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1 | 1 | # encoding: utf-8 |
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2 | 2 | """Magic functions for InteractiveShell. |
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3 | 3 | """ |
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4 | 4 | |
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5 | 5 | #----------------------------------------------------------------------------- |
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6 | 6 | # Copyright (C) 2001 Janko Hauser <jhauser@zscout.de> and |
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7 | 7 | # Copyright (C) 2001 Fernando Perez <fperez@colorado.edu> |
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8 | 8 | # Copyright (C) 2008 The IPython Development Team |
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9 | 9 | |
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10 | 10 | # Distributed under the terms of the BSD License. The full license is in |
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11 | 11 | # the file COPYING, distributed as part of this software. |
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12 | 12 | #----------------------------------------------------------------------------- |
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13 | 13 | |
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14 | 14 | import os |
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15 | 15 | import re |
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16 | 16 | import sys |
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17 | 17 | from getopt import getopt, GetoptError |
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18 | 18 | |
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19 | 19 | from traitlets.config.configurable import Configurable |
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20 | 20 | from . import oinspect |
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21 | 21 | from .error import UsageError |
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22 | 22 | from .inputtransformer2 import ESC_MAGIC, ESC_MAGIC2 |
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23 | 23 | from ..utils.ipstruct import Struct |
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24 | 24 | from ..utils.process import arg_split |
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25 | 25 | from ..utils.text import dedent |
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26 | 26 | from traitlets import Bool, Dict, Instance, observe |
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27 | 27 | from logging import error |
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28 | 28 | |
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29 | 29 | #----------------------------------------------------------------------------- |
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30 | 30 | # Globals |
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31 | 31 | #----------------------------------------------------------------------------- |
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32 | 32 | |
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33 | 33 | # A dict we'll use for each class that has magics, used as temporary storage to |
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34 | 34 | # pass information between the @line/cell_magic method decorators and the |
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35 | 35 | # @magics_class class decorator, because the method decorators have no |
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36 | 36 | # access to the class when they run. See for more details: |
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37 | 37 | # http://stackoverflow.com/questions/2366713/can-a-python-decorator-of-an-instance-method-access-the-class |
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38 | 38 | |
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39 | 39 | magics = dict(line={}, cell={}) |
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40 | 40 | |
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41 | 41 | magic_kinds = ('line', 'cell') |
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42 | 42 | magic_spec = ('line', 'cell', 'line_cell') |
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43 | 43 | magic_escapes = dict(line=ESC_MAGIC, cell=ESC_MAGIC2) |
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44 | 44 | |
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45 | 45 | #----------------------------------------------------------------------------- |
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46 | 46 | # Utility classes and functions |
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47 | 47 | #----------------------------------------------------------------------------- |
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48 | 48 | |
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49 | 49 | class Bunch: pass |
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50 | 50 | |
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51 | 51 | |
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52 | 52 | def on_off(tag): |
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53 | 53 | """Return an ON/OFF string for a 1/0 input. Simple utility function.""" |
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54 | 54 | return ['OFF','ON'][tag] |
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55 | 55 | |
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56 | 56 | |
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57 | 57 | def compress_dhist(dh): |
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58 | 58 | """Compress a directory history into a new one with at most 20 entries. |
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59 | 59 | |
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60 | 60 | Return a new list made from the first and last 10 elements of dhist after |
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61 | 61 | removal of duplicates. |
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62 | 62 | """ |
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63 | 63 | head, tail = dh[:-10], dh[-10:] |
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64 | 64 | |
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65 | 65 | newhead = [] |
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66 | 66 | done = set() |
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67 | 67 | for h in head: |
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68 | 68 | if h in done: |
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69 | 69 | continue |
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70 | 70 | newhead.append(h) |
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71 | 71 | done.add(h) |
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72 | 72 | |
