | |
719 | reported by the timeit.py script when variables are accessed. This is |
|
719 | reported by the timeit.py script when variables are accessed. This is | |
720 | due to the fact that %timeit executes the statement in the namespace |
|
720 | due to the fact that %timeit executes the statement in the namespace | |
721 | of the shell, compared with timeit.py, which uses a single setup |
|
721 | of the shell, compared with timeit.py, which uses a single setup | |
722 | statement to import function or create variables. Generally, the bias |
|
722 | statement to import function or create variables. Generally, the bias | |
723 | does not matter as long as results from timeit.py are not mixed with |
|
723 | does not matter as long as results from timeit.py are not mixed with | |
724 | those from %timeit.""" |
|
724 | those from %timeit.""" | |
725 |
|
725 | |||
726 | import timeit |
|
726 | import timeit | |
727 | import math |
|
727 | import math | |
728 |
|
728 | |||
729 | # XXX: Unfortunately the unicode 'micro' symbol can cause problems in |
|
729 | # XXX: Unfortunately the unicode 'micro' symbol can cause problems in | |
730 | # certain terminals. Until we figure out a robust way of |
|
730 | # certain terminals. Until we figure out a robust way of | |
731 | # auto-detecting if the terminal can deal with it, use plain 'us' for |
|
731 | # auto-detecting if the terminal can deal with it, use plain 'us' for | |
732 | # microseconds. I am really NOT happy about disabling the proper |
|
732 | # microseconds. I am really NOT happy about disabling the proper | |
733 | # 'micro' prefix, but crashing is worse... If anyone knows what the |
|
733 | # 'micro' prefix, but crashing is worse... If anyone knows what the | |
734 | # right solution for this is, I'm all ears... |
|
734 | # right solution for this is, I'm all ears... | |
735 | # |
|
735 | # | |
736 | # Note: using |
|
736 | # Note: using | |
737 | # |
|
737 | # | |
738 | # s = u'\xb5' |
|
738 | # s = u'\xb5' | |
739 | # s.encode(sys.getdefaultencoding()) |
|
739 | # s.encode(sys.getdefaultencoding()) | |
740 | # |
|
740 | # | |
741 | # is not sufficient, as I've seen terminals where that fails but |
|
741 | # is not sufficient, as I've seen terminals where that fails but | |
742 | # print s |
|
742 | # print s | |
743 | # |
|
743 | # | |
744 | # succeeds |
|
744 | # succeeds | |
745 | # |
|
745 | # | |
746 | # See bug: https://bugs.launchpad.net/ipython/+bug/348466 |
|
746 | # See bug: https://bugs.launchpad.net/ipython/+bug/348466 | |
747 |
|
747 | |||
748 | #units = [u"s", u"ms",u'\xb5',"ns"] |
|
748 | #units = [u"s", u"ms",u'\xb5',"ns"] | |
749 | units = [u"s", u"ms",u'us',"ns"] |
|
749 | units = [u"s", u"ms",u'us',"ns"] | |
750 |
|
750 | |||
751 | scaling = [1, 1e3, 1e6, 1e9] |
|
751 | scaling = [1, 1e3, 1e6, 1e9] | |
752 |
|
752 | |||
753 | opts, stmt = self.parse_options(line,'n:r:tcp:', |
|
753 | opts, stmt = self.parse_options(line,'n:r:tcp:', | |
754 | posix=False, strict=False) |
|
754 | posix=False, strict=False) | |
755 | if stmt == "" and cell is None: |
|
755 | if stmt == "" and cell is None: | |
756 | return |
|
756 | return | |
757 | timefunc = timeit.default_timer |
|
757 | timefunc = timeit.default_timer | |
758 | number = int(getattr(opts, "n", 0)) |
|
758 | number = int(getattr(opts, "n", 0)) | |
759 | repeat = int(getattr(opts, "r", timeit.default_repeat)) |
|
759 | repeat = int(getattr(opts, "r", timeit.default_repeat)) | |
760 | precision = int(getattr(opts, "p", 3)) |
|
760 | precision = int(getattr(opts, "p", 3)) | |
761 | if hasattr(opts, "t"): |
|
761 | if hasattr(opts, "t"): | |
762 | timefunc = time.time |
|
762 | timefunc = time.time | |
763 | if hasattr(opts, "c"): |
|
763 | if hasattr(opts, "c"): | |
764 | timefunc = clock |
|
764 | timefunc = clock | |
765 |
|
765 | |||
766 | timer = timeit.Timer(timer=timefunc) |
|
766 | timer = timeit.Timer(timer=timefunc) | |
767 | # this code has tight coupling to the inner workings of timeit.Timer, |
|
767 | # this code has tight coupling to the inner workings of timeit.Timer, | |
768 | # but is there a better way to achieve that the code stmt has access |
|
768 | # but is there a better way to achieve that the code stmt has access | |
769 | # to the shell namespace? |
|
769 | # to the shell namespace? | |
770 |
|
770 | |||
771 | if cell is None: |
|
771 | if cell is None: | |
772 | # called as line magic |
|
772 | # called as line magic | |
773 | setup = 'pass' |
|
773 | setup = 'pass' | |
774 | stmt = timeit.reindent(stmt, 8) |
|
774 | stmt = timeit.reindent(stmt, 8) | |
775 | else: |
|
775 | else: | |
776 | setup = timeit.reindent(stmt, 4) |
|
776 | setup = timeit.reindent(stmt, 4) | |
777 | stmt = timeit.reindent(cell, 8) |
|
777 | stmt = timeit.reindent(cell, 8) | |
778 |
|
778 | |||
779 | # From Python 3.3, this template uses new-style string formatting. |
|
779 | # From Python 3.3, this template uses new-style string formatting. | |
780 | if sys.version_info >= (3, 3): |
|
780 | if sys.version_info >= (3, 3): | |
781 | src = timeit.template.format(stmt=stmt, setup=setup) |
|
781 | src = timeit.template.format(stmt=stmt, setup=setup) | |
782 | else: |
|
782 | else: | |
783 | src = timeit.template % dict(stmt=stmt, setup=setup) |
|
783 | src = timeit.template % dict(stmt=stmt, setup=setup) | |
784 |
|
784 | |||
785 | # Track compilation time so it can be reported if too long |
|
785 | # Track compilation time so it can be reported if too long | |
786 | # Minimum time above which compilation time will be reported |
|
786 | # Minimum time above which compilation time will be reported | |
787 | tc_min = 0.1 |
|
787 | tc_min = 0.1 | |
788 |
|
788 | |||
789 | t0 = clock() |
|
789 | t0 = clock() | |
790 | code = compile(src, "<magic-timeit>", "exec") |
|
790 | code = compile(src, "<magic-timeit>", "exec") | |
791 | tc = clock()-t0 |
|
791 | tc = clock()-t0 | |
792 |
|
792 | |||
793 | ns = {} |
|
793 | ns = {} | |
794 | exec code in self.shell.user_ns, ns |
|
794 | exec code in self.shell.user_ns, ns | |
795 | timer.inner = ns["inner"] |
|
795 | timer.inner = ns["inner"] | |
796 |
|
796 | |||
797 | if number == 0: |
|
797 | if number == 0: | |
798 | # determine number so that 0.2 <= total time < 2.0 |
|
798 | # determine number so that 0.2 <= total time < 2.0 | |
799 | number = 1 |
|
799 | number = 1 | |
800 | for i in range(1, 10): |
|
800 | for i in range(1, 10): | |
801 | if timer.timeit(number) >= 0.2: |
|
801 | if timer.timeit(number) >= 0.2: | |
802 | break |
|
802 | break | |
803 | number *= 10 |
|
803 | number *= 10 | |
804 |
|
804 | |||
805 | best = min(timer.repeat(repeat, number)) / number |
|
805 | best = min(timer.repeat(repeat, number)) / number | |
806 |
|
806 | |||
807 | if best > 0.0 and best < 1000.0: |
|
807 | if best > 0.0 and best < 1000.0: | |
808 | order = min(-int(math.floor(math.log10(best)) // 3), 3) |
|
808 | order = min(-int(math.floor(math.log10(best)) // 3), 3) | |
809 | elif best >= 1000.0: |
|
809 | elif best >= 1000.0: | |
810 | order = 0 |
|
810 | order = 0 | |
811 | else: |
|
811 | else: | |
812 | order = 3 |
|
812 | order = 3 | |
