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1 | """Implementation of execution-related magic functions. | |||
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2 | """ | |||
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3 | #----------------------------------------------------------------------------- | |||
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4 | # Copyright (c) 2012 The IPython Development Team. | |||
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5 | # | |||
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6 | # Distributed under the terms of the Modified BSD License. | |||
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7 | # | |||
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8 | # The full license is in the file COPYING.txt, distributed with this software. | |||
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9 | #----------------------------------------------------------------------------- | |||
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10 | ||||
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11 | #----------------------------------------------------------------------------- | |||
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12 | # Imports | |||
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13 | #----------------------------------------------------------------------------- | |||
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14 | ||||
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15 | # Stdlib | |||
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16 | import __builtin__ as builtin_mod | |||
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17 | import bdb | |||
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18 | import os | |||
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19 | import sys | |||
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20 | import time | |||
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21 | from StringIO import StringIO | |||
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22 | ||||
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23 | # cProfile was added in Python2.5 | |||
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24 | try: | |||
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25 | import cProfile as profile | |||
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26 | import pstats | |||
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27 | except ImportError: | |||
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28 | # profile isn't bundled by default in Debian for license reasons | |||
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29 | try: | |||
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30 | import profile, pstats | |||
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31 | except ImportError: | |||
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32 | profile = pstats = None | |||
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33 | ||||
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34 | # Our own packages | |||
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35 | from IPython.core import debugger, oinspect | |||
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36 | from IPython.core import page | |||
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37 | from IPython.core.error import UsageError | |||
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38 | from IPython.core.macro import Macro | |||
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39 | from IPython.core.magic import (Magics, register_magics, line_magic, | |||
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40 | on_off, needs_local_scope) | |||
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41 | from IPython.testing.skipdoctest import skip_doctest | |||
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42 | from IPython.utils import py3compat | |||
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43 | from IPython.utils.ipstruct import Struct | |||
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44 | from IPython.utils.module_paths import find_mod | |||
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45 | from IPython.utils.path import get_py_filename, unquote_filename | |||
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46 | from IPython.utils.timing import clock, clock2 | |||
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47 | from IPython.utils.warn import warn, error | |||
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48 | ||||
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49 | #----------------------------------------------------------------------------- | |||
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50 | # Magic implementation classes | |||
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51 | #----------------------------------------------------------------------------- | |||
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52 | ||||
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53 | @register_magics | |||
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54 | class ExecutionMagics(Magics): | |||
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55 | """Magics related to code execution, debugging, profiling, etc. | |||
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56 | ||||
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57 | """ | |||
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58 | ||||
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59 | def __init__(self, shell): | |||
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60 | super(ExecutionMagics, self).__init__(shell) | |||
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61 | if profile is None: | |||
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62 | self.prun = self.profile_missing_notice | |||
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63 | # Default execution function used to actually run user code. | |||
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64 | self.default_runner = None | |||
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65 | ||||
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66 | def profile_missing_notice(self, *args, **kwargs): | |||
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67 | error("""\ | |||
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68 | The profile module could not be found. It has been removed from the standard | |||
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69 | python packages because of its non-free license. To use profiling, install the | |||
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70 | python-profiler package from non-free.""") | |||
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71 | ||||
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72 | @skip_doctest | |||
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73 | @line_magic | |||
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74 | def prun(self, parameter_s='',user_mode=1, | |||
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75 | opts=None,arg_lst=None,prog_ns=None): | |||
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76 | ||||
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77 | """Run a statement through the python code profiler. | |||
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78 | ||||
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79 | Usage: | |||
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80 | %prun [options] statement | |||
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81 | ||||
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82 | The given statement (which doesn't require quote marks) is run via the | |||
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83 | python profiler in a manner similar to the profile.run() function. | |||
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84 | Namespaces are internally managed to work correctly; profile.run | |||
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85 | cannot be used in IPython because it makes certain assumptions about | |||
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86 | namespaces which do not hold under IPython. | |||
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87 | ||||
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88 | Options: | |||
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89 | ||||
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90 | -l <limit>: you can place restrictions on what or how much of the | |||
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91 | profile gets printed. The limit value can be: | |||
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92 | ||||
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93 | * A string: only information for function names containing this string | |||
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94 | is printed. | |||
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95 | ||||
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96 | * An integer: only these many lines are printed. | |||
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97 | ||||
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98 | * A float (between 0 and 1): this fraction of the report is printed | |||
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99 | (for example, use a limit of 0.4 to see the topmost 40% only). | |||
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100 | ||||
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101 | You can combine several limits with repeated use of the option. For | |||
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102 | example, '-l __init__ -l 5' will print only the topmost 5 lines of | |||
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103 | information about class constructors. | |||
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104 | ||||
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105 | -r: return the pstats.Stats object generated by the profiling. This | |||
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106 | object has all the information about the profile in it, and you can | |||
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107 | later use it for further analysis or in other functions. | |||
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108 | ||||
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109 | -s <key>: sort profile by given key. You can provide more than one key | |||
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110 | by using the option several times: '-s key1 -s key2 -s key3...'. The | |||
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111 | default sorting key is 'time'. | |||
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112 | ||||
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113 | The following is copied verbatim from the profile documentation | |||
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114 | referenced below: | |||
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115 | ||||
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116 | When more than one key is provided, additional keys are used as | |||
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117 | secondary criteria when the there is equality in all keys selected | |||
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118 | before them. | |||
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119 | ||||
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120 | Abbreviations can be used for any key names, as long as the | |||
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121 | abbreviation is unambiguous. The following are the keys currently | |||
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122 | defined: | |||
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123 | ||||
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124 | Valid Arg Meaning | |||
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125 | "calls" call count | |||
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126 | "cumulative" cumulative time | |||
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127 | "file" file name | |||
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128 | "module" file name | |||
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129 | "pcalls" primitive call count | |||
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130 | "line" line number | |||
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131 | "name" function name | |||
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132 | "nfl" name/file/line | |||
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133 | "stdname" standard name | |||
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134 | "time" internal time | |||
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135 | ||||
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136 | Note that all sorts on statistics are in descending order (placing | |||
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137 | most time consuming items first), where as name, file, and line number | |||
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138 | searches are in ascending order (i.e., alphabetical). The subtle | |||
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139 | distinction between "nfl" and "stdname" is that the standard name is a | |||