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73 | 73 | return newhead + tail |
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74 | 74 | |
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75 | 75 | |
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76 | 76 | def needs_local_scope(func): |
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77 | 77 | """Decorator to mark magic functions which need to local scope to run.""" |
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78 | 78 | func.needs_local_scope = True |
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79 | 79 | return func |
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80 | 80 | |
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81 | 81 | #----------------------------------------------------------------------------- |
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82 | 82 | # Class and method decorators for registering magics |
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83 | 83 | #----------------------------------------------------------------------------- |
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84 | 84 | |
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85 | 85 | def magics_class(cls): |
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86 | 86 | """Class decorator for all subclasses of the main Magics class. |
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87 | 87 | |
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88 | 88 | Any class that subclasses Magics *must* also apply this decorator, to |
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89 | 89 | ensure that all the methods that have been decorated as line/cell magics |
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90 | 90 | get correctly registered in the class instance. This is necessary because |
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91 | 91 | when method decorators run, the class does not exist yet, so they |
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92 | 92 | temporarily store their information into a module global. Application of |
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93 | 93 | this class decorator copies that global data to the class instance and |
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94 | 94 | clears the global. |
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95 | 95 | |
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96 | 96 | Obviously, this mechanism is not thread-safe, which means that the |
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97 | 97 | *creation* of subclasses of Magic should only be done in a single-thread |
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98 | 98 | context. Instantiation of the classes has no restrictions. Given that |
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99 | 99 | these classes are typically created at IPython startup time and before user |
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100 | 100 | application code becomes active, in practice this should not pose any |
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101 | 101 | problems. |
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102 | 102 | """ |
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103 | 103 | cls.registered = True |
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104 | 104 | cls.magics = dict(line = magics['line'], |
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105 | 105 | cell = magics['cell']) |
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106 | 106 | magics['line'] = {} |
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107 | 107 | magics['cell'] = {} |
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108 | 108 | return cls |
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109 | 109 | |
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110 | 110 | |
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111 | 111 | def record_magic(dct, magic_kind, magic_name, func): |
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112 | 112 | """Utility function to store a function as a magic of a specific kind. |
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113 | 113 | |
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114 | 114 | Parameters |
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115 | 115 | ---------- |
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116 | 116 | dct : dict |
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117 | 117 | A dictionary with 'line' and 'cell' subdicts. |
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118 | 118 | magic_kind : str |
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119 | 119 | Kind of magic to be stored. |
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120 | 120 | magic_name : str |
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121 | 121 | Key to store the magic as. |
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122 | 122 | func : function |
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123 | 123 | Callable object to store. |
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124 | 124 | """ |
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125 | 125 | if magic_kind == 'line_cell': |
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126 | 126 | dct['line'][magic_name] = dct['cell'][magic_name] = func |
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127 | 127 | else: |
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128 | 128 | dct[magic_kind][magic_name] = func |
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129 | 129 | |
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130 | 130 | |
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131 | 131 | def validate_type(magic_kind): |
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132 | 132 | """Ensure that the given magic_kind is valid. |
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133 | 133 | |
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134 | 134 | Check that the given magic_kind is one of the accepted spec types (stored |
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135 | 135 | in the global `magic_spec`), raise ValueError otherwise. |
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136 | 136 | """ |
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137 | 137 | if magic_kind not in magic_spec: |
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138 | 138 | raise ValueError('magic_kind must be one of %s, %s given' % |
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139 | 139 | magic_kinds, magic_kind) |
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140 | 140 | |
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141 | 141 | |
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142 | 142 | # The docstrings for the decorator below will be fairly similar for the two |
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143 | 143 | # types (method and function), so we generate them here once and reuse the |