813 | print u"%d loops, best of %d: %.*g %s per loop" % (number, repeat, |
|
813 | print u"%d loops, best of %d: %.*g %s per loop" % (number, repeat, | |
814 | precision, |
|
814 | precision, | |
815 | best * scaling[order], |
|
815 | best * scaling[order], | |
816 | units[order]) |
|
816 | units[order]) | |
817 | if tc > tc_min: |
|
817 | if tc > tc_min: | |
818 | print "Compiler time: %.2f s" % tc |
|
818 | print "Compiler time: %.2f s" % tc | |
819 |
|
819 | |||
820 | @skip_doctest |
|
820 | @skip_doctest | |
821 | @needs_local_scope |
|
821 | @needs_local_scope | |
822 | @line_magic |
|
822 | @line_magic | |
823 | def time(self,parameter_s, user_locals): |
|
823 | def time(self,parameter_s, user_locals): | |
824 | """Time execution of a Python statement or expression. |
|
824 | """Time execution of a Python statement or expression. | |
825 |
|
825 | |||
826 | The CPU and wall clock times are printed, and the value of the |
|
826 | The CPU and wall clock times are printed, and the value of the | |
827 | expression (if any) is returned. Note that under Win32, system time |
|
827 | expression (if any) is returned. Note that under Win32, system time | |
828 | is always reported as 0, since it can not be measured. |
|
828 | is always reported as 0, since it can not be measured. | |
829 |
|
829 | |||
830 | This function provides very basic timing functionality. In Python |
|
830 | This function provides very basic timing functionality. In Python | |
831 | 2.3, the timeit module offers more control and sophistication, so this |
|
831 | 2.3, the timeit module offers more control and sophistication, so this | |
832 | could be rewritten to use it (patches welcome). |
|
832 | could be rewritten to use it (patches welcome). | |
833 |
|
833 | |||
834 | Examples |
|
834 | Examples | |
835 | -------- |
|
835 | -------- | |
836 | :: |
|
836 | :: | |
837 |
|
837 | |||
838 | In [1]: time 2**128 |
|
838 | In [1]: time 2**128 | |
839 | CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s |
|
839 | CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s | |
840 | Wall time: 0.00 |
|
840 | Wall time: 0.00 | |
841 | Out[1]: 340282366920938463463374607431768211456L |
|
841 | Out[1]: 340282366920938463463374607431768211456L | |
842 |
|
842 | |||
843 | In [2]: n = 1000000 |
|
843 | In [2]: n = 1000000 | |
844 |
|
844 | |||
845 | In [3]: time sum(range(n)) |
|
845 | In [3]: time sum(range(n)) | |
846 | CPU times: user 1.20 s, sys: 0.05 s, total: 1.25 s |
|
846 | CPU times: user 1.20 s, sys: 0.05 s, total: 1.25 s | |
847 | Wall time: 1.37 |
|
847 | Wall time: 1.37 | |
848 | Out[3]: 499999500000L |
|
848 | Out[3]: 499999500000L | |
849 |
|
849 | |||
850 | In [4]: time print 'hello world' |
|
850 | In [4]: time print 'hello world' | |
851 | hello world |
|
851 | hello world | |
852 | CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s |
|
852 | CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s | |
853 | Wall time: 0.00 |
|
853 | Wall time: 0.00 | |
854 |
|
854 | |||
855 | Note that the time needed by Python to compile the given expression |
|
855 | Note that the time needed by Python to compile the given expression | |
856 | will be reported if it is more than 0.1s. In this example, the |
|
856 | will be reported if it is more than 0.1s. In this example, the | |
857 | actual exponentiation is done by Python at compilation time, so while |
|
857 | actual exponentiation is done by Python at compilation time, so while | |
858 | the expression can take a noticeable amount of time to compute, that |
|
858 | the expression can take a noticeable amount of time to compute, that | |
859 | time is purely due to the compilation: |
|
859 | time is purely due to the compilation: | |
860 |
|
860 | |||
861 | In [5]: time 3**9999; |
|
861 | In [5]: time 3**9999; | |
862 | CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s |
|
862 | CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s | |
863 | Wall time: 0.00 s |
|
863 | Wall time: 0.00 s | |
864 |
|
864 | |||
865 | In [6]: time 3**999999; |
|
865 | In [6]: time 3**999999; | |
866 | CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s |
|
866 | CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s | |
867 | Wall time: 0.00 s |
|
867 | Wall time: 0.00 s | |
868 | Compiler : 0.78 s |
|
868 | Compiler : 0.78 s | |
869 | """ |
|
869 | """ | |
870 |
|
870 | |||
871 | # fail immediately if the given expression can't be compiled |
|
871 | # fail immediately if the given expression can't be compiled | |
872 |
|
872 | |||
873 | expr = self.shell.prefilter(parameter_s,False) |
|
873 | expr = self.shell.prefilter(parameter_s,False) | |
874 |
|
874 | |||
875 | # Minimum time above which compilation time will be reported |
|
875 | # Minimum time above which compilation time will be reported | |
876 | tc_min = 0.1 |
|
876 | tc_min = 0.1 | |
877 |
|
877 | |||
878 | try: |
|
878 | try: | |
879 | mode = 'eval' |
|
879 | mode = 'eval' | |
880 | t0 = clock() |
|
880 | t0 = clock() | |
881 | code = compile(expr,'<timed eval>',mode) |
|
881 | code = compile(expr,'<timed eval>',mode) | |
882 | tc = clock()-t0 |
|
882 | tc = clock()-t0 | |
883 | except SyntaxError: |
|
883 | except SyntaxError: | |
884 | mode = 'exec' |
|
884 | mode = 'exec' | |
885 | t0 = clock() |
|
885 | t0 = clock() | |
886 | code = compile(expr,'<timed exec>',mode) |
|
886 | code = compile(expr,'<timed exec>',mode) | |
887 | tc = clock()-t0 |
|
887 | tc = clock()-t0 | |
888 | # skew measurement as little as possible |
|
888 | # skew measurement as little as possible | |
889 | glob = self.shell.user_ns |
|
889 | glob = self.shell.user_ns | |
890 | wtime = time.time |
|
890 | wtime = time.time | |
891 | # time execution |
|
891 | # time execution | |
892 | wall_st = wtime() |
|
892 | wall_st = wtime() | |
893 | if mode=='eval': |
|
893 | if mode=='eval': | |
894 | st = clock2() |
|
894 | st = clock2() | |
895 | out = eval(code, glob, user_locals) |
|
895 | out = eval(code, glob, user_locals) | |
896 | end = clock2() |
|
896 | end = clock2() | |
897 | else: |
|
897 | else: | |
898 | st = clock2() |
|
898 | st = clock2() | |
899 | exec code in glob, user_locals |
|
899 | exec code in glob, user_locals | |
900 | end = clock2() |
|
900 | end = clock2() | |
901 | out = None |
|
901 | out = None | |
902 | wall_end = wtime() |
|
902 | wall_end = wtime() | |
903 | # Compute actual times and report |
|
903 | # Compute actual times and report | |
904 | wall_time = wall_end-wall_st |
|
904 | wall_time = wall_end-wall_st | |
905 | cpu_user = end[0]-st[0] |
|
905 | cpu_user = end[0]-st[0] | |
906 | cpu_sys = end[1]-st[1] |
|
906 | cpu_sys = end[1]-st[1] | |
907 | cpu_tot = cpu_user+cpu_sys |
|
907 | cpu_tot = cpu_user+cpu_sys | |
908 | print "CPU times: user %.2f s, sys: %.2f s, total: %.2f s" % \ |
|
908 | print "CPU times: user %.2f s, sys: %.2f s, total: %.2f s" % \ | |
909 | (cpu_user,cpu_sys,cpu_tot) |
|
909 | (cpu_user,cpu_sys,cpu_tot) | |
910 | print "Wall time: %.2f s" % wall_time |
|
910 | print "Wall time: %.2f s" % wall_time | |
911 | if tc > tc_min: |
|
911 | if tc > tc_min: | |
912 | print "Compiler : %.2f s" % tc |