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140 | sort of the name as printed, which means that the embedded line | |||
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141 | numbers get compared in an odd way. For example, lines 3, 20, and 40 | |||
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142 | would (if the file names were the same) appear in the string order | |||
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143 | "20" "3" and "40". In contrast, "nfl" does a numeric compare of the | |||
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144 | line numbers. In fact, sort_stats("nfl") is the same as | |||
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145 | sort_stats("name", "file", "line"). | |||
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146 | ||||
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147 | -T <filename>: save profile results as shown on screen to a text | |||
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148 | file. The profile is still shown on screen. | |||
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149 | ||||
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150 | -D <filename>: save (via dump_stats) profile statistics to given | |||
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151 | filename. This data is in a format understood by the pstats module, and | |||
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152 | is generated by a call to the dump_stats() method of profile | |||
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153 | objects. The profile is still shown on screen. | |||
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154 | ||||
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155 | -q: suppress output to the pager. Best used with -T and/or -D above. | |||
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156 | ||||
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157 | If you want to run complete programs under the profiler's control, use | |||
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158 | '%run -p [prof_opts] filename.py [args to program]' where prof_opts | |||
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159 | contains profiler specific options as described here. | |||
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160 | ||||
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161 | You can read the complete documentation for the profile module with:: | |||
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162 | ||||
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163 | In [1]: import profile; profile.help() | |||
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164 | """ | |||
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165 | ||||
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166 | opts_def = Struct(D=[''],l=[],s=['time'],T=['']) | |||
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167 | ||||
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168 | if user_mode: # regular user call | |||
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169 | opts,arg_str = self.parse_options(parameter_s,'D:l:rs:T:q', | |||
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170 | list_all=1, posix=False) | |||
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171 | namespace = self.shell.user_ns | |||
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172 | else: # called to run a program by %run -p | |||
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173 | try: | |||
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174 | filename = get_py_filename(arg_lst[0]) | |||
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175 | except IOError as e: | |||
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176 | try: | |||
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177 | msg = str(e) | |||
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178 | except UnicodeError: | |||
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179 | msg = e.message | |||
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180 | error(msg) | |||
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181 | return | |||
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182 | ||||
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183 | arg_str = 'execfile(filename,prog_ns)' | |||
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184 | namespace = { | |||
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185 | 'execfile': self.shell.safe_execfile, | |||
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186 | 'prog_ns': prog_ns, | |||
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187 | 'filename': filename | |||
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188 | } | |||
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189 | ||||
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190 | opts.merge(opts_def) | |||
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191 | ||||
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192 | prof = profile.Profile() | |||
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193 | try: | |||
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194 | prof = prof.runctx(arg_str,namespace,namespace) | |||
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195 | sys_exit = '' | |||
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196 | except SystemExit: | |||
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197 | sys_exit = """*** SystemExit exception caught in code being profiled.""" | |||
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198 | ||||
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199 | stats = pstats.Stats(prof).strip_dirs().sort_stats(*opts.s) | |||
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200 | ||||
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201 | lims = opts.l | |||
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202 | if lims: | |||
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203 | lims = [] # rebuild lims with ints/floats/strings | |||
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204 | for lim in opts.l: | |||
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205 | try: | |||
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206 | lims.append(int(lim)) | |||
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207 | except ValueError: | |||
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208 | try: | |||
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209 | lims.append(float(lim)) | |||
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210 | except ValueError: | |||
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211 | lims.append(lim) | |||
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212 | ||||
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213 | # Trap output. | |||
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214 | stdout_trap = StringIO() | |||
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215 | ||||
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216 | if hasattr(stats,'stream'): | |||
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217 | # In newer versions of python, the stats object has a 'stream' | |||
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218 | # attribute to write into. | |||
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219 | stats.stream = stdout_trap | |||
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220 | stats.print_stats(*lims) | |||
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221 | else: | |||
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222 | # For older versions, we manually redirect stdout during printing | |||
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223 | sys_stdout = sys.stdout | |||
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224 | try: | |||
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225 | sys.stdout = stdout_trap | |||
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226 | stats.print_stats(*lims) | |||
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227 | finally: | |||
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228 | sys.stdout = sys_stdout | |||
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229 | ||||
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230 | output = stdout_trap.getvalue() | |||
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231 | output = output.rstrip() | |||
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232 | ||||
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233 | if 'q' not in opts: | |||
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234 | page.page(output) | |||
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235 | print sys_exit, | |||
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236 | ||||
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237 | dump_file = opts.D[0] | |||
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238 | text_file = opts.T[0] | |||
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239 | if dump_file: | |||
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240 | dump_file = unquote_filename(dump_file) | |||
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241 | prof.dump_stats(dump_file) | |||
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242 | print '\n*** Profile stats marshalled to file',\ | |||
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243 | `dump_file`+'.',sys_exit | |||
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244 | if text_file: | |||
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245 | text_file = unquote_filename(text_file) | |||
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246 | pfile = open(text_file,'w') | |||
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247 | pfile.write(output) | |||
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248 | pfile.close() | |||
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249 | print '\n*** Profile printout saved to text file',\ | |||
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250 | `text_file`+'.',sys_exit | |||
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251 | ||||
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252 | if opts.has_key('r'): | |||
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253 | return stats | |||
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254 | else: | |||
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255 | return None | |||
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256 | ||||
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257 | @line_magic | |||
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258 | def pdb(self, parameter_s=''): | |||
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259 | """Control the automatic calling of the pdb interactive debugger. | |||
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260 | ||||
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261 | Call as '%pdb on', '%pdb 1', '%pdb off' or '%pdb 0'. If called without | |||
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262 | argument it works as a toggle. | |||
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263 | ||||
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264 | When an exception is triggered, IPython can optionally call the | |||
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265 | interactive pdb debugger after the traceback printout. %pdb toggles | |||
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266 | this feature on and off. | |||
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267 | ||||
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268 | The initial state of this feature is set in your configuration | |||
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269 | file (the option is ``InteractiveShell.pdb``). | |||
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270 | ||||
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271 | If you want to just activate the debugger AFTER an exception has fired, | |||
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272 | without having to type '%pdb on' and rerunning your code, you can use | |||
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273 | the %debug magic.""" | |||
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274 | ||||
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275 | par = parameter_s.strip().lower() | |||
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276 | ||||
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277 | if par: | |||
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278 | try: | |||
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279 | new_pdb = {'off':0,'0':0,'on':1,'1':1}[par] | |||
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280 | except KeyError: | |||
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281 | print ('Incorrect argument. Use on/1, off/0, ' | |||
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282 | 'or nothing for a toggle.') | |||
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283 | return | |||
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284 | else: | |||
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285 | # toggle | |||
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286 | new_pdb = not self.shell.call_pdb | |||
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287 | ||||
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288 | # set on the shell | |||