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144 | 144 | # templates below. |
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145 | 145 | _docstring_template = \ |
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146 | 146 | """Decorate the given {0} as {1} magic. |
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147 | 147 | |
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148 | 148 | The decorator can be used with or without arguments, as follows. |
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149 | 149 | |
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150 | 150 | i) without arguments: it will create a {1} magic named as the {0} being |
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151 | 151 | decorated:: |
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152 | 152 | |
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153 | 153 | @deco |
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154 | 154 | def foo(...) |
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155 | 155 | |
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156 | 156 | will create a {1} magic named `foo`. |
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157 | 157 | |
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158 | 158 | ii) with one string argument: which will be used as the actual name of the |
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159 | 159 | resulting magic:: |
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160 | 160 | |
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161 | 161 | @deco('bar') |
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162 | 162 | def foo(...) |
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163 | 163 | |
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164 | 164 | will create a {1} magic named `bar`. |
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165 | 165 | |
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166 | 166 | To register a class magic use ``Interactiveshell.register_magic(class or instance)``. |
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167 | 167 | """ |
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168 | 168 | |
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169 | 169 | # These two are decorator factories. While they are conceptually very similar, |
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170 | 170 | # there are enough differences in the details that it's simpler to have them |
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171 | 171 | # written as completely standalone functions rather than trying to share code |
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172 | 172 | # and make a single one with convoluted logic. |
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173 | 173 | |
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174 | 174 | def _method_magic_marker(magic_kind): |
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175 | 175 | """Decorator factory for methods in Magics subclasses. |
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176 | 176 | """ |
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177 | 177 | |
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178 | 178 | validate_type(magic_kind) |
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179 | 179 | |
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180 | 180 | # This is a closure to capture the magic_kind. We could also use a class, |
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181 | 181 | # but it's overkill for just that one bit of state. |
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182 | 182 | def magic_deco(arg): |
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183 | 183 | if callable(arg): |
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184 | 184 | # "Naked" decorator call (just @foo, no args) |
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185 | 185 | func = arg |
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186 | 186 | name = func.__name__ |
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187 | 187 | retval = arg |
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188 | 188 | record_magic(magics, magic_kind, name, name) |
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189 | 189 | elif isinstance(arg, str): |
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190 | 190 | # Decorator called with arguments (@foo('bar')) |
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191 | 191 | name = arg |
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192 | 192 | def mark(func, *a, **kw): |
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193 | 193 | record_magic(magics, magic_kind, name, func.__name__) |
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194 | 194 | return func |
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195 | 195 | retval = mark |
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196 | 196 | else: |
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197 | 197 | raise TypeError("Decorator can only be called with " |
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198 | 198 | "string or function") |
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199 | 199 | return retval |
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200 | 200 | |
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201 | 201 | # Ensure the resulting decorator has a usable docstring |
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202 | 202 | magic_deco.__doc__ = _docstring_template.format('method', magic_kind) |
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203 | 203 | return magic_deco |
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204 | 204 | |
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205 | 205 | |
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206 | 206 | def _function_magic_marker(magic_kind): |
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207 | 207 | """Decorator factory for standalone functions. |
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208 | 208 | """ |
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209 | 209 | validate_type(magic_kind) |
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210 | 210 | |
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211 | 211 | # This is a closure to capture the magic_kind. We could also use a class, |
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212 | 212 | # but it's overkill for just that one bit of state. |
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213 | 213 | def magic_deco(arg): |
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214 | 214 | # Find get_ipython() in the caller's namespace |
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215 | 215 | caller = sys._getframe(1) |
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216 | 216 | for ns in ['f_locals', 'f_globals', 'f_builtins']: |