|
912 | print "Compiler : %.2f s" % tc | |
913 | return out |
|
913 | return out | |
914 |
|
914 | |||
915 | @skip_doctest |
|
915 | @skip_doctest | |
916 | @line_magic |
|
916 | @line_magic | |
917 | def macro(self, parameter_s=''): |
|
917 | def macro(self, parameter_s=''): | |
918 | """Define a macro for future re-execution. It accepts ranges of history, |
|
918 | """Define a macro for future re-execution. It accepts ranges of history, | |
919 | filenames or string objects. |
|
919 | filenames or string objects. | |
920 |
|
920 | |||
921 | Usage:\\ |
|
921 | Usage:\\ | |
922 | %macro [options] name n1-n2 n3-n4 ... n5 .. n6 ... |
|
922 | %macro [options] name n1-n2 n3-n4 ... n5 .. n6 ... | |
923 |
|
923 | |||
924 | Options: |
|
924 | Options: | |
925 |
|
925 | |||
926 | -r: use 'raw' input. By default, the 'processed' history is used, |
|
926 | -r: use 'raw' input. By default, the 'processed' history is used, | |
927 | so that magics are loaded in their transformed version to valid |
|
927 | so that magics are loaded in their transformed version to valid | |
928 | Python. If this option is given, the raw input as typed as the |
|
928 | Python. If this option is given, the raw input as typed as the | |
929 | command line is used instead. |
|
929 | command line is used instead. | |
930 |
|
930 | |||
931 | This will define a global variable called `name` which is a string |
|
931 | This will define a global variable called `name` which is a string | |
932 | made of joining the slices and lines you specify (n1,n2,... numbers |
|
932 | made of joining the slices and lines you specify (n1,n2,... numbers | |
933 | above) from your input history into a single string. This variable |
|
933 | above) from your input history into a single string. This variable | |
934 | acts like an automatic function which re-executes those lines as if |
|
934 | acts like an automatic function which re-executes those lines as if | |
935 | you had typed them. You just type 'name' at the prompt and the code |
|
935 | you had typed them. You just type 'name' at the prompt and the code | |
936 | executes. |
|
936 | executes. | |
937 |
|
937 | |||
938 | The syntax for indicating input ranges is described in %history. |
|
938 | The syntax for indicating input ranges is described in %history. | |
939 |
|
939 | |||
940 | Note: as a 'hidden' feature, you can also use traditional python slice |
|
940 | Note: as a 'hidden' feature, you can also use traditional python slice | |
941 | notation, where N:M means numbers N through M-1. |
|
941 | notation, where N:M means numbers N through M-1. | |
942 |
|
942 | |||
943 | For example, if your history contains (%hist prints it):: |
|
943 | For example, if your history contains (%hist prints it):: | |
944 |
|
944 | |||
945 | 44: x=1 |
|
945 | 44: x=1 | |
946 | 45: y=3 |
|
946 | 45: y=3 | |
947 | 46: z=x+y |
|
947 | 46: z=x+y | |
948 | 47: print x |
|
948 | 47: print x | |
949 | 48: a=5 |
|
949 | 48: a=5 | |
950 | 49: print 'x',x,'y',y |
|
950 | 49: print 'x',x,'y',y | |
951 |
|
951 | |||
952 | you can create a macro with lines 44 through 47 (included) and line 49 |
|
952 | you can create a macro with lines 44 through 47 (included) and line 49 | |
953 | called my_macro with:: |
|
953 | called my_macro with:: | |
954 |
|
954 | |||
955 | In [55]: %macro my_macro 44-47 49 |
|
955 | In [55]: %macro my_macro 44-47 49 | |
956 |
|
956 | |||
957 | Now, typing `my_macro` (without quotes) will re-execute all this code |
|
957 | Now, typing `my_macro` (without quotes) will re-execute all this code | |
958 | in one pass. |
|
958 | in one pass. | |
959 |
|
959 | |||
960 | You don't need to give the line-numbers in order, and any given line |
|
960 | You don't need to give the line-numbers in order, and any given line | |
961 | number can appear multiple times. You can assemble macros with any |
|
961 | number can appear multiple times. You can assemble macros with any | |
962 | lines from your input history in any order. |
|
962 | lines from your input history in any order. | |
963 |
|
963 | |||
964 | The macro is a simple object which holds its value in an attribute, |
|
964 | The macro is a simple object which holds its value in an attribute, | |
965 | but IPython's display system checks for macros and executes them as |
|
965 | but IPython's display system checks for macros and executes them as | |
966 | code instead of printing them when you type their name. |
|
966 | code instead of printing them when you type their name. | |
967 |
|
967 | |||
968 | You can view a macro's contents by explicitly printing it with:: |
|
968 | You can view a macro's contents by explicitly printing it with:: | |
969 |
|
969 | |||
970 | print macro_name |
|
970 | print macro_name | |
971 |
|
971 | |||
972 | """ |
|
972 | """ | |
973 | opts,args = self.parse_options(parameter_s,'r',mode='list') |
|
973 | opts,args = self.parse_options(parameter_s,'r',mode='list') | |
974 | if not args: # List existing macros |
|
974 | if not args: # List existing macros | |
975 | return sorted(k for k,v in self.shell.user_ns.iteritems() if\ |
|
975 | return sorted(k for k,v in self.shell.user_ns.iteritems() if\ | |
976 | isinstance(v, Macro)) |
|
976 | isinstance(v, Macro)) | |
977 | if len(args) == 1: |
|
977 | if len(args) == 1: | |
978 | raise UsageError( |
|
978 | raise UsageError( | |
979 | "%macro insufficient args; usage '%macro name n1-n2 n3-4...") |
|
979 | "%macro insufficient args; usage '%macro name n1-n2 n3-4...") | |
980 | name, codefrom = args[0], " ".join(args[1:]) |
|
980 | name, codefrom = args[0], " ".join(args[1:]) | |
981 |
|
981 | |||
982 | #print 'rng',ranges # dbg |
|
982 | #print 'rng',ranges # dbg | |
983 | try: |
|
983 | try: | |
984 | lines = self.shell.find_user_code(codefrom, 'r' in opts) |
|
984 | lines = self.shell.find_user_code(codefrom, 'r' in opts) | |
985 | except (ValueError, TypeError) as e: |
|
985 | except (ValueError, TypeError) as e: | |
986 | print e.args[0] |
|
986 | print e.args[0] | |
987 | return |
|
987 | return | |
988 | macro = Macro(lines) |
|
988 | macro = Macro(lines) | |
989 | self.shell.define_macro(name, macro) |
|
989 | self.shell.define_macro(name, macro) | |
990 | print 'Macro `%s` created. To execute, type its name (without quotes).' % name |
|
990 | print 'Macro `%s` created. To execute, type its name (without quotes).' % name | |
991 | print '=== Macro contents: ===' |
|
991 | print '=== Macro contents: ===' | |
992 | print macro, |
|
992 | print macro, | |
993 |
|
993 | |||
994 | @magic_arguments.magic_arguments() |
|
994 | @magic_arguments.magic_arguments() | |
995 |
@magic_arguments.argument(' |
|
995 | @magic_arguments.argument('output', type=str, default='', nargs='?', | |
996 |
help="""The name of the variable in which to store |
|
996 | help="""The name of the variable in which to store output. | |
|
997 | This is a utils.io.CapturedIO object with stdout/err attributes | |||
|
998 | for the text of the captured output. | |||
997 |
|
999 | |||
998 | If unspecified: stdout is discarded |
|
1000 | CapturedOutput also has a show() method for displaying the output, | |