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289 | self.shell.call_pdb = new_pdb | |||
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290 | print 'Automatic pdb calling has been turned',on_off(new_pdb) | |||
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291 | ||||
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292 | @line_magic | |||
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293 | def debug(self, parameter_s=''): | |||
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294 | """Activate the interactive debugger in post-mortem mode. | |||
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295 | ||||
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296 | If an exception has just occurred, this lets you inspect its stack | |||
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297 | frames interactively. Note that this will always work only on the last | |||
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298 | traceback that occurred, so you must call this quickly after an | |||
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299 | exception that you wish to inspect has fired, because if another one | |||
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300 | occurs, it clobbers the previous one. | |||
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301 | ||||
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302 | If you want IPython to automatically do this on every exception, see | |||
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303 | the %pdb magic for more details. | |||
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304 | """ | |||
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305 | self.shell.debugger(force=True) | |||
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306 | ||||
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307 | @line_magic | |||
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308 | def tb(self, s): | |||
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309 | """Print the last traceback with the currently active exception mode. | |||
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310 | ||||
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311 | See %xmode for changing exception reporting modes.""" | |||
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312 | self.shell.showtraceback() | |||
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313 | ||||
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314 | @skip_doctest | |||
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315 | @line_magic | |||
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316 | def run(self, parameter_s='', runner=None, | |||
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317 | file_finder=get_py_filename): | |||
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318 | """Run the named file inside IPython as a program. | |||
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319 | ||||
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320 | Usage:\\ | |||
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321 | %run [-n -i -t [-N<N>] -d [-b<N>] -p [profile options]] file [args] | |||
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322 | ||||
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323 | Parameters after the filename are passed as command-line arguments to | |||
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324 | the program (put in sys.argv). Then, control returns to IPython's | |||
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325 | prompt. | |||
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326 | ||||
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327 | This is similar to running at a system prompt:\\ | |||
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328 | $ python file args\\ | |||
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329 | but with the advantage of giving you IPython's tracebacks, and of | |||
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330 | loading all variables into your interactive namespace for further use | |||
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331 | (unless -p is used, see below). | |||
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332 | ||||
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333 | The file is executed in a namespace initially consisting only of | |||
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334 | __name__=='__main__' and sys.argv constructed as indicated. It thus | |||
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335 | sees its environment as if it were being run as a stand-alone program | |||
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336 | (except for sharing global objects such as previously imported | |||
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337 | modules). But after execution, the IPython interactive namespace gets | |||
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338 | updated with all variables defined in the program (except for __name__ | |||
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339 | and sys.argv). This allows for very convenient loading of code for | |||
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340 | interactive work, while giving each program a 'clean sheet' to run in. | |||
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341 | ||||
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342 | Options: | |||
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343 | ||||
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344 | -n: __name__ is NOT set to '__main__', but to the running file's name | |||
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345 | without extension (as python does under import). This allows running | |||
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346 | scripts and reloading the definitions in them without calling code | |||
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347 | protected by an ' if __name__ == "__main__" ' clause. | |||
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348 | ||||
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349 | -i: run the file in IPython's namespace instead of an empty one. This | |||
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350 | is useful if you are experimenting with code written in a text editor | |||
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351 | which depends on variables defined interactively. | |||
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352 | ||||
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353 | -e: ignore sys.exit() calls or SystemExit exceptions in the script | |||
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354 | being run. This is particularly useful if IPython is being used to | |||
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355 | run unittests, which always exit with a sys.exit() call. In such | |||
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356 | cases you are interested in the output of the test results, not in | |||
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357 | seeing a traceback of the unittest module. | |||
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358 | ||||
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359 | -t: print timing information at the end of the run. IPython will give | |||
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360 | you an estimated CPU time consumption for your script, which under | |||
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361 | Unix uses the resource module to avoid the wraparound problems of | |||
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362 | time.clock(). Under Unix, an estimate of time spent on system tasks | |||
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363 | is also given (for Windows platforms this is reported as 0.0). | |||
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364 | ||||
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365 | If -t is given, an additional -N<N> option can be given, where <N> | |||
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366 | must be an integer indicating how many times you want the script to | |||
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367 | run. The final timing report will include total and per run results. | |||
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368 | ||||
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369 | For example (testing the script uniq_stable.py):: | |||
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370 | ||||
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371 | In [1]: run -t uniq_stable | |||
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372 | ||||
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373 | IPython CPU timings (estimated):\\ | |||
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374 | User : 0.19597 s.\\ | |||
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375 | System: 0.0 s.\\ | |||
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376 | ||||
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377 | In [2]: run -t -N5 uniq_stable | |||
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378 | ||||
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379 | IPython CPU timings (estimated):\\ | |||
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380 | Total runs performed: 5\\ | |||
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381 | Times : Total Per run\\ | |||
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382 | User : 0.910862 s, 0.1821724 s.\\ | |||
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383 | System: 0.0 s, 0.0 s. | |||
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384 | ||||
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385 | -d: run your program under the control of pdb, the Python debugger. | |||
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386 | This allows you to execute your program step by step, watch variables, | |||
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387 | etc. Internally, what IPython does is similar to calling: | |||
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388 | ||||
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389 | pdb.run('execfile("YOURFILENAME")') | |||
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390 | ||||
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391 | with a breakpoint set on line 1 of your file. You can change the line | |||
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392 | number for this automatic breakpoint to be <N> by using the -bN option | |||
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393 | (where N must be an integer). For example:: | |||
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394 | ||||
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395 | %run -d -b40 myscript | |||
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396 | ||||
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397 | will set the first breakpoint at line 40 in myscript.py. Note that | |||
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398 | the first breakpoint must be set on a line which actually does | |||
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399 | something (not a comment or docstring) for it to stop execution. | |||
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400 | ||||
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401 | When the pdb debugger starts, you will see a (Pdb) prompt. You must | |||
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402 | first enter 'c' (without quotes) to start execution up to the first | |||
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403 | breakpoint. | |||
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404 | ||||
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405 | Entering 'help' gives information about the use of the debugger. You | |||
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406 | can easily see pdb's full documentation with "import pdb;pdb.help()" | |||
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407 | at a prompt. | |||
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408 | ||||
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409 | -p: run program under the control of the Python profiler module (which | |||
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410 | prints a detailed report of execution times, function calls, etc). | |||
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411 | ||||
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412 | You can pass other options after -p which affect the behavior of the | |||
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413 | profiler itself. See the docs for %prun for details. | |||
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414 | ||||
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415 | In this mode, the program's variables do NOT propagate back to the | |||
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416 | IPython interactive namespace (because they remain in the namespace | |||
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417 | where the profiler executes them). | |||
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418 | ||||
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419 | Internally this triggers a call to %prun, see its documentation for | |||