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217 | 217 | get_ipython = getattr(caller, ns).get('get_ipython') |
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218 | 218 | if get_ipython is not None: |
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219 | 219 | break |
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220 | 220 | else: |
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221 | 221 | raise NameError('Decorator can only run in context where ' |
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222 | 222 | '`get_ipython` exists') |
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223 | 223 | |
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224 | 224 | ip = get_ipython() |
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225 | 225 | |
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226 | 226 | if callable(arg): |
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227 | 227 | # "Naked" decorator call (just @foo, no args) |
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228 | 228 | func = arg |
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229 | 229 | name = func.__name__ |
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230 | 230 | ip.register_magic_function(func, magic_kind, name) |
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231 | 231 | retval = arg |
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232 | 232 | elif isinstance(arg, str): |
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233 | 233 | # Decorator called with arguments (@foo('bar')) |
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234 | 234 | name = arg |
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235 | 235 | def mark(func, *a, **kw): |
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236 | 236 | ip.register_magic_function(func, magic_kind, name) |
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237 | 237 | return func |
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238 | 238 | retval = mark |
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239 | 239 | else: |
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240 | 240 | raise TypeError("Decorator can only be called with " |
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241 | 241 | "string or function") |
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242 | 242 | return retval |
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243 | 243 | |
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244 | 244 | # Ensure the resulting decorator has a usable docstring |
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245 | 245 | ds = _docstring_template.format('function', magic_kind) |
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246 | 246 | |
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247 | 247 | ds += dedent(""" |
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248 | 248 | Note: this decorator can only be used in a context where IPython is already |
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249 | 249 | active, so that the `get_ipython()` call succeeds. You can therefore use |
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250 | 250 | it in your startup files loaded after IPython initializes, but *not* in the |
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251 | 251 | IPython configuration file itself, which is executed before IPython is |
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252 | 252 | fully up and running. Any file located in the `startup` subdirectory of |
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253 | 253 | your configuration profile will be OK in this sense. |
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254 | 254 | """) |
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255 | 255 | |
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256 | 256 | magic_deco.__doc__ = ds |
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257 | 257 | return magic_deco |
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258 | 258 | |
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259 | 259 | |
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260 | 260 | MAGIC_NO_VAR_EXPAND_ATTR = "_ipython_magic_no_var_expand" |
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261 |
MAGIC_OUTPUT_CAN_BE_ |
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261 | MAGIC_OUTPUT_CAN_BE_SILENCED = "_ipython_magic_output_can_be_silenced" | |
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262 | 262 | |
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263 | 263 | |
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264 | 264 | def no_var_expand(magic_func): |
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265 | 265 | """Mark a magic function as not needing variable expansion |
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266 | 266 | |
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267 | 267 | By default, IPython interprets `{a}` or `$a` in the line passed to magics |
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268 | 268 | as variables that should be interpolated from the interactive namespace |
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269 | 269 | before passing the line to the magic function. |
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270 | 270 | This is not always desirable, e.g. when the magic executes Python code |
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271 | 271 | (%timeit, %time, etc.). |
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272 | 272 | Decorate magics with `@no_var_expand` to opt-out of variable expansion. |
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273 | 273 | |
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274 | 274 | .. versionadded:: 7.3 |
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275 | 275 | """ |
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276 | 276 | setattr(magic_func, MAGIC_NO_VAR_EXPAND_ATTR, True) |
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277 | 277 | return magic_func |
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278 | 278 | |
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279 | 279 | |
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280 |
def output_can_be_ |
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281 |
"""Mark a magic function so its output may be |
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280 | def output_can_be_silenced(magic_func): | |
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281 | """Mark a magic function so its output may be silenced. | |
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282 | 282 | |
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283 |
The output is |
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283 | The output is silenced if the Python expression used as a parameter of | |
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284 | 284 | the magic ends in a semicolon, not counting a Python comment that can |