999 | """ |
|
1001 | and __call__ as well, so you can use that to quickly display the | |
1000 | ) |
|
1002 | output. | |
1001 | @magic_arguments.argument('-e', '--err', type=str, |
|
|||
1002 | help="""The name of the variable in which to store stderr |
|
|||
1003 |
|
1003 | |||
1004 |
If unspecified |
|
1004 | If unspecified, captured output is discarded. | |
1005 | """ |
|
1005 | """ | |
1006 | ) |
|
1006 | ) | |
|
1007 | @magic_arguments.argument('--no-stderr', action="store_true", | |||
|
1008 | help="""Don't capture stderr.""" | |||
|
1009 | ) | |||
|
1010 | @magic_arguments.argument('--no-stdout', action="store_true", | |||
|
1011 | help="""Don't capture stdout.""" | |||
|
1012 | ) | |||
1007 | @cell_magic |
|
1013 | @cell_magic | |
1008 | def capture(self, line, cell): |
|
1014 | def capture(self, line, cell): | |
1009 | """run the cell, capturing stdout/err""" |
|
1015 | """run the cell, capturing stdout/err""" | |
1010 | args = magic_arguments.parse_argstring(self.capture, line) |
|
1016 | args = magic_arguments.parse_argstring(self.capture, line) | |
1011 | with capture_output() as io: |
|
1017 | out = not args.no_stdout | |
|
1018 | err = not args.no_stderr | |||
|
1019 | with capture_output(out, err) as io: | |||
1012 | self.shell.run_cell(cell) |
|
1020 | self.shell.run_cell(cell) | |
1013 | if args.out: |
|
1021 | if args.output: | |
1014 |
self.shell.user_ns[args.out] = io |
|
1022 | self.shell.user_ns[args.output] = io | |
1015 | if args.err: |
|
|||
1016 | self.shell.user_ns[args.err] = io.stderr |
|
@@ -1,357 +1,381 b'' | |||||
1 | # encoding: utf-8 |
|
1 | # encoding: utf-8 | |
2 | """ |
|
2 | """ | |
3 | IO related utilities. |
|
3 | IO related utilities. | |
4 | """ |
|
4 | """ | |
5 |
|
5 | |||
6 | #----------------------------------------------------------------------------- |
|
6 | #----------------------------------------------------------------------------- | |
7 | # Copyright (C) 2008-2011 The IPython Development Team |
|
7 | # Copyright (C) 2008-2011 The IPython Development Team | |
8 | # |
|
8 | # | |
9 | # Distributed under the terms of the BSD License. The full license is in |
|
9 | # Distributed under the terms of the BSD License. The full license is in | |
10 | # the file COPYING, distributed as part of this software. |
|
10 | # the file COPYING, distributed as part of this software. | |
11 | #----------------------------------------------------------------------------- |
|
11 | #----------------------------------------------------------------------------- | |
12 | from __future__ import print_function |
|
12 | from __future__ import print_function | |
13 |
|
13 | |||
14 | #----------------------------------------------------------------------------- |
|
14 | #----------------------------------------------------------------------------- | |
15 | # Imports |
|
15 | # Imports | |
16 | #----------------------------------------------------------------------------- |
|
16 | #----------------------------------------------------------------------------- | |
17 | import os |
|
17 | import os | |
18 | import sys |
|
18 | import sys | |
19 | import tempfile |
|
19 | import tempfile | |
20 | from StringIO import StringIO |
|
20 | from StringIO import StringIO | |
21 |
|
21 | |||
22 | #----------------------------------------------------------------------------- |
|
22 | #----------------------------------------------------------------------------- | |
23 | # Code |
|
23 | # Code | |
24 | #----------------------------------------------------------------------------- |
|
24 | #----------------------------------------------------------------------------- | |
25 |
|
25 | |||
26 |
|
26 | |||
27 | class IOStream: |
|
27 | class IOStream: | |
28 |
|
28 | |||
29 | def __init__(self,stream, fallback=None): |
|
29 | def __init__(self,stream, fallback=None): | |
30 | if not hasattr(stream,'write') or not hasattr(stream,'flush'): |
|
30 | if not hasattr(stream,'write') or not hasattr(stream,'flush'): | |
31 | if fallback is not None: |
|
31 | if fallback is not None: | |
32 | stream = fallback |
|
32 | stream = fallback | |
33 | else: |
|
33 | else: | |
34 | raise ValueError("fallback required, but not specified") |
|
34 | raise ValueError("fallback required, but not specified") | |
35 | self.stream = stream |
|
35 | self.stream = stream | |
36 | self._swrite = stream.write |
|
36 | self._swrite = stream.write | |
37 |
|
37 | |||
38 | # clone all methods not overridden: |
|
38 | # clone all methods not overridden: | |
39 | def clone(meth): |
|
39 | def clone(meth): | |
40 | return not hasattr(self, meth) and not meth.startswith('_') |
|
40 | return not hasattr(self, meth) and not meth.startswith('_') | |
41 | for meth in filter(clone, dir(stream)): |
|
41 | for meth in filter(clone, dir(stream)): | |
42 | setattr(self, meth, getattr(stream, meth)) |
|
42 | setattr(self, meth, getattr(stream, meth)) | |
43 |
|
43 | |||
44 | def write(self,data): |
|
44 | def write(self,data): | |
45 | try: |
|
45 | try: | |
46 | self._swrite(data) |
|
46 | self._swrite(data) | |
47 | except: |
|
47 | except: | |
48 | try: |
|
48 | try: | |
49 | # print handles some unicode issues which may trip a plain |
|
49 | # print handles some unicode issues which may trip a plain | |
50 | # write() call. Emulate write() by using an empty end |
|
50 | # write() call. Emulate write() by using an empty end | |
51 | # argument. |
|
51 | # argument. | |
52 | print(data, end='', file=self.stream) |
|
52 | print(data, end='', file=self.stream) | |
53 | except: |
|
53 | except: | |
54 | # if we get here, something is seriously broken. |
|
54 | # if we get here, something is seriously broken. | |
55 | print('ERROR - failed to write data to stream:', self.stream, |
|
55 | print('ERROR - failed to write data to stream:', self.stream, | |
56 | file=sys.stderr) |
|
56 | file=sys.stderr) | |
57 |
|
57 | |||
58 | def writelines(self, lines): |
|
58 | def writelines(self, lines): | |
59 | if isinstance(lines, basestring): |
|
59 | if isinstance(lines, basestring): | |
60 | lines = [lines] |
|
60 | lines = [lines] | |
61 | for line in lines: |
|
61 | for line in lines: | |
62 | self.write(line) |
|
62 | self.write(line) | |
63 |
|
63 | |||
64 | # This class used to have a writeln method, but regular files and streams |
|
64 | # This class used to have a writeln method, but regular files and streams | |
65 | # in Python don't have this method. We need to keep this completely |
|
65 | # in Python don't have this method. We need to keep this completely | |
66 | # compatible so we removed it. |
|
66 | # compatible so we removed it. | |
67 |
|
67 | |||
68 | @property |
|
68 | @property | |
69 | def closed(self): |
|
69 | def closed(self): | |
70 | return self.stream.closed |
|
70 | return self.stream.closed | |
71 |
|
71 | |||
72 | def close(self): |
|
72 | def close(self): | |
73 | pass |
|
73 | pass | |
74 |
|
74 | |||
75 | # setup stdin/stdout/stderr to sys.stdin/sys.stdout/sys.stderr |
|
75 | # setup stdin/stdout/stderr to sys.stdin/sys.stdout/sys.stderr | |
76 | devnull = open(os.devnull, 'a') |
|