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420 | details on the options available specifically for profiling. | |||
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421 | ||||
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422 | There is one special usage for which the text above doesn't apply: | |||
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423 | if the filename ends with .ipy, the file is run as ipython script, | |||
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424 | just as if the commands were written on IPython prompt. | |||
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425 | ||||
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426 | -m: specify module name to load instead of script path. Similar to | |||
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427 | the -m option for the python interpreter. Use this option last if you | |||
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428 | want to combine with other %run options. Unlike the python interpreter | |||
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429 | only source modules are allowed no .pyc or .pyo files. | |||
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430 | For example:: | |||
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431 | ||||
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432 | %run -m example | |||
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433 | ||||
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434 | will run the example module. | |||
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435 | ||||
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436 | """ | |||
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437 | ||||
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438 | # get arguments and set sys.argv for program to be run. | |||
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439 | opts, arg_lst = self.parse_options(parameter_s, 'nidtN:b:pD:l:rs:T:em:', | |||
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440 | mode='list', list_all=1) | |||
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441 | if "m" in opts: | |||
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442 | modulename = opts["m"][0] | |||
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443 | modpath = find_mod(modulename) | |||
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444 | if modpath is None: | |||
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445 | warn('%r is not a valid modulename on sys.path'%modulename) | |||
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446 | return | |||
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447 | arg_lst = [modpath] + arg_lst | |||
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448 | try: | |||
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449 | filename = file_finder(arg_lst[0]) | |||
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450 | except IndexError: | |||
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451 | warn('you must provide at least a filename.') | |||
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452 | print '\n%run:\n', oinspect.getdoc(self.run) | |||
|
453 | return | |||
|
454 | except IOError as e: | |||
|
455 | try: | |||
|
456 | msg = str(e) | |||
|
457 | except UnicodeError: | |||
|
458 | msg = e.message | |||
|
459 | error(msg) | |||
|
460 | return | |||
|
461 | ||||
|
462 | if filename.lower().endswith('.ipy'): | |||
|
463 | self.shell.safe_execfile_ipy(filename) | |||
|
464 | return | |||
|
465 | ||||
|
466 | # Control the response to exit() calls made by the script being run | |||
|
467 | exit_ignore = 'e' in opts | |||
|
468 | ||||
|
469 | # Make sure that the running script gets a proper sys.argv as if it | |||
|
470 | # were run from a system shell. | |||
|
471 | save_argv = sys.argv # save it for later restoring | |||
|
472 | ||||
|
473 | # simulate shell expansion on arguments, at least tilde expansion | |||
|
474 | args = [ os.path.expanduser(a) for a in arg_lst[1:] ] | |||
|
475 | ||||
|
476 | sys.argv = [filename] + args # put in the proper filename | |||
|
477 | # protect sys.argv from potential unicode strings on Python 2: | |||
|
478 | if not py3compat.PY3: | |||
|
479 | sys.argv = [ py3compat.cast_bytes(a) for a in sys.argv ] | |||
|
480 | ||||
|
481 | if 'i' in opts: | |||
|
482 | # Run in user's interactive namespace | |||
|
483 | prog_ns = self.shell.user_ns | |||
|
484 | __name__save = self.shell.user_ns['__name__'] | |||
|
485 | prog_ns['__name__'] = '__main__' | |||
|
486 | main_mod = self.shell.new_main_mod(prog_ns) | |||
|
487 | else: | |||
|
488 | # Run in a fresh, empty namespace | |||
|
489 | if 'n' in opts: | |||
|
490 | name = os.path.splitext(os.path.basename(filename))[0] | |||
|
491 | else: | |||
|
492 | name = '__main__' | |||
|
493 | ||||
|
494 | main_mod = self.shell.new_main_mod() | |||
|
495 | prog_ns = main_mod.__dict__ | |||
|
496 | prog_ns['__name__'] = name | |||
|
497 | ||||
|
498 | # Since '%run foo' emulates 'python foo.py' at the cmd line, we must | |||
|
499 | # set the __file__ global in the script's namespace | |||
|
500 | prog_ns['__file__'] = filename | |||
|
501 | ||||
|
502 | # pickle fix. See interactiveshell for an explanation. But we need to | |||
|
503 | # make sure that, if we overwrite __main__, we replace it at the end | |||
|
504 | main_mod_name = prog_ns['__name__'] | |||
|
505 | ||||
|
506 | if main_mod_name == '__main__': | |||
|
507 | restore_main = sys.modules['__main__'] | |||
|
508 | else: | |||
|
509 | restore_main = False | |||
|
510 | ||||
|
511 | # This needs to be undone at the end to prevent holding references to | |||
|
512 | # every single object ever created. | |||
|
513 | sys.modules[main_mod_name] = main_mod | |||
|
514 | ||||
|
515 | try: | |||
|
516 | stats = None | |||
|
517 | with self.shell.readline_no_record: | |||
|
518 | if 'p' in opts: | |||
|
519 | stats = self.prun('', 0, opts, arg_lst, prog_ns) | |||
|
520 | else: | |||
|
521 | if 'd' in opts: | |||
|
522 | deb = debugger.Pdb(self.shell.colors) | |||
|
523 | # reset Breakpoint state, which is moronically kept | |||
|
524 | # in a class | |||
|
525 | bdb.Breakpoint.next = 1 | |||
|
526 | bdb.Breakpoint.bplist = {} | |||
|
527 | bdb.Breakpoint.bpbynumber = [None] | |||
|
528 | # Set an initial breakpoint to stop execution | |||
|
529 | maxtries = 10 | |||
|
530 | bp = int(opts.get('b', [1])[0]) | |||
|
531 | checkline = deb.checkline(filename, bp) | |||
|
532 | if not checkline: | |||
|
533 | for bp in range(bp + 1, bp + maxtries + 1): | |||
|
534 | if deb.checkline(filename, bp): | |||
|
535 | break | |||
|
536 | else: | |||
|
537 | msg = ("\nI failed to find a valid line to set " | |||
|
538 | "a breakpoint\n" | |||
|
539 | "after trying up to line: %s.\n" | |||
|
540 | "Please set a valid breakpoint manually " | |||
|
541 | "with the -b option." % bp) | |||
|
542 | error(msg) | |||
|
543 | return | |||
|
544 | # if we find a good linenumber, set the breakpoint | |||
|
545 | deb.do_break('%s:%s' % (filename, bp)) | |||
|
546 | # Start file run | |||
|
547 | print "NOTE: Enter 'c' at the", | |||
|
548 | print "%s prompt to start your script." % deb.prompt | |||
|
549 | ns = {'execfile': py3compat.execfile, 'prog_ns': prog_ns} | |||
|
550 | try: | |||
|
551 | deb.run('execfile("%s", prog_ns)' % filename, ns) | |||
|
552 | ||||
|
553 | except: | |||
|
554 | etype, value, tb = sys.exc_info() | |||
|
555 | # Skip three frames in the traceback: the %run one, | |||
|
556 | # one inside bdb.py, and the command-line typed by the | |||
|
557 | # user (run by exec in pdb itself). | |||
|
558 | self.shell.InteractiveTB(etype, value, tb, tb_offset=3) | |||
|
559 | else: | |||
|
560 | if runner is None: | |||
|
561 | runner = self.default_runner | |||
|
562 | if runner is None: | |||
|
563 | runner = self.shell.safe_execfile | |||
|
564 | if 't' in opts: | |||
|
565 | # timed execution | |||
|
566 | try: | |||
|
567 | nruns = int(opts['N'][0]) | |||
|
568 | if nruns < 1: | |||
|
569 | error('Number of runs must be >=1') | |||
|
570 | return | |||
|
571 | except (KeyError): | |||
|
572 | nruns = 1 | |||
|
573 | twall0 = time.time() | |||
|
574 | if nruns == 1: | |||
|
575 | t0 = clock2() | |||
|
576 | runner(filename, prog_ns, prog_ns, | |||
|
577 | exit_ignore=exit_ignore) | |||
|
578 | t1 = clock2() | |||
|
579 | t_usr = t1[0] - t0[0] | |||
|
580 | t_sys = t1[1] - t0[1] | |||
|
581 | print "\nIPython CPU timings (estimated):" | |||
|
582 | print " User : %10.2f s." % t_usr | |||
|
583 | print " System : %10.2f s." % t_sys | |||
|
584 | else: | |||
|
585 | runs = range(nruns) | |||
|
586 | t0 = clock2() | |||
|
587 | for nr in runs: | |||
|
588 | runner(filename, prog_ns, prog_ns, | |||
|
589 | exit_ignore=exit_ignore) | |||
|
590 | t1 = clock2() | |||
|
591 | t_usr = t1[0] - t0[0] | |||
|
592 | t_sys = t1[1] - t0[1] | |||
|
593 | print "\nIPython CPU timings (estimated):" | |||
|
594 | print "Total runs performed:", nruns | |||
|
595 | print " Times : %10.2f %10.2f" % ('Total', 'Per run') | |||
|
596 | print " User : %10.2f s, %10.2f s." % (t_usr, t_usr / nruns) | |||
|
597 | print " System : %10.2f s, %10.2f s." % (t_sys, t_sys / nruns) | |||
|
598 | twall1 = time.time() | |||
|
599 | print "Wall time: %10.2f s." % (twall1 - twall0) | |||
|
600 | ||||
|
601 | else: | |||
|
602 | # regular execution | |||
|
603 | runner(filename, prog_ns, prog_ns, exit_ignore=exit_ignore) | |||
|
604 | ||||
|
605 | if 'i' in opts: | |||
|
606 | self.shell.user_ns['__name__'] = __name__save | |||
|
607 | else: | |||
|
608 | # The shell MUST hold a reference to prog_ns so after %run | |||
|
609 | # exits, the python deletion mechanism doesn't zero it out | |||
|
610 | # (leaving dangling references). | |||
|
611 | self.shell.cache_main_mod(prog_ns, filename) | |||
|
612 | # update IPython interactive namespace | |||
|
613 | ||||
|
614 | # Some forms of read errors on the file may mean the | |||
|
615 | # __name__ key was never set; using pop we don't have to | |||
|
616 | # worry about a possible KeyError. | |||
|
617 | prog_ns.pop('__name__', None) | |||
|
618 | ||||
|
619 | self.shell.user_ns.update(prog_ns) | |||
|
620 | finally: | |||
|
621 | # It's a bit of a mystery why, but __builtins__ can change from | |||
|
622 | # being a module to becoming a dict missing some key data after | |||
|
623 | # %run. As best I can see, this is NOT something IPython is doing | |||
|
624 | # at all, and similar problems have been reported before: | |||
|
625 | # http://coding.derkeiler.com/Archive/Python/comp.lang.python/2004-10/0188.html | |||
|
626 | # Since this seems to be done by the interpreter itself, the best | |||
|
627 | # we can do is to at least restore __builtins__ for the user on | |||
|
628 | # exit. | |||
|
629 | self.shell.user_ns['__builtins__'] = builtin_mod | |||
|
630 | ||||
|
631 | # Ensure key global structures are restored | |||
|
632 | sys.argv = save_argv | |||
|
633 | if restore_main: | |||
|
634 | sys.modules['__main__'] = restore_main | |||
|
635 | else: | |||
|
636 | # Remove from sys.modules the reference to main_mod we'd | |||
|
637 | # added. Otherwise it will trap references to objects | |||
|
638 | # contained therein. | |||
|
639 | del sys.modules[main_mod_name] | |||
|
640 | ||||
|
641 | return stats | |||
|
642 | ||||
|
643 | @skip_doctest | |||
|
644 | @line_magic | |||
|
645 | def timeit(self, parameter_s=''): | |||
|
646 | """Time execution of a Python statement or expression | |||
|
647 | ||||
|
648 | Usage:\\ | |||
|
649 | %timeit [-n<N> -r<R> [-t|-c]] statement | |||
|
650 | ||||
|
651 | Time execution of a Python statement or expression using the timeit | |||
|
652 | module. | |||
|
653 | ||||
|
654 | Options: | |||
|
655 | -n<N>: execute the given statement <N> times in a loop. If this value | |||
|
656 | is not given, a fitting value is chosen. | |||
|
657 | ||||
|
658 | -r<R>: repeat the loop iteration <R> times and take the best result. | |||
|
659 | Default: 3 | |||
|
660 | ||||
|
661 | -t: use time.time to measure the time, which is the default on Unix. | |||
|
662 | This function measures wall time. | |||
|
663 | ||||
|
664 | -c: use time.clock to measure the time, which is the default on | |||
|
665 | Windows and measures wall time. On Unix, resource.getrusage is used | |||
|
666 | instead and returns the CPU user time. | |||
|
667 | ||||
|
668 | -p<P>: use a precision of <P> digits to display the timing result. | |||
|
669 | Default: 3 | |||
|
670 | ||||
|
671 | ||||
|
672 | Examples | |||
|
673 | -------- | |||
|
674 | :: | |||
|
675 | ||||
|
676 | In [1]: %timeit pass | |||
|
677 | 10000000 loops, best of 3: 53.3 ns per loop | |||
|
678 | ||||
|
679 | In [2]: u = None | |||
|
680 | ||||
|
681 | In [3]: %timeit u is None | |||
|
682 | 10000000 loops, best of 3: 184 ns per loop | |||
|
683 | ||||
|
684 | In [4]: %timeit -r 4 u == None | |||
|
685 | 1000000 loops, best of 4: 242 ns per loop | |||
|
686 | ||||
|
687 | In [5]: import time | |||
|
688 | ||||
|
689 | In [6]: %timeit -n1 time.sleep(2) | |||
|
690 | 1 loops, best of 3: 2 s per loop | |||
|
691 | ||||
|
692 | ||||
|
693 | The times reported by %timeit will be slightly higher than those | |||
|
694 | reported by the timeit.py script when variables are accessed. This is | |||
|
695 | due to the fact that %timeit executes the statement in the namespace | |||
|
696 | of the shell, compared with timeit.py, which uses a single setup | |||