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285 |
follow |
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285 | follow it. | |
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286 | 286 | """ |
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287 |
setattr(magic_func, MAGIC_OUTPUT_CAN_BE_ |
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287 | setattr(magic_func, MAGIC_OUTPUT_CAN_BE_SILENCED, True) | |
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288 | 288 | return magic_func |
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289 | 289 | |
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290 | 290 | # Create the actual decorators for public use |
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291 | 291 | |
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292 | 292 | # These three are used to decorate methods in class definitions |
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293 | 293 | line_magic = _method_magic_marker('line') |
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294 | 294 | cell_magic = _method_magic_marker('cell') |
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295 | 295 | line_cell_magic = _method_magic_marker('line_cell') |
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296 | 296 | |
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297 | 297 | # These three decorate standalone functions and perform the decoration |
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298 | 298 | # immediately. They can only run where get_ipython() works |
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299 | 299 | register_line_magic = _function_magic_marker('line') |
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300 | 300 | register_cell_magic = _function_magic_marker('cell') |
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301 | 301 | register_line_cell_magic = _function_magic_marker('line_cell') |
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302 | 302 | |
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303 | 303 | #----------------------------------------------------------------------------- |
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304 | 304 | # Core Magic classes |
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305 | 305 | #----------------------------------------------------------------------------- |
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306 | 306 | |
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307 | 307 | class MagicsManager(Configurable): |
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308 | 308 | """Object that handles all magic-related functionality for IPython. |
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309 | 309 | """ |
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310 | 310 | # Non-configurable class attributes |
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311 | 311 | |
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312 | 312 | # A two-level dict, first keyed by magic type, then by magic function, and |
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313 | 313 | # holding the actual callable object as value. This is the dict used for |
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314 | 314 | # magic function dispatch |
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315 | 315 | magics = Dict() |
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316 | 316 | lazy_magics = Dict( |
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317 | 317 | help=""" |
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318 | 318 | Mapping from magic names to modules to load. |
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319 | 319 | |
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320 | 320 | This can be used in IPython/IPykernel configuration to declare lazy magics |
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321 | 321 | that will only be imported/registered on first use. |
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322 | 322 | |
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323 | 323 | For example:: |
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324 | 324 | |
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325 | 325 | c.MagicsManager.lazy_magics = { |
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326 | 326 | "my_magic": "slow.to.import", |
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327 | 327 | "my_other_magic": "also.slow", |
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328 | 328 | } |
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329 | 329 | |
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330 | 330 | On first invocation of `%my_magic`, `%%my_magic`, `%%my_other_magic` or |
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331 | 331 | `%%my_other_magic`, the corresponding module will be loaded as an ipython |
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332 | 332 | extensions as if you had previously done `%load_ext ipython`. |
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333 | 333 | |
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334 | 334 | Magics names should be without percent(s) as magics can be both cell |
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335 | 335 | and line magics. |
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336 | 336 | |
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337 | 337 | Lazy loading happen relatively late in execution process, and |
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338 | 338 | complex extensions that manipulate Python/IPython internal state or global state |
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339 | 339 | might not support lazy loading. |
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340 | 340 | """ |
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341 | 341 | ).tag( |
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342 | 342 | config=True, |
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343 | 343 | ) |
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344 | 344 | |
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345 | 345 | # A registry of the original objects that we've been given holding magics. |
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346 | 346 | registry = Dict() |
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347 | 347 | |
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348 | 348 | shell = Instance('IPython.core.interactiveshell.InteractiveShellABC', allow_none=True) |
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349 | 349 | |
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350 | 350 | auto_magic = Bool(True, help= |
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351 | 351 | "Automatically call line magics without requiring explicit % prefix" |
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352 | 352 | ).tag(config=True) |