76 | devnull = open(os.devnull, 'a') | |
77 | stdin = IOStream(sys.stdin, fallback=devnull) |
|
77 | stdin = IOStream(sys.stdin, fallback=devnull) | |
78 | stdout = IOStream(sys.stdout, fallback=devnull) |
|
78 | stdout = IOStream(sys.stdout, fallback=devnull) | |
79 | stderr = IOStream(sys.stderr, fallback=devnull) |
|
79 | stderr = IOStream(sys.stderr, fallback=devnull) | |
80 |
|
80 | |||
81 | class IOTerm: |
|
81 | class IOTerm: | |
82 | """ Term holds the file or file-like objects for handling I/O operations. |
|
82 | """ Term holds the file or file-like objects for handling I/O operations. | |
83 |
|
83 | |||
84 | These are normally just sys.stdin, sys.stdout and sys.stderr but for |
|
84 | These are normally just sys.stdin, sys.stdout and sys.stderr but for | |
85 | Windows they can can replaced to allow editing the strings before they are |
|
85 | Windows they can can replaced to allow editing the strings before they are | |
86 | displayed.""" |
|
86 | displayed.""" | |
87 |
|
87 | |||
88 | # In the future, having IPython channel all its I/O operations through |
|
88 | # In the future, having IPython channel all its I/O operations through | |
89 | # this class will make it easier to embed it into other environments which |
|
89 | # this class will make it easier to embed it into other environments which | |
90 | # are not a normal terminal (such as a GUI-based shell) |
|
90 | # are not a normal terminal (such as a GUI-based shell) | |
91 | def __init__(self, stdin=None, stdout=None, stderr=None): |
|
91 | def __init__(self, stdin=None, stdout=None, stderr=None): | |
92 | mymodule = sys.modules[__name__] |
|
92 | mymodule = sys.modules[__name__] | |
93 | self.stdin = IOStream(stdin, mymodule.stdin) |
|
93 | self.stdin = IOStream(stdin, mymodule.stdin) | |
94 | self.stdout = IOStream(stdout, mymodule.stdout) |
|
94 | self.stdout = IOStream(stdout, mymodule.stdout) | |
95 | self.stderr = IOStream(stderr, mymodule.stderr) |
|
95 | self.stderr = IOStream(stderr, mymodule.stderr) | |
96 |
|
96 | |||
97 |
|
97 | |||
98 | class Tee(object): |
|
98 | class Tee(object): | |
99 | """A class to duplicate an output stream to stdout/err. |
|
99 | """A class to duplicate an output stream to stdout/err. | |
100 |
|
100 | |||
101 | This works in a manner very similar to the Unix 'tee' command. |
|
101 | This works in a manner very similar to the Unix 'tee' command. | |
102 |
|
102 | |||
103 | When the object is closed or deleted, it closes the original file given to |
|
103 | When the object is closed or deleted, it closes the original file given to | |
104 | it for duplication. |
|
104 | it for duplication. | |
105 | """ |
|
105 | """ | |
106 | # Inspired by: |
|
106 | # Inspired by: | |
107 | # http://mail.python.org/pipermail/python-list/2007-May/442737.html |
|
107 | # http://mail.python.org/pipermail/python-list/2007-May/442737.html | |
108 |
|
108 | |||
109 | def __init__(self, file_or_name, mode="w", channel='stdout'): |
|
109 | def __init__(self, file_or_name, mode="w", channel='stdout'): | |
110 | """Construct a new Tee object. |
|
110 | """Construct a new Tee object. | |
111 |
|
111 | |||
112 | Parameters |
|
112 | Parameters | |
113 | ---------- |
|
113 | ---------- | |
114 | file_or_name : filename or open filehandle (writable) |
|
114 | file_or_name : filename or open filehandle (writable) | |
115 | File that will be duplicated |
|
115 | File that will be duplicated | |
116 |
|
116 | |||
117 | mode : optional, valid mode for open(). |
|
117 | mode : optional, valid mode for open(). | |
118 | If a filename was give, open with this mode. |
|
118 | If a filename was give, open with this mode. | |
119 |
|
119 | |||
120 | channel : str, one of ['stdout', 'stderr'] |
|
120 | channel : str, one of ['stdout', 'stderr'] | |
121 | """ |
|
121 | """ | |
122 | if channel not in ['stdout', 'stderr']: |
|
122 | if channel not in ['stdout', 'stderr']: | |
123 | raise ValueError('Invalid channel spec %s' % channel) |
|
123 | raise ValueError('Invalid channel spec %s' % channel) | |
124 |
|
124 | |||
125 | if hasattr(file_or_name, 'write') and hasattr(file_or_name, 'seek'): |
|
125 | if hasattr(file_or_name, 'write') and hasattr(file_or_name, 'seek'): | |
126 | self.file = file_or_name |
|
126 | self.file = file_or_name | |
127 | else: |
|
127 | else: | |
128 | self.file = open(file_or_name, mode) |
|
128 | self.file = open(file_or_name, mode) | |
129 | self.channel = channel |
|
129 | self.channel = channel | |
130 | self.ostream = getattr(sys, channel) |
|
130 | self.ostream = getattr(sys, channel) | |
131 | setattr(sys, channel, self) |
|
131 | setattr(sys, channel, self) | |
132 | self._closed = False |
|
132 | self._closed = False | |
133 |
|
133 | |||
134 | def close(self): |
|
134 | def close(self): | |
135 | """Close the file and restore the channel.""" |
|
135 | """Close the file and restore the channel.""" | |
136 | self.flush() |
|
136 | self.flush() | |
137 | setattr(sys, self.channel, self.ostream) |
|
137 | setattr(sys, self.channel, self.ostream) | |
138 | self.file.close() |
|
138 | self.file.close() | |
139 | self._closed = True |
|
139 | self._closed = True | |
140 |
|
140 | |||
141 | def write(self, data): |
|
141 | def write(self, data): | |
142 | """Write data to both channels.""" |
|
142 | """Write data to both channels.""" | |
143 | self.file.write(data) |
|
143 | self.file.write(data) | |
144 | self.ostream.write(data) |
|
144 | self.ostream.write(data) | |
145 | self.ostream.flush() |
|
145 | self.ostream.flush() | |
146 |
|
146 | |||
147 | def flush(self): |
|
147 | def flush(self): | |
148 | """Flush both channels.""" |
|
148 | """Flush both channels.""" | |
149 | self.file.flush() |
|
149 | self.file.flush() | |
150 | self.ostream.flush() |
|
150 | self.ostream.flush() | |
151 |
|
151 | |||
152 | def __del__(self): |
|
152 | def __del__(self): | |
153 | if not self._closed: |
|
153 | if not self._closed: | |
154 | self.close() |
|
154 | self.close() | |
155 |
|
155 | |||
156 |
|
156 | |||
157 | def file_read(filename): |
|
157 | def file_read(filename): | |
158 | """Read a file and close it. Returns the file source.""" |
|
158 | """Read a file and close it. Returns the file source.""" | |
159 | fobj = open(filename,'r'); |
|
159 | fobj = open(filename,'r'); | |
160 | source = fobj.read(); |
|
160 | source = fobj.read(); | |
161 | fobj.close() |
|
161 | fobj.close() | |
162 | return source |
|
162 | return source | |
163 |
|
163 | |||
164 |
|
164 | |||
165 | def file_readlines(filename): |
|
165 | def file_readlines(filename): | |
166 | """Read a file and close it. Returns the file source using readlines().""" |
|
166 | """Read a file and close it. Returns the file source using readlines().""" | |
167 | fobj = open(filename,'r'); |
|
167 | fobj = open(filename,'r'); | |
168 | lines = fobj.readlines(); |
|
168 | lines = fobj.readlines(); | |
169 | fobj.close() |
|
169 | fobj.close() | |
170 | return lines |
|
170 | return lines | |
171 |
|
171 | |||
172 |
|
172 | |||
173 | def raw_input_multi(header='', ps1='==> ', ps2='..> ',terminate_str = '.'): |
|