|
697 | statement to import function or create variables. Generally, the bias | |||
|
698 | does not matter as long as results from timeit.py are not mixed with | |||
|
699 | those from %timeit.""" | |||
|
700 | ||||
|
701 | import timeit | |||
|
702 | import math | |||
|
703 | ||||
|
704 | # XXX: Unfortunately the unicode 'micro' symbol can cause problems in | |||
|
705 | # certain terminals. Until we figure out a robust way of | |||
|
706 | # auto-detecting if the terminal can deal with it, use plain 'us' for | |||
|
707 | # microseconds. I am really NOT happy about disabling the proper | |||
|
708 | # 'micro' prefix, but crashing is worse... If anyone knows what the | |||
|
709 | # right solution for this is, I'm all ears... | |||
|
710 | # | |||
|
711 | # Note: using | |||
|
712 | # | |||
|
713 | # s = u'\xb5' | |||
|
714 | # s.encode(sys.getdefaultencoding()) | |||
|
715 | # | |||
|
716 | # is not sufficient, as I've seen terminals where that fails but | |||
|
717 | # print s | |||
|
718 | # | |||
|
719 | # succeeds | |||
|
720 | # | |||
|
721 | # See bug: https://bugs.launchpad.net/ipython/+bug/348466 | |||
|
722 | ||||
|
723 | #units = [u"s", u"ms",u'\xb5',"ns"] | |||
|
724 | units = [u"s", u"ms",u'us',"ns"] | |||
|
725 | ||||
|
726 | scaling = [1, 1e3, 1e6, 1e9] | |||
|
727 | ||||
|
728 | opts, stmt = self.parse_options(parameter_s,'n:r:tcp:', | |||
|
729 | posix=False, strict=False) | |||
|
730 | if stmt == "": | |||
|
731 | return | |||
|
732 | timefunc = timeit.default_timer | |||
|
733 | number = int(getattr(opts, "n", 0)) | |||
|
734 | repeat = int(getattr(opts, "r", timeit.default_repeat)) | |||
|
735 | precision = int(getattr(opts, "p", 3)) | |||
|
736 | if hasattr(opts, "t"): | |||
|
737 | timefunc = time.time | |||
|
738 | if hasattr(opts, "c"): | |||
|
739 | timefunc = clock | |||
|
740 | ||||
|
741 | timer = timeit.Timer(timer=timefunc) | |||
|
742 | # this code has tight coupling to the inner workings of timeit.Timer, | |||
|
743 | # but is there a better way to achieve that the code stmt has access | |||
|
744 | # to the shell namespace? | |||
|
745 | ||||
|
746 | src = timeit.template % {'stmt': timeit.reindent(stmt, 8), | |||
|
747 | 'setup': "pass"} | |||
|
748 | # Track compilation time so it can be reported if too long | |||
|
749 | # Minimum time above which compilation time will be reported | |||
|
750 | tc_min = 0.1 | |||
|
751 | ||||
|
752 | t0 = clock() | |||
|
753 | code = compile(src, "<magic-timeit>", "exec") | |||
|
754 | tc = clock()-t0 | |||
|
755 | ||||
|
756 | ns = {} | |||
|
757 | exec code in self.shell.user_ns, ns | |||
|
758 | timer.inner = ns["inner"] | |||
|
759 | ||||
|
760 | if number == 0: | |||
|
761 | # determine number so that 0.2 <= total time < 2.0 | |||
|
762 | number = 1 | |||
|
763 | for i in range(1, 10): | |||
|
764 | if timer.timeit(number) >= 0.2: | |||
|
765 | break | |||
|
766 | number *= 10 | |||
|
767 | ||||
|
768 | best = min(timer.repeat(repeat, number)) / number | |||
|
769 | ||||
|
770 | if best > 0.0 and best < 1000.0: | |||
|
771 | order = min(-int(math.floor(math.log10(best)) // 3), 3) | |||
|
772 | elif best >= 1000.0: | |||
|
773 | order = 0 | |||
|
774 | else: | |||
|
775 | order = 3 | |||
|
776 | print u"%d loops, best of %d: %.*g %s per loop" % (number, repeat, | |||
|
777 | precision, | |||
|
778 | best * scaling[order], | |||
|
779 | units[order]) | |||
|
780 | if tc > tc_min: | |||
|
781 | print "Compiler time: %.2f s" % tc | |||
|
782 | ||||
|
783 | @skip_doctest | |||
|
784 | @needs_local_scope | |||
|
785 | @line_magic | |||
|
786 | def time(self,parameter_s, user_locals): | |||
|
787 | """Time execution of a Python statement or expression. | |||
|
788 | ||||
|
789 | The CPU and wall clock times are printed, and the value of the | |||
|
790 | expression (if any) is returned. Note that under Win32, system time | |||
|
791 | is always reported as 0, since it can not be measured. | |||
|
792 | ||||
|
793 | This function provides very basic timing functionality. In Python | |||
|
794 | 2.3, the timeit module offers more control and sophistication, so this | |||
|
795 | could be rewritten to use it (patches welcome). | |||
|
796 | ||||
|
797 | Examples | |||
|
798 | -------- | |||
|
799 | :: | |||
|
800 | ||||
|
801 | In [1]: time 2**128 | |||
|
802 | CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s | |||
|
803 | Wall time: 0.00 | |||
|
804 | Out[1]: 340282366920938463463374607431768211456L | |||
|
805 | ||||
|
806 | In [2]: n = 1000000 | |||
|
807 | ||||
|
808 | In [3]: time sum(range(n)) | |||
|
809 | CPU times: user 1.20 s, sys: 0.05 s, total: 1.25 s | |||
|
810 | Wall time: 1.37 | |||
|
811 | Out[3]: 499999500000L | |||
|
812 | ||||
|
813 | In [4]: time print 'hello world' | |||
|
814 | hello world | |||
|
815 | CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s | |||
|
816 | Wall time: 0.00 | |||
|
817 | ||||
|
818 | Note that the time needed by Python to compile the given expression | |||
|
819 | will be reported if it is more than 0.1s. In this example, the | |||
|
820 | actual exponentiation is done by Python at compilation time, so while | |||
|
821 | the expression can take a noticeable amount of time to compute, that | |||
|
822 | time is purely due to the compilation: | |||
|
823 | ||||
|
824 | In [5]: time 3**9999; | |||
|
825 | CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s | |||
|
826 | Wall time: 0.00 s | |||
|
827 | ||||
|
828 | In [6]: time 3**999999; | |||
|
829 | CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s | |||
|
830 | Wall time: 0.00 s | |||
|
831 | Compiler : 0.78 s | |||
|
832 | """ | |||
|
833 | ||||
|
834 | # fail immediately if the given expression can't be compiled | |||
|
835 | ||||
|
836 | expr = self.shell.prefilter(parameter_s,False) | |||
|
837 | ||||
|
838 | # Minimum time above which compilation time will be reported | |||
|
839 | tc_min = 0.1 | |||
|
840 | ||||
|
841 | try: | |||
|
842 | mode = 'eval' | |||
|
843 | t0 = clock() | |||
|
844 | code = compile(expr,'<timed eval>',mode) | |||
|
845 | tc = clock()-t0 | |||
|
846 | except SyntaxError: | |||
|
847 | mode = 'exec' | |||
|
848 | t0 = clock() | |||
|
849 | code = compile(expr,'<timed exec>',mode) | |||
|
850 | tc = clock()-t0 | |||
|
851 | # skew measurement as little as possible | |||
|
852 | glob = self.shell.user_ns | |||
|
853 | wtime = time.time | |||
|
854 | # time execution | |||
|
855 | wall_st = wtime() | |||
|
856 | if mode=='eval': | |||
|
857 | st = clock2() | |||
|
858 | out = eval(code, glob, user_locals) | |||
|
859 | end = clock2() | |||
|
860 | else: | |||
|
861 | st = clock2() | |||
|
862 | exec code in glob, user_locals | |||
|
863 | end = clock2() | |||
|
864 | out = None | |||
|
865 | wall_end = wtime() | |||
|
866 | # Compute actual times and report | |||
|
867 | wall_time = wall_end-wall_st | |||
|
868 | cpu_user = end[0]-st[0] | |||
|
869 | cpu_sys = end[1]-st[1] | |||
|
870 | cpu_tot = cpu_user+cpu_sys | |||
|
871 | print "CPU times: user %.2f s, sys: %.2f s, total: %.2f s" % \ | |||
|
872 | (cpu_user,cpu_sys,cpu_tot) | |||
|
873 | print "Wall time: %.2f s" % wall_time | |||
|
874 | if tc > tc_min: | |||
|
875 | print "Compiler : %.2f s" % tc | |||
|
876 | return out | |||
|
877 | ||||
|
878 | @skip_doctest | |||
|
879 | @line_magic | |||
|
880 | def macro(self, parameter_s=''): | |||
|
881 | """Define a macro for future re-execution. It accepts ranges of history, | |||
|
882 | filenames or string objects. | |||
|
883 | ||||
|
884 | Usage:\\ | |||
|
885 | %macro [options] name n1-n2 n3-n4 ... n5 .. n6 ... | |||
|
886 | ||||
|
887 | Options: | |||
|
888 | ||||
|
889 | -r: use 'raw' input. By default, the 'processed' history is used, | |||
|
890 | so that magics are loaded in their transformed version to valid | |||
|
891 | Python. If this option is given, the raw input as typed as the | |||
|
892 | command line is used instead. | |||
|
893 | ||||
|
894 | This will define a global variable called `name` which is a string | |||
|
895 | made of joining the slices and lines you specify (n1,n2,... numbers | |||
|
896 | above) from your input history into a single string. This variable | |||
|
897 | acts like an automatic function which re-executes those lines as if | |||
|
898 | you had typed them. You just type 'name' at the prompt and the code | |||
|
899 | executes. | |||
|
900 | ||||
|
901 | The syntax for indicating input ranges is described in %history. | |||
|
902 | ||||
|
903 | Note: as a 'hidden' feature, you can also use traditional python slice | |||
|
904 | notation, where N:M means numbers N through M-1. | |||
|
905 | ||||
|
906 | For example, if your history contains (%hist prints it):: | |||
|
907 | ||||
|
908 | 44: x=1 | |||
|
909 | 45: y=3 | |||
|
910 | 46: z=x+y | |||
|
911 | 47: print x | |||
|
912 | 48: a=5 | |||
|
913 | 49: print 'x',x,'y',y | |||
|
914 | ||||
|
915 | you can create a macro with lines 44 through 47 (included) and line 49 | |||
|
916 | called my_macro with:: | |||
|
917 | ||||
|
918 | In [55]: %macro my_macro 44-47 49 | |||
|
919 | ||||
|
920 | Now, typing `my_macro` (without quotes) will re-execute all this code | |||
|
921 | in one pass. | |||
|
922 | ||||
|
923 | You don't need to give the line-numbers in order, and any given line | |||
|
924 | number can appear multiple times. You can assemble macros with any | |||
|
925 | lines from your input history in any order. | |||
|
926 | ||||
|
927 | The macro is a simple object which holds its value in an attribute, | |||
|
928 | but IPython's display system checks for macros and executes them as | |||
|
929 | code instead of printing them when you type their name. | |||
|
930 | ||||
|
931 | You can view a macro's contents by explicitly printing it with:: | |||
|
932 | ||||
|
933 | print macro_name | |||
|
934 | ||||
|
935 | """ | |||
|
936 | opts,args = self.parse_options(parameter_s,'r',mode='list') | |||
|
937 | if not args: # List existing macros | |||
|
938 | return sorted(k for k,v in self.shell.user_ns.iteritems() if\ | |||
|
939 | isinstance(v, Macro)) | |||
|
940 | if len(args) == 1: | |||
|
941 | raise UsageError( | |||
|
942 | "%macro insufficient args; usage '%macro name n1-n2 n3-4...") | |||
|
943 | name, codefrom = args[0], " ".join(args[1:]) | |||
|
944 | ||||
|
945 | #print 'rng',ranges # dbg | |||
|
946 | try: | |||
|
947 | lines = self.shell.find_user_code(codefrom, 'r' in opts) | |||
|
948 | except (ValueError, TypeError) as e: | |||
|
949 | print e.args[0] | |||
|
950 | return | |||
|
951 | macro = Macro(lines) | |||
|
952 | self.shell.define_macro(name, macro) | |||
|
953 | print 'Macro `%s` created. To execute, type its name (without quotes).' % name | |||
|
954 | print '=== Macro contents: ===' | |||
|
955 | print macro, |
@@ -2005,10 +2005,10 b' class InteractiveShell(SingletonConfigurable):' | |||||
2005 | self.register_magic_function = self.magics_manager.register_function |
|
2005 | self.register_magic_function = self.magics_manager.register_function | |
2006 | self.define_magic = self.magics_manager.define_magic |
|
2006 | self.define_magic = self.magics_manager.define_magic | |
2007 |
|
2007 | |||
2008 |
self.register_magics(m.BasicMagics, m.CodeMagics, |
|
2008 | self.register_magics(mf.AutoMagics, m.BasicMagics, m.CodeMagics, | |
2009 | mf.ExecutionMagics, m.NamespaceMagics, mf.AutoMagics, |
|
2009 | m.ConfigMagics, mf.DeprecatedMagics, m.ExecutionMagics, | |
2010 |
|
|
2010 | mf.ExtensionsMagics, m.HistoryMagics, mf.LoggingMagics, | |
2011 | mf.PylabMagics, m.HistoryMagics, mf.DeprecatedMagics) |
|
2011 | m.NamespaceMagics, mf.OSMagics, mf.PylabMagics ) | |
2012 |
|
2012 | |||
2013 | # FIXME: Move the color initialization to the DisplayHook, which |
|
2013 | # FIXME: Move the color initialization to the DisplayHook, which | |
2014 | # should be split into a prompt manager and displayhook. We probably |
|
2014 | # should be split into a prompt manager and displayhook. We probably |
This diff has been collapsed as it changes many lines, (905 lines changed) Show them Hide them | |||||
@@ -67,911 +67,6 b' from IPython.utils.warn import warn, error' | |||||
67 | #----------------------------------------------------------------------------- |
|
67 | #----------------------------------------------------------------------------- | |
68 |
|
68 | |||
69 | @register_magics |
|
69 | @register_magics | |
70 | class ExecutionMagics(Magics): |
|
|||
71 | """Magics related to code execution, debugging, profiling, etc. |
|
|||
72 |
|
||||
73 | """ |
|
|||
74 |
|
||||
75 | def __init__(self, shell): |
|
|||
76 | super(ExecutionMagics, self).__init__(shell) |
|
|||
77 | if profile is None: |
|
|||
78 | self.prun = self.profile_missing_notice |
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|||
79 | # Default execution function used to actually run user code. |
|
|||
80 | self.default_runner = None |
|
|||
81 |
|
||||
82 | def profile_missing_notice(self, *args, **kwargs): |
|
|||
83 | error("""\ |
|
|||
84 | The profile module could not be found. It has been removed from the standard |
|
|||
85 | python packages because of its non-free license. To use profiling, install the |
|
|||
86 | python-profiler package from non-free.""") |
|
|||
87 |
|
||||
88 | @skip_doctest |
|
|||
89 | @line_magic |
|
|||
90 | def prun(self, parameter_s='',user_mode=1, |
|
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91 | opts=None,arg_lst=None,prog_ns=None): |
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92 |
|
||||
93 | """Run a statement through the python code profiler. |