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353 | 353 | @observe('auto_magic') |
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354 | 354 | def _auto_magic_changed(self, change): |
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355 | 355 | self.shell.automagic = change['new'] |
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356 | 356 | |
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357 | 357 | _auto_status = [ |
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358 | 358 | 'Automagic is OFF, % prefix IS needed for line magics.', |
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359 | 359 | 'Automagic is ON, % prefix IS NOT needed for line magics.'] |
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360 | 360 | |
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361 | 361 | user_magics = Instance('IPython.core.magics.UserMagics', allow_none=True) |
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362 | 362 | |
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363 | 363 | def __init__(self, shell=None, config=None, user_magics=None, **traits): |
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364 | 364 | |
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365 | 365 | super(MagicsManager, self).__init__(shell=shell, config=config, |
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366 | 366 | user_magics=user_magics, **traits) |
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367 | 367 | self.magics = dict(line={}, cell={}) |
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368 | 368 | # Let's add the user_magics to the registry for uniformity, so *all* |
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369 | 369 | # registered magic containers can be found there. |
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370 | 370 | self.registry[user_magics.__class__.__name__] = user_magics |
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371 | 371 | |
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372 | 372 | def auto_status(self): |
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373 | 373 | """Return descriptive string with automagic status.""" |
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374 | 374 | return self._auto_status[self.auto_magic] |
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375 | 375 | |
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376 | 376 | def lsmagic(self): |
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377 | 377 | """Return a dict of currently available magic functions. |
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378 | 378 | |
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379 | 379 | The return dict has the keys 'line' and 'cell', corresponding to the |
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380 | 380 | two types of magics we support. Each value is a list of names. |
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381 | 381 | """ |
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382 | 382 | return self.magics |
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383 | 383 | |
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384 | 384 | def lsmagic_docs(self, brief=False, missing=''): |
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385 | 385 | """Return dict of documentation of magic functions. |
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386 | 386 | |
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387 | 387 | The return dict has the keys 'line' and 'cell', corresponding to the |
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388 | 388 | two types of magics we support. Each value is a dict keyed by magic |
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389 | 389 | name whose value is the function docstring. If a docstring is |
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390 | 390 | unavailable, the value of `missing` is used instead. |
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391 | 391 | |
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392 | 392 | If brief is True, only the first line of each docstring will be returned. |
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393 | 393 | """ |
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394 | 394 | docs = {} |
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395 | 395 | for m_type in self.magics: |
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396 | 396 | m_docs = {} |
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397 | 397 | for m_name, m_func in self.magics[m_type].items(): |
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398 | 398 | if m_func.__doc__: |
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399 | 399 | if brief: |
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400 | 400 | m_docs[m_name] = m_func.__doc__.split('\n', 1)[0] |
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401 | 401 | else: |
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402 | 402 | m_docs[m_name] = m_func.__doc__.rstrip() |
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403 | 403 | else: |
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404 | 404 | m_docs[m_name] = missing |
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405 | 405 | docs[m_type] = m_docs |
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406 | 406 | return docs |
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407 | 407 | |
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408 | 408 | def register_lazy(self, name: str, fully_qualified_name: str): |
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409 | 409 | """ |
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410 | 410 | Lazily register a magic via an extension. |
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411 | 411 | |
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412 | 412 | |
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413 | 413 | Parameters |
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414 | 414 | ---------- |
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415 | 415 | name : str |
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416 | 416 | Name of the magic you wish to register. |
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417 | 417 | fully_qualified_name : |
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418 | 418 | Fully qualified name of the module/submodule that should be loaded |
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419 | 419 | as an extensions when the magic is first called. |
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420 | 420 | It is assumed that loading this extensions will register the given |
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421 | 421 | magic. |
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422 | 422 | """ |
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423 | 423 | |
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424 | 424 | self.lazy_magics[name] = fully_qualified_name |