173 | def raw_input_multi(header='', ps1='==> ', ps2='..> ',terminate_str = '.'): | |
174 | """Take multiple lines of input. |
|
174 | """Take multiple lines of input. | |
175 |
|
175 | |||
176 | A list with each line of input as a separate element is returned when a |
|
176 | A list with each line of input as a separate element is returned when a | |
177 | termination string is entered (defaults to a single '.'). Input can also |
|
177 | termination string is entered (defaults to a single '.'). Input can also | |
178 | terminate via EOF (^D in Unix, ^Z-RET in Windows). |
|
178 | terminate via EOF (^D in Unix, ^Z-RET in Windows). | |
179 |
|
179 | |||
180 | Lines of input which end in \\ are joined into single entries (and a |
|
180 | Lines of input which end in \\ are joined into single entries (and a | |
181 | secondary continuation prompt is issued as long as the user terminates |
|
181 | secondary continuation prompt is issued as long as the user terminates | |
182 | lines with \\). This allows entering very long strings which are still |
|
182 | lines with \\). This allows entering very long strings which are still | |
183 | meant to be treated as single entities. |
|
183 | meant to be treated as single entities. | |
184 | """ |
|
184 | """ | |
185 |
|
185 | |||
186 | try: |
|
186 | try: | |
187 | if header: |
|
187 | if header: | |
188 | header += '\n' |
|
188 | header += '\n' | |
189 | lines = [raw_input(header + ps1)] |
|
189 | lines = [raw_input(header + ps1)] | |
190 | except EOFError: |
|
190 | except EOFError: | |
191 | return [] |
|
191 | return [] | |
192 | terminate = [terminate_str] |
|
192 | terminate = [terminate_str] | |
193 | try: |
|
193 | try: | |
194 | while lines[-1:] != terminate: |
|
194 | while lines[-1:] != terminate: | |
195 | new_line = raw_input(ps1) |
|
195 | new_line = raw_input(ps1) | |
196 | while new_line.endswith('\\'): |
|
196 | while new_line.endswith('\\'): | |
197 | new_line = new_line[:-1] + raw_input(ps2) |
|
197 | new_line = new_line[:-1] + raw_input(ps2) | |
198 | lines.append(new_line) |
|
198 | lines.append(new_line) | |
199 |
|
199 | |||
200 | return lines[:-1] # don't return the termination command |
|
200 | return lines[:-1] # don't return the termination command | |
201 | except EOFError: |
|
201 | except EOFError: | |
202 | print() |
|
202 | print() | |
203 | return lines |
|
203 | return lines | |
204 |
|
204 | |||
205 |
|
205 | |||
206 | def raw_input_ext(prompt='', ps2='... '): |
|
206 | def raw_input_ext(prompt='', ps2='... '): | |
207 | """Similar to raw_input(), but accepts extended lines if input ends with \\.""" |
|
207 | """Similar to raw_input(), but accepts extended lines if input ends with \\.""" | |
208 |
|
208 | |||
209 | line = raw_input(prompt) |
|
209 | line = raw_input(prompt) | |
210 | while line.endswith('\\'): |
|
210 | while line.endswith('\\'): | |
211 | line = line[:-1] + raw_input(ps2) |
|
211 | line = line[:-1] + raw_input(ps2) | |
212 | return line |
|
212 | return line | |
213 |
|
213 | |||
214 |
|
214 | |||
215 | def ask_yes_no(prompt,default=None): |
|
215 | def ask_yes_no(prompt,default=None): | |
216 | """Asks a question and returns a boolean (y/n) answer. |
|
216 | """Asks a question and returns a boolean (y/n) answer. | |
217 |
|
217 | |||
218 | If default is given (one of 'y','n'), it is used if the user input is |
|
218 | If default is given (one of 'y','n'), it is used if the user input is | |
219 | empty. Otherwise the question is repeated until an answer is given. |
|
219 | empty. Otherwise the question is repeated until an answer is given. | |
220 |
|
220 | |||
221 | An EOF is treated as the default answer. If there is no default, an |
|
221 | An EOF is treated as the default answer. If there is no default, an | |
222 | exception is raised to prevent infinite loops. |
|
222 | exception is raised to prevent infinite loops. | |
223 |
|
223 | |||
224 | Valid answers are: y/yes/n/no (match is not case sensitive).""" |
|
224 | Valid answers are: y/yes/n/no (match is not case sensitive).""" | |
225 |
|
225 | |||
226 | answers = {'y':True,'n':False,'yes':True,'no':False} |
|
226 | answers = {'y':True,'n':False,'yes':True,'no':False} | |
227 | ans = None |
|
227 | ans = None | |
228 | while ans not in answers.keys(): |
|
228 | while ans not in answers.keys(): | |
229 | try: |
|
229 | try: | |
230 | ans = raw_input(prompt+' ').lower() |
|
230 | ans = raw_input(prompt+' ').lower() | |
231 | if not ans: # response was an empty string |
|
231 | if not ans: # response was an empty string | |
232 | ans = default |
|
232 | ans = default | |
233 | except KeyboardInterrupt: |
|
233 | except KeyboardInterrupt: | |
234 | pass |
|
234 | pass | |
235 | except EOFError: |
|
235 | except EOFError: | |
236 | if default in answers.keys(): |
|
236 | if default in answers.keys(): | |
237 | ans = default |
|
237 | ans = default | |
238 | print() |
|
238 | print() | |
239 | else: |
|
239 | else: | |
240 | raise |
|
240 | raise | |
241 |
|
241 | |||
242 | return answers[ans] |
|
242 | return answers[ans] | |
243 |
|
243 | |||
244 |
|
244 | |||
245 | class NLprinter: |
|
245 | class NLprinter: | |
246 | """Print an arbitrarily nested list, indicating index numbers. |
|
246 | """Print an arbitrarily nested list, indicating index numbers. | |
247 |
|
247 | |||
248 | An instance of this class called nlprint is available and callable as a |
|
248 | An instance of this class called nlprint is available and callable as a | |
249 | function. |
|
249 | function. | |
250 |
|
250 | |||
251 | nlprint(list,indent=' ',sep=': ') -> prints indenting each level by 'indent' |
|
251 | nlprint(list,indent=' ',sep=': ') -> prints indenting each level by 'indent' | |
252 | and using 'sep' to separate the index from the value. """ |
|
252 | and using 'sep' to separate the index from the value. """ | |
253 |
|
253 | |||
254 | def __init__(self): |
|
254 | def __init__(self): | |
255 | self.depth = 0 |
|
255 | self.depth = 0 | |
256 |
|
256 | |||
257 | def __call__(self,lst,pos='',**kw): |
|
257 | def __call__(self,lst,pos='',**kw): | |
258 | """Prints the nested list numbering levels.""" |
|
258 | """Prints the nested list numbering levels.""" | |
259 | kw.setdefault('indent',' ') |
|
259 | kw.setdefault('indent',' ') | |
260 | kw.setdefault('sep',': ') |
|
260 | kw.setdefault('sep',': ') | |
261 | kw.setdefault('start',0) |
|
261 | kw.setdefault('start',0) | |
262 | kw.setdefault('stop',len(lst)) |
|
262 | kw.setdefault('stop',len(lst)) | |
263 | # we need to remove start and stop from kw so they don't propagate |
|
263 | # we need to remove start and stop from kw so they don't propagate | |
264 | # into a recursive call for a nested list. |
|
264 | # into a recursive call for a nested list. | |
265 | start = kw['start']; del kw['start'] |
|
265 | start = kw['start']; del kw['start'] | |
266 | stop = kw['stop']; del kw['stop'] |
|
266 | stop = kw['stop']; del kw['stop'] | |
267 | if self.depth == 0 and 'header' in kw.keys(): |
|
267 | if self.depth == 0 and 'header' in kw.keys(): | |
268 | print(kw['header']) |
|
268 | print(kw['header']) | |
269 |
|
269 | |||