|
|||
94 |
|
||||
95 | Usage: |
|
|||
96 | %prun [options] statement |
|
|||
97 |
|
||||
98 | The given statement (which doesn't require quote marks) is run via the |
|
|||
99 | python profiler in a manner similar to the profile.run() function. |
|
|||
100 | Namespaces are internally managed to work correctly; profile.run |
|
|||
101 | cannot be used in IPython because it makes certain assumptions about |
|
|||
102 | namespaces which do not hold under IPython. |
|
|||
103 |
|
||||
104 | Options: |
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105 |
|
||||
106 | -l <limit>: you can place restrictions on what or how much of the |
|
|||
107 | profile gets printed. The limit value can be: |
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108 |
|
||||
109 | * A string: only information for function names containing this string |
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110 | is printed. |
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|||
111 |
|
||||
112 | * An integer: only these many lines are printed. |
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|||
113 |
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||||
114 | * A float (between 0 and 1): this fraction of the report is printed |
|
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115 | (for example, use a limit of 0.4 to see the topmost 40% only). |
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|||
116 |
|
||||
117 | You can combine several limits with repeated use of the option. For |
|
|||
118 | example, '-l __init__ -l 5' will print only the topmost 5 lines of |
|
|||
119 | information about class constructors. |
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120 |
|
||||
121 | -r: return the pstats.Stats object generated by the profiling. This |
|
|||
122 | object has all the information about the profile in it, and you can |
|
|||
123 | later use it for further analysis or in other functions. |
|
|||
124 |
|
||||
125 | -s <key>: sort profile by given key. You can provide more than one key |
|
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126 | by using the option several times: '-s key1 -s key2 -s key3...'. The |
|
|||
127 | default sorting key is 'time'. |
|
|||
128 |
|
||||
129 | The following is copied verbatim from the profile documentation |
|
|||
130 | referenced below: |
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131 |
|
||||
132 | When more than one key is provided, additional keys are used as |
|
|||
133 | secondary criteria when the there is equality in all keys selected |
|
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134 | before them. |
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135 |
|
||||
136 | Abbreviations can be used for any key names, as long as the |
|
|||
137 | abbreviation is unambiguous. The following are the keys currently |
|
|||
138 | defined: |
|
|||
139 |
|
||||
140 | Valid Arg Meaning |
|
|||
141 | "calls" call count |
|
|||
142 | "cumulative" cumulative time |
|
|||
143 | "file" file name |
|
|||
144 | "module" file name |
|
|||
145 | "pcalls" primitive call count |
|
|||
146 | "line" line number |
|
|||
147 | "name" function name |
|
|||
148 | "nfl" name/file/line |
|
|||
149 | "stdname" standard name |
|
|||
150 | "time" internal time |
|
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151 |
|
||||
152 | Note that all sorts on statistics are in descending order (placing |
|
|||
153 | most time consuming items first), where as name, file, and line number |
|
|||
154 | searches are in ascending order (i.e., alphabetical). The subtle |
|
|||
155 | distinction between "nfl" and "stdname" is that the standard name is a |
|
|||
156 | sort of the name as printed, which means that the embedded line |
|
|||
157 | numbers get compared in an odd way. For example, lines 3, 20, and 40 |
|
|||
158 | would (if the file names were the same) appear in the string order |
|
|||
159 | "20" "3" and "40". In contrast, "nfl" does a numeric compare of the |
|
|||
160 | line numbers. In fact, sort_stats("nfl") is the same as |
|
|||
161 | sort_stats("name", "file", "line"). |
|
|||
162 |
|
||||
163 | -T <filename>: save profile results as shown on screen to a text |
|
|||
164 | file. The profile is still shown on screen. |
|
|||
165 |
|
||||
166 | -D <filename>: save (via dump_stats) profile statistics to given |
|
|||
167 | filename. This data is in a format understood by the pstats module, and |
|
|||
168 | is generated by a call to the dump_stats() method of profile |
|
|||
169 | objects. The profile is still shown on screen. |
|
|||
170 |
|
||||
171 | -q: suppress output to the pager. Best used with -T and/or -D above. |
|
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172 |
|
||||
173 | If you want to run complete programs under the profiler's control, use |
|
|||
174 | '%run -p [prof_opts] filename.py [args to program]' where prof_opts |
|
|||
175 | contains profiler specific options as described here. |
|
|||
176 |
|
||||
177 | You can read the complete documentation for the profile module with:: |
|
|||
178 |
|
||||
179 | In [1]: import profile; profile.help() |
|
|||
180 | """ |
|
|||
181 |
|
||||
182 | opts_def = Struct(D=[''],l=[],s=['time'],T=['']) |
|
|||
183 |
|
||||
184 | if user_mode: # regular user call |
|
|||
185 | opts,arg_str = self.parse_options(parameter_s,'D:l:rs:T:q', |
|
|||
186 | list_all=1, posix=False) |
|
|||
187 | namespace = self.shell.user_ns |
|
|||
188 | else: # called to run a program by %run -p |
|
|||
189 | try: |
|
|||
190 | filename = get_py_filename(arg_lst[0]) |
|
|||
191 | except IOError as e: |
|
|||
192 | try: |
|
|||
193 | msg = str(e) |
|
|||
194 | except UnicodeError: |
|
|||
195 | msg = e.message |
|
|||
196 | error(msg) |
|
|||
197 | return |
|
|||
198 |
|
||||
199 | arg_str = 'execfile(filename,prog_ns)' |
|
|||
200 | namespace = { |
|
|||
201 | 'execfile': self.shell.safe_execfile, |
|
|||
202 | 'prog_ns': prog_ns, |
|
|||
203 | 'filename': filename |
|
|||
204 | } |
|
|||
205 |
|
||||
206 | opts.merge(opts_def) |
|
|||
207 |
|
||||
208 | prof = profile.Profile() |
|
|||
209 | try: |
|
|||
210 | prof = prof.runctx(arg_str,namespace,namespace) |
|
|||
211 | sys_exit = '' |
|
|||
212 | except SystemExit: |
|
|||
213 | sys_exit = """*** SystemExit exception caught in code being profiled.""" |
|
|||
214 |
|
||||
215 | stats = pstats.Stats(prof).strip_dirs().sort_stats(*opts.s) |
|
|||
216 |
|
||||
217 | lims = opts.l |
|
|||
218 | if lims: |
|
|||
219 | lims = [] # rebuild lims with ints/floats/strings |
|
|||
220 | for lim in opts.l: |
|
|||
221 | try: |
|
|||
222 | lims.append(int(lim)) |
|
|||
223 | except ValueError: |
|
|||
224 | try: |
|
|||
225 | lims.append(float(lim)) |
|
|||
226 | except ValueError: |
|
|||
227 | lims.append(lim) |
|
|||
228 |
|
||||
229 | # Trap output. |
|
|||
230 | stdout_trap = StringIO() |
|
|||
231 |
|
||||
232 | if hasattr(stats,'stream'): |
|
|||
233 | # In newer versions of python, the stats object has a 'stream' |
|
|||
234 | # attribute to write into. |
|
|||
235 | stats.stream = stdout_trap |
|
|||
236 | stats.print_stats(*lims) |
|
|||
237 | else: |
|
|||
238 | # For older versions, we manually redirect stdout during printing |
|
|||
239 | sys_stdout = sys.stdout |
|
|||
240 | try: |
|
|||
241 | sys.stdout = stdout_trap |
|
|||
242 | stats.print_stats(*lims) |
|
|||
243 | finally: |
|
|||
244 | sys.stdout = sys_stdout |
|
|||
245 |
|
||||
246 | output = stdout_trap.getvalue() |
|
|||
247 | output = output.rstrip() |
|
|||
248 |
|
||||
249 | if 'q' not in opts: |
|
|||
250 | page.page(output) |
|
|||
251 | print sys_exit, |
|
|||
252 |
|
||||
253 | dump_file = opts.D[0] |
|
|||
254 | text_file = opts.T[0] |
|
|||
255 | if dump_file: |
|
|||
256 | dump_file = unquote_filename(dump_file) |
|
|||
257 | prof.dump_stats(dump_file) |
|
|||
258 | print '\n*** Profile stats marshalled to file',\ |
|
|||
259 | `dump_file`+'.',sys_exit |
|
|||
260 | if text_file: |
|
|||
261 | text_file = unquote_filename(text_file) |
|
|||
262 | pfile = open(text_file,'w') |
|
|||
263 | pfile.write(output) |
|
|||
264 | pfile.close() |
|
|||
265 | print '\n*** Profile printout saved to text file',\ |
|
|||
266 | `text_file`+'.',sys_exit |
|
|||
267 |
|
||||
268 | if opts.has_key('r'): |
|
|||
269 | return stats |
|
|||
270 | else: |
|
|||
271 | return None |
|
|||
272 |
|
||||
273 | @line_magic |
|
|||
274 | def pdb(self, parameter_s=''): |
|
|||
275 | """Control the automatic calling of the pdb interactive debugger. |
|
|||
276 |
|
||||
277 | Call as '%pdb on', '%pdb 1', '%pdb off' or '%pdb 0'. If called without |
|
|||
278 | argument it works as a toggle. |
|
|||
279 |
|
||||
280 | When an exception is triggered, IPython can optionally call the |
|
|||
281 | interactive pdb debugger after the traceback printout. %pdb toggles |
|
|||
282 | this feature on and off. |
|
|||
283 |
|
||||
284 | The initial state of this feature is set in your configuration |
|
|||
285 | file (the option is ``InteractiveShell.pdb``). |
|
|||
286 |
|
||||
287 | If you want to just activate the debugger AFTER an exception has fired, |
|
|||
288 | without having to type '%pdb on' and rerunning your code, you can use |
|
|||
289 | the %debug magic.""" |
|
|||
290 |
|
||||
291 | par = parameter_s.strip().lower() |
|
|||
292 |
|
||||
293 | if par: |
|
|||
294 | try: |
|
|||
295 | new_pdb = {'off':0,'0':0,'on':1,'1':1}[par] |
|
|||
296 | except KeyError: |
|
|||
297 | print ('Incorrect argument. Use on/1, off/0, ' |
|
|||
298 | 'or nothing for a toggle.') |
|
|||
299 | return |
|
|||
300 | else: |
|
|||
301 | # toggle |
|
|||
302 | new_pdb = not self.shell.call_pdb |
|
|||
303 |
|
||||
304 | # set on the shell |
|
|||
305 | self.shell.call_pdb = new_pdb |
|
|||
306 | print 'Automatic pdb calling has been turned',on_off(new_pdb) |
|
|||
307 |
|
||||
308 | @line_magic |
|
|||
309 | def debug(self, parameter_s=''): |
|
|||
310 | """Activate the interactive debugger in post-mortem mode. |
|
|||
311 |
|
||||
312 | If an exception has just occurred, this lets you inspect its stack |
|
|||
313 | frames interactively. Note that this will always work only on the last |
|
|||
314 | traceback that occurred, so you must call this quickly after an |
|
|||
315 | exception that you wish to inspect has fired, because if another one |
|
|||
316 | occurs, it clobbers the previous one. |
|
|||
317 |
|
||||
318 | If you want IPython to automatically do this on every exception, see |
|
|||
319 | the %pdb magic for more details. |
|
|||
320 | """ |
|
|||
321 | self.shell.debugger(force=True) |
|
|||
322 |
|
||||
323 | @line_magic |
|
|||
324 | def tb(self, s): |
|
|||
325 | """Print the last traceback with the currently active exception mode. |
|
|||
326 |
|
||||
327 | See %xmode for changing exception reporting modes.""" |
|
|||
328 | self.shell.showtraceback() |
|
|||
329 |
|
||||
330 | @skip_doctest |
|
|||
331 | @line_magic |
|
|||
332 | def run(self, parameter_s='', runner=None, |
|
|||
333 | file_finder=get_py_filename): |
|
|||
334 | """Run the named file inside IPython as a program. |
|
|||
335 |
|
||||
336 | Usage:\\ |
|
|||
337 | %run [-n -i -t [-N<N>] -d [-b<N>] -p [profile options]] file [args] |
|
|||
338 |
|
||||
339 | Parameters after the filename are passed as command-line arguments to |
|
|||
340 | the program (put in sys.argv). Then, control returns to IPython's |
|
|||
341 | prompt. |
|
|||
342 |
|
||||
343 | This is similar to running at a system prompt:\\ |
|
|||
344 | $ python file args\\ |
|
|||
345 | but with the advantage of giving you IPython's tracebacks, and of |
|
|||
346 | loading all variables into your interactive namespace for further use |
|
|||
347 | (unless -p is used, see below). |
|
|||
348 |
|
||||
349 | The file is executed in a namespace initially consisting only of |
|
|||
350 | __name__=='__main__' and sys.argv constructed as indicated. It thus |
|
|||
351 | sees its environment as if it were being run as a stand-alone program |
|
|||
352 | (except for sharing global objects such as previously imported |
|
|||
353 | modules). But after execution, the IPython interactive namespace gets |
|
|||
354 | updated with all variables defined in the program (except for __name__ |
|
|||
355 | and sys.argv). This allows for very convenient loading of code for |
|
|||
356 | interactive work, while giving each program a 'clean sheet' to run in. |
|
|||
357 |
|
||||
358 | Options: |
|
|||
359 |
|
||||
360 | -n: __name__ is NOT set to '__main__', but to the running file's name |
|
|||
361 | without extension (as python does under import). This allows running |
|
|||
362 | scripts and reloading the definitions in them without calling code |
|
|||
363 | protected by an ' if __name__ == "__main__" ' clause. |
|
|||
364 |
|
||||
365 | -i: run the file in IPython's namespace instead of an empty one. This |
|
|||
366 | is useful if you are experimenting with code written in a text editor |
|
|||
367 | which depends on variables defined interactively. |
|
|||
368 |
|
||||
369 | -e: ignore sys.exit() calls or SystemExit exceptions in the script |
|
|||
370 | being run. This is particularly useful if IPython is being used to |
|
|||
371 | run unittests, which always exit with a sys.exit() call. In such |
|
|||
372 | cases you are interested in the output of the test results, not in |
|
|||
373 | seeing a traceback of the unittest module. |
|
|||
374 |
|
||||
375 | -t: print timing information at the end of the run. IPython will give |
|
|||