270 | for idx in range(start,stop): |
|
270 | for idx in range(start,stop): | |
271 | elem = lst[idx] |
|
271 | elem = lst[idx] | |
272 | newpos = pos + str(idx) |
|
272 | newpos = pos + str(idx) | |
273 | if type(elem)==type([]): |
|
273 | if type(elem)==type([]): | |
274 | self.depth += 1 |
|
274 | self.depth += 1 | |
275 | self.__call__(elem, newpos+",", **kw) |
|
275 | self.__call__(elem, newpos+",", **kw) | |
276 | self.depth -= 1 |
|
276 | self.depth -= 1 | |
277 | else: |
|
277 | else: | |
278 | print(kw['indent']*self.depth + newpos + kw["sep"] + repr(elem)) |
|
278 | print(kw['indent']*self.depth + newpos + kw["sep"] + repr(elem)) | |
279 |
|
279 | |||
280 | nlprint = NLprinter() |
|
280 | nlprint = NLprinter() | |
281 |
|
281 | |||
282 |
|
282 | |||
283 | def temp_pyfile(src, ext='.py'): |
|
283 | def temp_pyfile(src, ext='.py'): | |
284 | """Make a temporary python file, return filename and filehandle. |
|
284 | """Make a temporary python file, return filename and filehandle. | |
285 |
|
285 | |||
286 | Parameters |
|
286 | Parameters | |
287 | ---------- |
|
287 | ---------- | |
288 | src : string or list of strings (no need for ending newlines if list) |
|
288 | src : string or list of strings (no need for ending newlines if list) | |
289 | Source code to be written to the file. |
|
289 | Source code to be written to the file. | |
290 |
|
290 | |||
291 | ext : optional, string |
|
291 | ext : optional, string | |
292 | Extension for the generated file. |
|
292 | Extension for the generated file. | |
293 |
|
293 | |||
294 | Returns |
|
294 | Returns | |
295 | ------- |
|
295 | ------- | |
296 | (filename, open filehandle) |
|
296 | (filename, open filehandle) | |
297 | It is the caller's responsibility to close the open file and unlink it. |
|
297 | It is the caller's responsibility to close the open file and unlink it. | |
298 | """ |
|
298 | """ | |
299 | fname = tempfile.mkstemp(ext)[1] |
|
299 | fname = tempfile.mkstemp(ext)[1] | |
300 | f = open(fname,'w') |
|
300 | f = open(fname,'w') | |
301 | f.write(src) |
|
301 | f.write(src) | |
302 | f.flush() |
|
302 | f.flush() | |
303 | return fname, f |
|
303 | return fname, f | |
304 |
|
304 | |||
305 |
|
305 | |||
306 | def raw_print(*args, **kw): |
|
306 | def raw_print(*args, **kw): | |
307 | """Raw print to sys.__stdout__, otherwise identical interface to print().""" |
|
307 | """Raw print to sys.__stdout__, otherwise identical interface to print().""" | |
308 |
|
308 | |||
309 | print(*args, sep=kw.get('sep', ' '), end=kw.get('end', '\n'), |
|
309 | print(*args, sep=kw.get('sep', ' '), end=kw.get('end', '\n'), | |
310 | file=sys.__stdout__) |
|
310 | file=sys.__stdout__) | |
311 | sys.__stdout__.flush() |
|
311 | sys.__stdout__.flush() | |
312 |
|
312 | |||
313 |
|
313 | |||
314 | def raw_print_err(*args, **kw): |
|
314 | def raw_print_err(*args, **kw): | |
315 | """Raw print to sys.__stderr__, otherwise identical interface to print().""" |
|
315 | """Raw print to sys.__stderr__, otherwise identical interface to print().""" | |
316 |
|
316 | |||
317 | print(*args, sep=kw.get('sep', ' '), end=kw.get('end', '\n'), |
|
317 | print(*args, sep=kw.get('sep', ' '), end=kw.get('end', '\n'), | |
318 | file=sys.__stderr__) |
|
318 | file=sys.__stderr__) | |
319 | sys.__stderr__.flush() |
|
319 | sys.__stderr__.flush() | |
320 |
|
320 | |||
321 |
|
321 | |||
322 | # Short aliases for quick debugging, do NOT use these in production code. |
|
322 | # Short aliases for quick debugging, do NOT use these in production code. | |
323 | rprint = raw_print |
|
323 | rprint = raw_print | |
324 | rprinte = raw_print_err |
|
324 | rprinte = raw_print_err | |
325 |
|
325 | |||
326 |
|
326 | |||
327 | class CapturedIO(object): |
|
327 | class CapturedIO(object): | |
328 | """Simple object for containing captured stdout/err StringIO objects""" |
|
328 | """Simple object for containing captured stdout/err StringIO objects""" | |
329 |
|
329 | |||
330 | def __init__(self, stdout, stderr): |
|
330 | def __init__(self, stdout, stderr): | |
331 |
self.stdout |
|
331 | self._stdout = stdout | |
332 |
self.stderr |
|
332 | self._stderr = stderr | |
333 |
|
333 | |||
334 | @property |
|
334 | @property | |
335 | def stdout(self): |
|
335 | def stdout(self): | |
336 |
|
|
336 | if not self._stdout: | |
|
337 | return '' | |||
|
338 | return self._stdout.getvalue() | |||
337 |
|
339 | |||
338 | @property |
|
340 | @property | |
339 | def stderr(self): |
|
341 | def stderr(self): | |
340 |
|
|
342 | if not self._stderr: | |
|
343 | return '' | |||
|
344 | return self._stderr.getvalue() | |||
|
345 | ||||
|
346 | def show(self): | |||
|
347 | """write my output to sys.stdout/err as appropriate""" | |||
|
348 | sys.stdout.write(self.stdout) | |||
|
349 | sys.stderr.write(self.stderr) | |||
|
350 | sys.stdout.flush() | |||
|
351 | sys.stderr.flush() | |||
|
352 | ||||
|
353 | __call__ = show | |||
341 |
|
354 | |||
342 |
|
355 | |||
343 | class capture_output(object): |
|
356 | class capture_output(object): | |
344 | """context manager for capturing stdout/err""" |
|
357 | """context manager for capturing stdout/err""" | |
|
358 | stdout = True | |||
|
359 | stderr = True | |||
|
360 | ||||
|
361 | def __init__(self, stdout=True, stderr=True): | |||
|
362 | self.stdout = stdout | |||
|
363 | self.stderr = stderr | |||
345 |
|
364 | |||
346 | def __enter__(self): |
|
365 | def __enter__(self): | |
347 | self.sys_stdout = sys.stdout |
|
366 | self.sys_stdout = sys.stdout | |
348 | self.sys_stderr = sys.stderr |
|
367 | self.sys_stderr = sys.stderr | |
349 | stdout = sys.stdout = StringIO() |
|
368 | ||
350 |
stderr = |
|
369 | stdout = stderr = False | |
|
370 | if self.stdout: | |||
|
371 | stdout = sys.stdout = StringIO() | |||
|
372 | if self.stderr: | |||
|
373 | stderr = sys.stderr = StringIO() | |||
|
374 | ||||
351 | return CapturedIO(stdout, stderr) |
|
375 | return CapturedIO(stdout, stderr) | |
352 |
|
376 | |||
353 | def __exit__(self, exc_type, exc_value, traceback): |
|
377 | def __exit__(self, exc_type, exc_value, traceback): | |
354 | sys.stdout = self.sys_stdout |
|
378 | sys.stdout = self.sys_stdout | |
355 | sys.stderr = self.sys_stderr |
|
379 | sys.stderr = self.sys_stderr | |
356 |
|
380 | |||
357 |
|
381 |
@@ -1,131 +1,182 b'' | |||||
1 | { |
|
1 | { | |
2 | "metadata": { |
|
2 | "metadata": { | |
3 | "name": "Capturing Output" |
|
3 | "name": "Capturing Output" | |
4 | }, |
|
4 | }, | |
5 | "nbformat": 3, |
|
5 | "nbformat": 3, | |
6 | "worksheets": [ |
|
6 | "worksheets": [ | |
7 | { |
|
7 | { | |
8 | "cells": [ |
|
8 | "cells": [ | |
9 | { |
|
9 | { | |
10 | "cell_type": "heading", |
|
10 | "cell_type": "heading", | |
11 | "level": 1, |
|
11 | "level": 1, | |
12 | "source": [ |
|
12 | "source": [ | |
13 | "Capturing Output with <tt>%%capture</tt>" |
|
13 | "Capturing Output with <tt>%%capture</tt>" | |
14 | ] |
|
14 | ] | |
15 | }, |
|
15 | }, | |
16 | { |
|
16 | { | |
17 | "cell_type": "markdown", |
|
17 | "cell_type": "markdown", | |
18 | "source": [ |
|
18 | "source": [ | |
19 | "One of IPython's new cell magics is `%%capture`, which captures stdout/err for a cell,", |
|
19 | "One of IPython's new cell magics is `%%capture`, which captures stdout/err for a cell,", | |
20 | "and discards them or stores them in variables in your namespace." |
|
20 | "and discards them or stores them in variables in your namespace." | |
21 | ] |
|
21 | ] | |
22 | }, |
|
22 | }, | |
23 | { |
|
23 | { | |
24 | "cell_type": "code", |
|
24 | "cell_type": "code", | |
25 | "input": [ |
|
25 | "input": [ | |
26 | "import sys" |
|
26 | "import sys" | |
27 | ], |
|
27 | ], | |
28 | "language": "python", |
|
28 | "language": "python", | |
29 | "outputs": [] |
|
29 | "outputs": [] | |
30 | }, |
|
30 | }, | |
31 | { |
|
31 | { | |
32 | "cell_type": "markdown", |
|
32 | "cell_type": "markdown", | |
33 | "source": [ |
|
33 | "source": [ | |
34 | "By default, it just swallows it up. This is a simple way to suppress unwanted output." |
|
34 | "By default, it just swallows it up. This is a simple way to suppress unwanted output." | |
35 | ] |
|
35 | ] | |
36 | }, |
|
36 | }, | |
37 | { |
|
37 | { | |
38 | "cell_type": "code", |
|
38 | "cell_type": "code", | |
39 | "input": [ |
|
39 | "input": [ | |
40 | "%%capture", |
|
40 | "%%capture", | |
41 | "print 'hi, stdout'", |
|
41 | "print 'hi, stdout'", | |
42 | "print >> sys.stderr, 'hi, stderr'" |
|
42 | "print >> sys.stderr, 'hi, stderr'" | |
43 | ], |
|
43 | ], | |
44 | "language": "python", |
|
44 | "language": "python", | |
45 | "outputs": [] |
|
45 | "outputs": [] | |
46 | }, |
|
46 | }, | |
47 | { |
|
47 | { | |
48 | "cell_type": "markdown", |
|
48 | "cell_type": "markdown", | |
49 | "source": [ |
|
49 | "source": [ | |
50 |
"If you specify |
|
50 | "If you specify a name, then stdout and stderr will be stored in an object in your namespace." | |
51 | ] |
|
51 | ] | |
52 | }, |
|
52 | }, | |
53 | { |
|
53 | { | |
54 | "cell_type": "code", |
|
54 | "cell_type": "code", | |
55 | "input": [ |
|
55 | "input": [ | |
56 |
"%%capture |
|
56 | "%%capture captured", | |
57 | "print 'hi, stdout'", |
|
57 | "print 'hi, stdout'", | |
58 | "print >> sys.stderr, 'hi, stderr'" |
|
58 | "print >> sys.stderr, 'hi, stderr'" | |
59 | ], |
|
59 | ], | |
60 | "language": "python", |
|
60 | "language": "python", | |
61 | "outputs": [] |
|
61 | "outputs": [] | |
62 | }, |
|
62 | }, | |
63 | { |
|
63 | { | |
64 | "cell_type": "code", |
|
64 | "cell_type": "code", | |
65 | "input": [ |
|
65 | "input": [ | |
66 |
" |
|
66 | "captured" | |
|
67 | ], | |||
|
68 | "language": "python", | |||
|
69 | "outputs": [] | |||
|
70 | }, | |||
|
71 | { | |||
|
72 | "cell_type": "markdown", | |||
|
73 | "source": [ | |||
|
74 | "Calling the object writes the output to stdout/err as appropriate." | |||
|
75 | ] | |||
|
76 | }, | |||
|
77 | { | |||
|
78 | "cell_type": "code", | |||
|
79 | "input": [ | |||
|
80 | "captured()" | |||
67 | ], |
|
81 | ], | |
68 | "language": "python", |
|
82 | "language": "python", | |
69 | "outputs": [] |
|
83 | "outputs": [] | |
70 | }, |
|
84 | }, | |
71 | { |
|
85 | { | |
72 | "cell_type": "code", |
|
86 | "cell_type": "code", | |
73 | "input": [ |
|
87 | "input": [ | |
74 |
" |
|
88 | "captured.stdout" | |
75 | "print 'hi again, stdout'", |
|
|||
76 | "print >> sys.stderr, 'hi there, stderr'" |
|
|||
77 | ], |
|
89 | ], | |
78 | "language": "python", |
|
90 | "language": "python", | |
79 | "outputs": [] |
|
91 | "outputs": [] | |
80 | }, |
|
92 | }, | |
81 | { |
|
93 | { | |
82 | "cell_type": "code", |
|
94 | "cell_type": "code", | |
83 | "input": [ |
|
95 | "input": [ | |
84 | "sys.stdout.write(my_stdout2)", |
|
96 | "captured.stderr" | |
85 | "sys.stderr.write(my_stderr)" |
|
|||
86 | ], |
|
97 | ], | |
87 | "language": "python", |
|
98 | "language": "python", | |
88 | "outputs": [] |
|
99 | "outputs": [] | |
89 | }, |
|
100 | }, | |
90 | { |
|
101 | { | |
91 | "cell_type": "markdown", |
|
102 | "cell_type": "markdown", | |
92 | "source": [ |
|
103 | "source": [ | |
93 | "`%%capture` only captures stdout/err, not displaypub, so you can still do plots and use the display protocol inside %%capture" |
|
104 | "`%%capture` only captures stdout/err, not displaypub, so you can still do plots and use the display protocol inside %%capture" | |
94 | ] |
|
105 | ] | |
95 | }, |
|
106 | }, | |
96 | { |
|
107 | { | |
97 | "cell_type": "code", |
|
108 | "cell_type": "code", | |
98 | "input": [ |
|
109 | "input": [ | |
99 | "%pylab inline" |
|
110 | "%pylab inline" | |
100 | ], |
|
111 | ], | |
101 | "language": "python", |
|
112 | "language": "python", | |
102 | "outputs": [] |
|
113 | "outputs": [] | |
103 | }, |
|
114 | }, | |
104 | { |
|
115 | { | |
105 | "cell_type": "code", |
|
116 | "cell_type": "code", | |
106 | "input": [ |
|
117 | "input": [ | |
107 |
"%%capture |
|
118 | "%%capture wontshutup", | |
108 | "", |
|
119 | "", | |
109 | "print \"setting up X\"", |
|
120 | "print \"setting up X\"", | |
110 | "x = np.linspace(0,5,1000)", |
|
121 | "x = np.linspace(0,5,1000)", | |
111 | "print \"step 2: constructing y-data\"", |
|
122 | "print \"step 2: constructing y-data\"", | |
112 | "y = np.sin(x)", |
|
123 | "y = np.sin(x)", | |
113 | "print \"step 3: display info about y\"", |
|
124 | "print \"step 3: display info about y\"", | |
114 | "plt.plot(x,y)", |
|
125 | "plt.plot(x,y)", | |
115 | "print \"okay, I'm done now\"" |
|
126 | "print \"okay, I'm done now\"" | |
116 | ], |
|
127 | ], | |
117 | "language": "python", |
|
128 | "language": "python", | |
118 | "outputs": [] |
|
129 | "outputs": [] | |
119 | }, |
|
130 | }, | |
120 | { |
|
131 | { | |
121 | "cell_type": "code", |
|
132 | "cell_type": "code", | |
122 | "input": [ |
|
133 | "input": [ | |
123 |
" |
|
134 | "wontshutup()" | |
|
135 | ], | |||
|
136 | "language": "python", | |||
|
137 | "outputs": [] | |||
|
138 | }, | |||
|
139 | { | |||
|
140 | "cell_type": "markdown", | |||
|
141 | "source": [ | |||
|
142 | "And you can selectively disable capturing stdout or stderr by passing `--no-stdout/err`." | |||
|
143 | ] | |||
|
144 | }, | |||
|
145 | { | |||
|
146 | "cell_type": "code", | |||
|
147 | "input": [ | |||
|
148 | "%%capture cap --no-stderr", | |||
|
149 | "print 'hi, stdout'", | |||
|
150 | "print >> sys.stderr, \"hello, stderr\"" | |||
|
151 | ], | |||
|
152 | "language": "python", | |||
|
153 | "outputs": [] | |||
|
154 | }, | |||
|
155 | { | |||
|
156 | "cell_type": "code", | |||
|
157 | "input": [ | |||
|
158 | "cap.stdout" | |||
|
159 | ], | |||
|
160 | "language": "python", | |||
|
161 | "outputs": [] | |||
|
162 | }, | |||
|
163 | { | |||
|
164 | "cell_type": "code", | |||
|
165 | "input": [ | |||
|
166 | "cap.stderr" | |||
|
167 | ], | |||
|
168 | "language": "python", | |||
|
169 | "outputs": [] | |||
|
170 | }, | |||
|
171 | { | |||
|
172 | "cell_type": "code", | |||
|
173 | "input": [ | |||
|
174 | "" | |||
124 | ], |
|
175 | ], | |
125 | "language": "python", |
|
176 | "language": "python", | |
126 | "outputs": [] |
|
177 | "outputs": [] | |
127 | } |
|
178 | } | |
128 | ] |
|
179 | ] | |
129 | } |
|
180 | } | |
130 | ] |
|
181 | ] | |
131 | } No newline at end of file |
|
182 | } |
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