376 | you an estimated CPU time consumption for your script, which under |
|
|||
377 | Unix uses the resource module to avoid the wraparound problems of |
|
|||
378 | time.clock(). Under Unix, an estimate of time spent on system tasks |
|
|||
379 | is also given (for Windows platforms this is reported as 0.0). |
|
|||
380 |
|
||||
381 | If -t is given, an additional -N<N> option can be given, where <N> |
|
|||
382 | must be an integer indicating how many times you want the script to |
|
|||
383 | run. The final timing report will include total and per run results. |
|
|||
384 |
|
||||
385 | For example (testing the script uniq_stable.py):: |
|
|||
386 |
|
||||
387 | In [1]: run -t uniq_stable |
|
|||
388 |
|
||||
389 | IPython CPU timings (estimated):\\ |
|
|||
390 | User : 0.19597 s.\\ |
|
|||
391 | System: 0.0 s.\\ |
|
|||
392 |
|
||||
393 | In [2]: run -t -N5 uniq_stable |
|
|||
394 |
|
||||
395 | IPython CPU timings (estimated):\\ |
|
|||
396 | Total runs performed: 5\\ |
|
|||
397 | Times : Total Per run\\ |
|
|||
398 | User : 0.910862 s, 0.1821724 s.\\ |
|
|||
399 | System: 0.0 s, 0.0 s. |
|
|||
400 |
|
||||
401 | -d: run your program under the control of pdb, the Python debugger. |
|
|||
402 | This allows you to execute your program step by step, watch variables, |
|
|||
403 | etc. Internally, what IPython does is similar to calling: |
|
|||
404 |
|
||||
405 | pdb.run('execfile("YOURFILENAME")') |
|
|||
406 |
|
||||
407 | with a breakpoint set on line 1 of your file. You can change the line |
|
|||
408 | number for this automatic breakpoint to be <N> by using the -bN option |
|
|||
409 | (where N must be an integer). For example:: |
|
|||
410 |
|
||||
411 | %run -d -b40 myscript |
|
|||
412 |
|
||||
413 | will set the first breakpoint at line 40 in myscript.py. Note that |
|
|||
414 | the first breakpoint must be set on a line which actually does |
|
|||
415 | something (not a comment or docstring) for it to stop execution. |
|
|||
416 |
|
||||
417 | When the pdb debugger starts, you will see a (Pdb) prompt. You must |
|
|||
418 | first enter 'c' (without quotes) to start execution up to the first |
|
|||
419 | breakpoint. |
|
|||
420 |
|
||||
421 | Entering 'help' gives information about the use of the debugger. You |
|
|||
422 | can easily see pdb's full documentation with "import pdb;pdb.help()" |
|
|||
423 | at a prompt. |
|
|||
424 |
|
||||
425 | -p: run program under the control of the Python profiler module (which |
|
|||
426 | prints a detailed report of execution times, function calls, etc). |
|
|||
427 |
|
||||
428 | You can pass other options after -p which affect the behavior of the |
|
|||
429 | profiler itself. See the docs for %prun for details. |
|
|||
430 |
|
||||
431 | In this mode, the program's variables do NOT propagate back to the |
|
|||
432 | IPython interactive namespace (because they remain in the namespace |
|
|||
433 | where the profiler executes them). |
|
|||
434 |
|
||||
435 | Internally this triggers a call to %prun, see its documentation for |
|
|||
436 | details on the options available specifically for profiling. |
|
|||
437 |
|
||||
438 | There is one special usage for which the text above doesn't apply: |
|
|||
439 | if the filename ends with .ipy, the file is run as ipython script, |
|
|||
440 | just as if the commands were written on IPython prompt. |
|
|||
441 |
|
||||
442 | -m: specify module name to load instead of script path. Similar to |
|
|||
443 | the -m option for the python interpreter. Use this option last if you |
|
|||
444 | want to combine with other %run options. Unlike the python interpreter |
|
|||
445 | only source modules are allowed no .pyc or .pyo files. |
|
|||
446 | For example:: |
|
|||
447 |
|
||||
448 | %run -m example |
|
|||
449 |
|
||||
450 | will run the example module. |
|
|||
451 |
|
||||
452 | """ |
|
|||
453 |
|
||||
454 | # get arguments and set sys.argv for program to be run. |
|
|||
455 | opts, arg_lst = self.parse_options(parameter_s, 'nidtN:b:pD:l:rs:T:em:', |
|
|||
456 | mode='list', list_all=1) |
|
|||
457 | if "m" in opts: |
|
|||
458 | modulename = opts["m"][0] |
|
|||
459 | modpath = find_mod(modulename) |
|
|||
460 | if modpath is None: |
|
|||
461 | warn('%r is not a valid modulename on sys.path'%modulename) |
|
|||
462 | return |
|
|||
463 | arg_lst = [modpath] + arg_lst |
|
|||
464 | try: |
|
|||
465 | filename = file_finder(arg_lst[0]) |
|
|||
466 | except IndexError: |
|
|||
467 | warn('you must provide at least a filename.') |
|
|||
468 | print '\n%run:\n', oinspect.getdoc(self.run) |
|
|||
469 | return |
|
|||
470 | except IOError as e: |
|
|||
471 | try: |
|
|||
472 | msg = str(e) |
|
|||
473 | except UnicodeError: |
|
|||
474 | msg = e.message |
|
|||
475 | error(msg) |
|
|||
476 | return |
|
|||
477 |
|
||||
478 | if filename.lower().endswith('.ipy'): |
|
|||
479 | self.shell.safe_execfile_ipy(filename) |
|
|||
480 | return |
|
|||
481 |
|
||||
482 | # Control the response to exit() calls made by the script being run |
|
|||
483 | exit_ignore = 'e' in opts |
|
|||
484 |
|
||||
485 | # Make sure that the running script gets a proper sys.argv as if it |
|
|||
486 | # were run from a system shell. |
|
|||
487 | save_argv = sys.argv # save it for later restoring |
|
|||
488 |
|
||||
489 | # simulate shell expansion on arguments, at least tilde expansion |
|
|||
490 | args = [ os.path.expanduser(a) for a in arg_lst[1:] ] |
|
|||
491 |
|
||||
492 | sys.argv = [filename] + args # put in the proper filename |
|
|||
493 | # protect sys.argv from potential unicode strings on Python 2: |
|
|||
494 | if not py3compat.PY3: |
|
|||
495 | sys.argv = [ py3compat.cast_bytes(a) for a in sys.argv ] |
|
|||
496 |
|
||||
497 | if 'i' in opts: |
|
|||
498 | # Run in user's interactive namespace |
|
|||
499 | prog_ns = self.shell.user_ns |
|
|||
500 | __name__save = self.shell.user_ns['__name__'] |
|
|||
501 | prog_ns['__name__'] = '__main__' |
|
|||
502 | main_mod = self.shell.new_main_mod(prog_ns) |
|
|||
503 | else: |
|
|||
504 | # Run in a fresh, empty namespace |
|
|||
505 | if 'n' in opts: |
|
|||
506 | name = os.path.splitext(os.path.basename(filename))[0] |
|
|||
507 | else: |
|
|||
508 | name = '__main__' |
|
|||
509 |
|
||||
510 | main_mod = self.shell.new_main_mod() |
|
|||
511 | prog_ns = main_mod.__dict__ |
|
|||
512 | prog_ns['__name__'] = name |
|
|||
513 |
|
||||
514 | # Since '%run foo' emulates 'python foo.py' at the cmd line, we must |
|
|||
515 | # set the __file__ global in the script's namespace |
|
|||
516 | prog_ns['__file__'] = filename |
|
|||
517 |
|
||||
518 | # pickle fix. See interactiveshell for an explanation. But we need to |
|
|||
519 | # make sure that, if we overwrite __main__, we replace it at the end |
|
|||
520 | main_mod_name = prog_ns['__name__'] |
|
|||
521 |
|
||||
522 | if main_mod_name == '__main__': |
|
|||
523 | restore_main = sys.modules['__main__'] |
|
|||
524 | else: |
|
|||
525 | restore_main = False |
|
|||
526 |
|
||||
527 | # This needs to be undone at the end to prevent holding references to |
|
|||
528 | # every single object ever created. |
|
|||
529 | sys.modules[main_mod_name] = main_mod |
|
|||
530 |
|
||||
531 | try: |
|
|||
532 | stats = None |
|
|||
533 | with self.shell.readline_no_record: |
|
|||
534 | if 'p' in opts: |
|
|||
535 | stats = self.prun('', 0, opts, arg_lst, prog_ns) |
|
|||
536 | else: |
|
|||
537 | if 'd' in opts: |
|
|||
538 | deb = debugger.Pdb(self.shell.colors) |
|
|||
539 | # reset Breakpoint state, which is moronically kept |
|
|||
540 | # in a class |
|
|||
541 | bdb.Breakpoint.next = 1 |
|
|||
542 | bdb.Breakpoint.bplist = {} |
|
|||
543 | bdb.Breakpoint.bpbynumber = [None] |
|
|||
544 | # Set an initial breakpoint to stop execution |
|
|||
545 | maxtries = 10 |
|
|||
546 | bp = int(opts.get('b', [1])[0]) |
|
|||
547 | checkline = deb.checkline(filename, bp) |
|
|||
548 | if not checkline: |
|
|||
549 | for bp in range(bp + 1, bp + maxtries + 1): |
|
|||
550 | if deb.checkline(filename, bp): |
|
|||
551 | break |
|
|||
552 | else: |
|
|||
553 | msg = ("\nI failed to find a valid line to set " |
|
|||
554 | "a breakpoint\n" |
|
|||
555 | "after trying up to line: %s.\n" |
|
|||
556 | "Please set a valid breakpoint manually " |
|
|||
557 | "with the -b option." % bp) |
|
|||
558 | error(msg) |
|
|||
559 | return |
|
|||
560 | # if we find a good linenumber, set the breakpoint |
|
|||
561 | deb.do_break('%s:%s' % (filename, bp)) |
|
|||
562 | # Start file run |
|
|||
563 | print "NOTE: Enter 'c' at the", |
|
|||
564 | print "%s prompt to start your script." % deb.prompt |
|
|||
565 | ns = {'execfile': py3compat.execfile, 'prog_ns': prog_ns} |
|
|||
566 | try: |
|
|||
567 | deb.run('execfile("%s", prog_ns)' % filename, ns) |
|
|||
568 |
|
||||
569 | except: |
|
|||
570 | etype, value, tb = sys.exc_info() |
|
|||
571 | # Skip three frames in the traceback: the %run one, |
|
|||
572 | # one inside bdb.py, and the command-line typed by the |
|
|||
573 | # user (run by exec in pdb itself). |
|
|||
574 | self.shell.InteractiveTB(etype, value, tb, tb_offset=3) |
|
|||
575 | else: |
|
|||
576 | if runner is None: |
|
|||
577 | runner = self.default_runner |
|
|||
578 | if runner is None: |
|
|||
579 | runner = self.shell.safe_execfile |
|
|||
580 | if 't' in opts: |
|
|||
581 | # timed execution |
|
|||
582 | try: |
|
|||
583 | nruns = int(opts['N'][0]) |
|
|||
584 | if nruns < 1: |
|
|||
585 | error('Number of runs must be >=1') |
|
|||
586 | return |
|
|||
587 | except (KeyError): |
|
|||
588 | nruns = 1 |
|
|||
589 | twall0 = time.time() |
|
|||
590 | if nruns == 1: |
|
|||
591 | t0 = clock2() |
|
|||
592 | runner(filename, prog_ns, prog_ns, |
|
|||
593 | exit_ignore=exit_ignore) |
|
|||
594 | t1 = clock2() |
|
|||
595 | t_usr = t1[0] - t0[0] |
|
|||
596 | t_sys = t1[1] - t0[1] |
|
|||
597 | print "\nIPython CPU timings (estimated):" |
|
|||
598 | print " User : %10.2f s." % t_usr |
|
|||
599 | print " System : %10.2f s." % t_sys |
|
|||
600 | else: |
|
|||
601 | runs = range(nruns) |
|
|||
602 | t0 = clock2() |
|
|||
603 | for nr in runs: |
|
|||
604 | runner(filename, prog_ns, prog_ns, |
|
|||
605 | exit_ignore=exit_ignore) |
|
|||
606 | t1 = clock2() |
|
|||
607 | t_usr = t1[0] - t0[0] |
|
|||
608 | t_sys = t1[1] - t0[1] |
|
|||
609 | print "\nIPython CPU timings (estimated):" |
|
|||
610 | print "Total runs performed:", nruns |
|
|||
611 | print " Times : %10.2f %10.2f" % ('Total', 'Per run') |
|
|||
612 | print " User : %10.2f s, %10.2f s." % (t_usr, t_usr / nruns) |
|
|||
613 | print " System : %10.2f s, %10.2f s." % (t_sys, t_sys / nruns) |
|
|||
614 | twall1 = time.time() |
|
|||
615 | print "Wall time: %10.2f s." % (twall1 - twall0) |
|
|||
616 |
|
||||
617 | else: |
|
|||
618 | # regular execution |
|
|||
619 | runner(filename, prog_ns, prog_ns, exit_ignore=exit_ignore) |
|
|||
620 |
|
||||
621 | if 'i' in opts: |
|
|||
622 | self.shell.user_ns['__name__'] = __name__save |
|
|||
623 | else: |
|
|||
624 | # The shell MUST hold a reference to prog_ns so after %run |
|
|||
625 | # exits, the python deletion mechanism doesn't zero it out |
|
|||
626 | # (leaving dangling references). |
|
|||
627 | self.shell.cache_main_mod(prog_ns, filename) |
|
|||
628 | # update IPython interactive namespace |
|
|||
629 |
|
||||
630 | # Some forms of read errors on the file may mean the |
|
|||
631 | # __name__ key was never set; using pop we don't have to |
|
|||
632 | # worry about a possible KeyError. |
|
|||
633 | prog_ns.pop('__name__', None) |
|
|||
634 |
|
||||
635 | self.shell.user_ns.update(prog_ns) |
|
|||
636 | finally: |
|
|||
637 | # It's a bit of a mystery why, but __builtins__ can change from |
|
|||
638 | # being a module to becoming a dict missing some key data after |
|
|||
639 | # %run. As best I can see, this is NOT something IPython is doing |
|
|||
640 | # at all, and similar problems have been reported before: |
|
|||
641 | # http://coding.derkeiler.com/Archive/Python/comp.lang.python/2004-10/0188.html |
|
|||
642 | # Since this seems to be done by the interpreter itself, the best |
|
|||
643 | # we can do is to at least restore __builtins__ for the user on |
|
|||
644 | # exit. |
|
|||
645 | self.shell.user_ns['__builtins__'] = builtin_mod |
|
|||
646 |
|
||||
647 | # Ensure key global structures are restored |
|
|||
648 | sys.argv = save_argv |
|
|||
649 | if restore_main: |
|
|||
650 | sys.modules['__main__'] = restore_main |
|
|||
651 | else: |
|
|||
652 | # Remove from sys.modules the reference to main_mod we'd |
|
|||
653 | # added. Otherwise it will trap references to objects |
|
|||
654 | # contained therein. |
|
|||
655 | del sys.modules[main_mod_name] |
|
|||
656 |
|
||||
657 | return stats |
|
|||
658 |
|
||||
659 | @skip_doctest |
|
|||
660 | @line_magic |
|
|||
661 | def timeit(self, parameter_s=''): |
|
|||
662 | """Time execution of a Python statement or expression |
|
|||
663 |
|
||||
664 | Usage:\\ |
|
|||
665 | %timeit [-n<N> -r<R> [-t|-c]] statement |
|
|||
666 |
|
||||
667 | Time execution of a Python statement or expression using the timeit |
|
|||
668 | module. |
|
|||
669 |
|
||||
670 | Options: |
|
|||
671 | -n<N>: execute the given statement <N> times in a loop. If this value |
|
|||
672 | is not given, a fitting value is chosen. |
|
|||
673 |
|
||||
674 | -r<R>: repeat the loop iteration <R> times and take the best result. |
|
|||
675 | Default: 3 |
|
|||
676 |
|
||||
677 | -t: use time.time to measure the time, which is the default on Unix. |
|
|||
678 | This function measures wall time. |
|
|||
679 |
|
||||
680 | -c: use time.clock to measure the time, which is the default on |
|
|||
681 | Windows and measures wall time. On Unix, resource.getrusage is used |
|
|||
682 | instead and returns the CPU user time. |
|
|||
683 |
|
||||
684 | -p<P>: use a precision of <P> digits to display the timing result. |
|
|||
685 | Default: 3 |
|
|||
686 |
|
||||
687 |
|
||||
688 | Examples |
|
|||
689 | -------- |
|
|||
690 | :: |
|
|||
691 |
|
||||
692 | In [1]: %timeit pass |
|
|||
693 | 10000000 loops, best of 3: 53.3 ns per loop |
|
|||
694 |
|
||||
695 | In [2]: u = None |
|
|||
696 |
|
||||
697 | In [3]: %timeit u is None |
|
|||
698 | 10000000 loops, best of 3: 184 ns per loop |
|
|||
699 |
|
||||
700 | In [4]: %timeit -r 4 u == None |
|
|||
701 | 1000000 loops, best of 4: 242 ns per loop |
|
|||
702 |
|
||||
703 | In [5]: import time |
|
|||
704 |
|
||||
705 | In [6]: %timeit -n1 time.sleep(2) |
|
|||
706 | 1 loops, best of 3: 2 s per loop |
|
|||
707 |
|
||||
708 |
|
||||
709 | The times reported by %timeit will be slightly higher than those |
|
|||
710 | reported by the timeit.py script when variables are accessed. This is |
|
|||
711 | due to the fact that %timeit executes the statement in the namespace |
|
|||
712 | of the shell, compared with timeit.py, which uses a single setup |
|
|||
713 | statement to import function or create variables. Generally, the bias |
|
|||
714 | does not matter as long as results from timeit.py are not mixed with |
|
|||
715 | those from %timeit.""" |
|
|||
716 |
|
||||
717 | import timeit |
|
|||
718 | import math |
|
|||
719 |
|
||||
720 | # XXX: Unfortunately the unicode 'micro' symbol can cause problems in |
|
|||
721 | # certain terminals. Until we figure out a robust way of |
|
|||
722 | # auto-detecting if the terminal can deal with it, use plain 'us' for |
|
|||
723 | # microseconds. I am really NOT happy about disabling the proper |
|
|||
724 | # 'micro' prefix, but crashing is worse... If anyone knows what the |
|
|||
725 | # right solution for this is, I'm all ears... |
|
|||
726 | # |
|
|||
727 | # Note: using |
|
|||
728 | # |
|
|||
729 | # s = u'\xb5' |
|
|||
730 | # s.encode(sys.getdefaultencoding()) |
|
|||
731 | # |
|
|||
732 | # is not sufficient, as I've seen terminals where that fails but |
|
|||
733 | # print s |
|
|||
734 | # |
|
|||
735 | # succeeds |
|
|||
736 | # |
|
|||
737 | # See bug: https://bugs.launchpad.net/ipython/+bug/348466 |
|
|||
738 |
|
||||
739 | #units = [u"s", u"ms",u'\xb5',"ns"] |
|
|||
740 | units = [u"s", u"ms",u'us',"ns"] |
|
|||
741 |
|
||||
742 | scaling = [1, 1e3, 1e6, 1e9] |
|
|||
743 |
|
||||
744 | opts, stmt = self.parse_options(parameter_s,'n:r:tcp:', |
|
|||
745 | posix=False, strict=False) |
|
|||
746 | if stmt == "": |
|
|||
747 | return |
|
|||
748 | timefunc = timeit.default_timer |
|
|||
749 | number = int(getattr(opts, "n", 0)) |
|
|||
750 | repeat = int(getattr(opts, "r", timeit.default_repeat)) |
|
|||
751 | precision = int(getattr(opts, "p", 3)) |
|
|||
752 | if hasattr(opts, "t"): |
|
|||
753 | timefunc = time.time |
|
|||
754 | if hasattr(opts, "c"): |
|
|||
755 | timefunc = clock |
|
|||
756 |
|
||||
757 | timer = timeit.Timer(timer=timefunc) |
|
|||
758 | # this code has tight coupling to the inner workings of timeit.Timer, |
|
|||
759 | # but is there a better way to achieve that the code stmt has access |
|
|||
760 | # to the shell namespace? |
|
|||
761 |
|
||||
762 | src = timeit.template % {'stmt': timeit.reindent(stmt, 8), |
|
|||
763 | 'setup': "pass"} |
|
|||
764 | # Track compilation time so it can be reported if too long |
|
|||
765 | # Minimum time above which compilation time will be reported |
|
|||
766 | tc_min = 0.1 |
|
|||
767 |
|
||||
768 | t0 = clock() |
|
|||
769 | code = compile(src, "<magic-timeit>", "exec") |
|
|||
770 | tc = clock()-t0 |
|
|||
771 |
|
||||
772 | ns = {} |
|
|||
773 | exec code in self.shell.user_ns, ns |
|
|||
774 | timer.inner = ns["inner"] |
|
|||
775 |
|
||||
776 | if number == 0: |
|
|||
777 | # determine number so that 0.2 <= total time < 2.0 |
|
|||
778 | number = 1 |
|
|||
779 | for i in range(1, 10): |
|
|||
780 | if timer.timeit(number) >= 0.2: |
|
|||
781 | break |
|
|||
782 | number *= 10 |
|
|||
783 |
|
||||
784 | best = min(timer.repeat(repeat, number)) / number |
|
|||
785 |
|
||||
786 | if best > 0.0 and best < 1000.0: |
|
|||
787 | order = min(-int(math.floor(math.log10(best)) // 3), 3) |
|
|||
788 | elif best >= 1000.0: |
|
|||
789 | order = 0 |
|
|||
790 | else: |
|
|||
791 | order = 3 |
|
|||
792 | print u"%d loops, best of %d: %.*g %s per loop" % (number, repeat, |
|
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793 | precision, |
|
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794 | best * scaling[order], |
|
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795 | units[order]) |
|
|||
796 | if tc > tc_min: |
|
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797 | print "Compiler time: %.2f s" % tc |
|
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798 |
|
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799 | @skip_doctest |
|
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800 | @needs_local_scope |
|
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801 | @line_magic |
|
|||
802 | def time(self,parameter_s, user_locals): |
|
|||
803 | """Time execution of a Python statement or expression. |
|
|||
804 |
|
||||
805 | The CPU and wall clock times are printed, and the value of the |
|
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806 | expression (if any) is returned. Note that under Win32, system time |
|
|||
807 | is always reported as 0, since it can not be measured. |
|
|||
808 |
|
||||
809 | This function provides very basic timing functionality. In Python |
|
|||
810 | 2.3, the timeit module offers more control and sophistication, so this |
|
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811 | could be rewritten to use it (patches welcome). |
|
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812 |
|
||||
813 | Examples |
|
|||
814 | -------- |
|
|||
815 | :: |
|
|||
816 |
|
||||
817 | In [1]: time 2**128 |
|
|||
818 | CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s |
|
|||
819 | Wall time: 0.00 |
|
|||
820 | Out[1]: 340282366920938463463374607431768211456L |
|
|||
821 |
|
||||
822 | In [2]: n = 1000000 |
|
|||
823 |
|
||||
824 | In [3]: time sum(range(n)) |
|
|||
825 | CPU times: user 1.20 s, sys: 0.05 s, total: 1.25 s |
|
|||
826 | Wall time: 1.37 |
|
|||
827 | Out[3]: 499999500000L |
|
|||
828 |
|
||||
829 | In [4]: time print 'hello world' |
|
|||
830 | hello world |
|
|||
831 | CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s |
|
|||
832 | Wall time: 0.00 |
|
|||
833 |
|
||||
834 | Note that the time needed by Python to compile the given expression |
|
|||
835 | will be reported if it is more than 0.1s. In this example, the |
|
|||
836 | actual exponentiation is done by Python at compilation time, so while |
|
|||
837 | the expression can take a noticeable amount of time to compute, that |
|
|||
838 | time is purely due to the compilation: |
|
|||
839 |
|
||||
840 | In [5]: time 3**9999; |
|
|||
841 | CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s |
|
|||
842 | Wall time: 0.00 s |
|
|||
843 |
|
||||
844 | In [6]: time 3**999999; |
|
|||
845 | CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s |
|
|||
846 | Wall time: 0.00 s |
|
|||
847 | Compiler : 0.78 s |
|
|||
848 | """ |
|
|||
849 |
|
||||
850 | # fail immediately if the given expression can't be compiled |
|
|||
851 |
|
||||
852 | expr = self.shell.prefilter(parameter_s,False) |
|
|||
853 |
|
||||
854 | # Minimum time above which compilation time will be reported |
|
|||
855 | tc_min = 0.1 |
|
|||
856 |
|
||||
857 | try: |
|
|||
858 | mode = 'eval' |
|
|||
859 | t0 = clock() |
|
|||
860 | code = compile(expr,'<timed eval>',mode) |
|
|||
861 | tc = clock()-t0 |
|
|||
862 | except SyntaxError: |
|
|||
863 | mode = 'exec' |
|
|||
864 | t0 = clock() |
|
|||
865 | code = compile(expr,'<timed exec>',mode) |
|
|||
866 | tc = clock()-t0 |
|
|||
867 | # skew measurement as little as possible |
|
|||
868 | glob = self.shell.user_ns |
|
|||
869 | wtime = time.time |
|
|||
870 | # time execution |
|
|||
871 | wall_st = wtime() |
|
|||
872 | if mode=='eval': |
|
|||
873 | st = clock2() |
|
|||
874 | out = eval(code, glob, user_locals) |
|
|||
875 | end = clock2() |
|
|||
876 | else: |
|
|||
877 | st = clock2() |
|
|||
878 | exec code in glob, user_locals |
|
|||
879 | end = clock2() |
|
|||
880 | out = None |
|
|||
881 | wall_end = wtime() |
|
|||
882 | # Compute actual times and report |
|
|||
883 | wall_time = wall_end-wall_st |
|
|||
884 | cpu_user = end[0]-st[0] |
|
|||
885 | cpu_sys = end[1]-st[1] |
|
|||
886 | cpu_tot = cpu_user+cpu_sys |
|
|||
887 | print "CPU times: user %.2f s, sys: %.2f s, total: %.2f s" % \ |
|
|||
888 | (cpu_user,cpu_sys,cpu_tot) |
|
|||
889 | print "Wall time: %.2f s" % wall_time |
|
|||
890 | if tc > tc_min: |
|
|||
891 | print "Compiler : %.2f s" % tc |
|
|||
892 | return out |
|
|||
893 |
|
||||
894 | @skip_doctest |
|
|||
895 | @line_magic |
|
|||
896 | def macro(self, parameter_s=''): |
|
|||
897 | """Define a macro for future re-execution. It accepts ranges of history, |
|
|||
898 | filenames or string objects. |
|
|||
899 |
|
||||
900 | Usage:\\ |
|
|||
901 | %macro [options] name n1-n2 n3-n4 ... n5 .. n6 ... |
|
|||
902 |
|
||||
903 | Options: |
|
|||
904 |
|
||||
905 | -r: use 'raw' input. By default, the 'processed' history is used, |
|
|||
906 | so that magics are loaded in their transformed version to valid |
|
|||
907 | Python. If this option is given, the raw input as typed as the |
|
|||
908 | command line is used instead. |
|
|||
909 |
|
||||
910 | This will define a global variable called `name` which is a string |
|
|||
911 | made of joining the slices and lines you specify (n1,n2,... numbers |
|
|||
912 | above) from your input history into a single string. This variable |
|
|||
913 | acts like an automatic function which re-executes those lines as if |
|
|||
914 | you had typed them. You just type 'name' at the prompt and the code |
|
|||
915 | executes. |
|
|||
916 |
|
||||
917 | The syntax for indicating input ranges is described in %history. |
|
|||
918 |
|
||||
919 | Note: as a 'hidden' feature, you can also use traditional python slice |
|
|||
920 | notation, where N:M means numbers N through M-1. |
|
|||
921 |
|
||||
922 | For example, if your history contains (%hist prints it):: |
|
|||
923 |
|
||||
924 | 44: x=1 |
|
|||
925 | 45: y=3 |
|
|||
926 | 46: z=x+y |
|
|||
927 | 47: print x |
|
|||
928 | 48: a=5 |
|
|||
929 | 49: print 'x',x,'y',y |
|
|||
930 |
|
||||
931 | you can create a macro with lines 44 through 47 (included) and line 49 |
|
|||
932 | called my_macro with:: |
|
|||
933 |
|
||||
934 | In [55]: %macro my_macro 44-47 49 |
|
|||
935 |
|
||||
936 | Now, typing `my_macro` (without quotes) will re-execute all this code |
|
|||
937 | in one pass. |
|
|||
938 |
|
||||
939 | You don't need to give the line-numbers in order, and any given line |
|
|||
940 | number can appear multiple times. You can assemble macros with any |
|
|||
941 | lines from your input history in any order. |
|
|||
942 |
|
||||
943 | The macro is a simple object which holds its value in an attribute, |
|
|||
944 | but IPython's display system checks for macros and executes them as |
|
|||
945 | code instead of printing them when you type their name. |
|
|||
946 |
|
||||
947 | You can view a macro's contents by explicitly printing it with:: |
|
|||
948 |
|
||||
949 | print macro_name |
|
|||
950 |
|
||||
951 | """ |
|
|||
952 | opts,args = self.parse_options(parameter_s,'r',mode='list') |
|
|||
953 | if not args: # List existing macros |
|
|||
954 | return sorted(k for k,v in self.shell.user_ns.iteritems() if\ |
|
|||
955 | isinstance(v, Macro)) |
|
|||
956 | if len(args) == 1: |
|
|||
957 | raise UsageError( |
|
|||
958 | "%macro insufficient args; usage '%macro name n1-n2 n3-4...") |
|
|||
959 | name, codefrom = args[0], " ".join(args[1:]) |
|
|||
960 |
|
||||
961 | #print 'rng',ranges # dbg |
|
|||
962 | try: |
|
|||
963 | lines = self.shell.find_user_code(codefrom, 'r' in opts) |
|
|||
964 | except (ValueError, TypeError) as e: |
|
|||
965 | print e.args[0] |
|
|||
966 | return |
|
|||
967 | macro = Macro(lines) |
|
|||
968 | self.shell.define_macro(name, macro) |
|
|||
969 | print 'Macro `%s` created. To execute, type its name (without quotes).' % name |
|
|||
970 | print '=== Macro contents: ===' |
|
|||
971 | print macro, |
|
|||
972 |
|
||||
973 |
|
||||
974 | @register_magics |
|
|||
975 | class AutoMagics(Magics): |
|
70 | class AutoMagics(Magics): | |
976 | """Magics that control various autoX behaviors.""" |
|
71 | """Magics that control various autoX behaviors.""" | |
977 |
|
72 |
@@ -16,6 +16,7 b' from IPython.core.magic import Magics, register_magics' | |||||
16 | from .basic import BasicMagics |
|
16 | from .basic import BasicMagics | |
17 | from .code import CodeMagics, MacroToEdit |
|
17 | from .code import CodeMagics, MacroToEdit | |
18 | from .config import ConfigMagics |
|
18 | from .config import ConfigMagics | |
|
19 | from .execution import ExecutionMagics | |||
19 | from .history import HistoryMagics |
|
20 | from .history import HistoryMagics | |
20 | from .namespace import NamespaceMagics |
|
21 | from .namespace import NamespaceMagics | |
21 |
|
22 |
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