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425 | 425 | |
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426 | 426 | def register(self, *magic_objects): |
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427 | 427 | """Register one or more instances of Magics. |
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428 | 428 | |
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429 | 429 | Take one or more classes or instances of classes that subclass the main |
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430 | 430 | `core.Magic` class, and register them with IPython to use the magic |
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431 | 431 | functions they provide. The registration process will then ensure that |
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432 | 432 | any methods that have decorated to provide line and/or cell magics will |
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433 | 433 | be recognized with the `%x`/`%%x` syntax as a line/cell magic |
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434 | 434 | respectively. |
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435 | 435 | |
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436 | 436 | If classes are given, they will be instantiated with the default |
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437 | 437 | constructor. If your classes need a custom constructor, you should |
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438 | 438 | instanitate them first and pass the instance. |
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439 | 439 | |
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440 | 440 | The provided arguments can be an arbitrary mix of classes and instances. |
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441 | 441 | |
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442 | 442 | Parameters |
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443 | 443 | ---------- |
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444 | 444 | *magic_objects : one or more classes or instances |
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445 | 445 | """ |
|
446 | 446 | # Start by validating them to ensure they have all had their magic |
|
447 | 447 | # methods registered at the instance level |
|
448 | 448 | for m in magic_objects: |
|
449 | 449 | if not m.registered: |
|
450 | 450 | raise ValueError("Class of magics %r was constructed without " |
|
451 | 451 | "the @register_magics class decorator") |
|
452 | 452 | if isinstance(m, type): |
|
453 | 453 | # If we're given an uninstantiated class |
|
454 | 454 | m = m(shell=self.shell) |
|
455 | 455 | |
|
456 | 456 | # Now that we have an instance, we can register it and update the |
|
457 | 457 | # table of callables |
|
458 | 458 | self.registry[m.__class__.__name__] = m |
|
459 | 459 | for mtype in magic_kinds: |
|
460 | 460 | self.magics[mtype].update(m.magics[mtype]) |
|
461 | 461 | |
|
462 | 462 | def register_function(self, func, magic_kind='line', magic_name=None): |
|
463 | 463 | """Expose a standalone function as magic function for IPython. |
|
464 | 464 | |
|
465 | 465 | This will create an IPython magic (line, cell or both) from a |
|
466 | 466 | standalone function. The functions should have the following |
|
467 | 467 | signatures: |
|
468 | 468 | |
|
469 | 469 | * For line magics: `def f(line)` |
|
470 | 470 | * For cell magics: `def f(line, cell)` |
|
471 | 471 | * For a function that does both: `def f(line, cell=None)` |
|
472 | 472 | |
|
473 | 473 | In the latter case, the function will be called with `cell==None` when |
|
474 | 474 | invoked as `%f`, and with cell as a string when invoked as `%%f`. |
|
475 | 475 | |
|
476 | 476 | Parameters |
|
477 | 477 | ---------- |
|
478 | 478 | func : callable |
|
479 | 479 | Function to be registered as a magic. |
|
480 | 480 | magic_kind : str |
|
481 | 481 | Kind of magic, one of 'line', 'cell' or 'line_cell' |
|
482 | 482 | magic_name : optional str |
|
483 | 483 | If given, the name the magic will have in the IPython namespace. By |
|
484 | 484 | default, the name of the function itself is used. |
|
485 | 485 | """ |
|
486 | 486 | |
|
487 | 487 | # Create the new method in the user_magics and register it in the |
|
488 | 488 | # global table |
|
489 | 489 | validate_type(magic_kind) |
|
490 | 490 | magic_name = func.__name__ if magic_name is None else magic_name |
|
491 | 491 | setattr(self.user_magics, magic_name, func) |
|
492 | 492 | record_magic(self.magics, magic_kind, magic_name, func) |
|
493 | 493 | |
|
494 | 494 | def register_alias(self, alias_name, magic_name, magic_kind='line', magic_params=None): |
|
495 | 495 | """Register an alias to a magic function. |
|
496 | 496 | |
|
497 | 497 | The alias is an instance of :class:`MagicAlias`, which holds the |
|
498 | 498 | name and kind of the magic it should call. Binding is done at |
|
499 | 499 | call time, so if the underlying magic function is changed the alias |
|
500 | 500 | will call the new function. |
|
501 | 501 | |
|
502 | 502 | Parameters |
|
503 | 503 | ---------- |
|
504 | 504 | alias_name : str |
|
505 | 505 | The name of the magic to be registered. |
|
506 | 506 | magic_name : str |
|
507 | 507 | The name of an existing magic. |
|
508 | 508 | magic_kind : str |
|
509 | 509 | Kind of magic, one of 'line' or 'cell' |
|
510 | 510 | """ |
|
511 | 511 | |
|
512 | 512 | # `validate_type` is too permissive, as it allows 'line_cell' |
|
513 | 513 | # which we do not handle. |
|
514 | 514 | if magic_kind not in magic_kinds: |
|
515 | 515 | raise ValueError('magic_kind must be one of %s, %s given' % |
|
516 | 516 | magic_kinds, magic_kind) |
|
517 | 517 | |
|
518 | 518 | alias = MagicAlias(self.shell, magic_name, magic_kind, magic_params) |
|
519 | 519 | setattr(self.user_magics, alias_name, alias) |
|
520 | 520 | record_magic(self.magics, magic_kind, alias_name, alias) |
|
521 | 521 | |
|
522 | 522 | # Key base class that provides the central functionality for magics. |
|
523 | 523 | |
|
524 | 524 | |
|
525 | 525 | class Magics(Configurable): |
|
526 | 526 | """Base class for implementing magic functions. |
|
527 | 527 | |
|
528 | 528 | Shell functions which can be reached as %function_name. All magic |
|
529 | 529 | functions should accept a string, which they can parse for their own |
|
530 | 530 | needs. This can make some functions easier to type, eg `%cd ../` |
|
531 | 531 | vs. `%cd("../")` |
|
532 | 532 | |
|
533 | 533 | Classes providing magic functions need to subclass this class, and they |
|
534 | 534 | MUST: |
|
535 | 535 | |
|
536 | 536 | - Use the method decorators `@line_magic` and `@cell_magic` to decorate |
|
537 | 537 | individual methods as magic functions, AND |
|
538 | 538 | |
|
539 | 539 | - Use the class decorator `@magics_class` to ensure that the magic |
|
540 | 540 | methods are properly registered at the instance level upon instance |
|
541 | 541 | initialization. |
|
542 | 542 | |
|
543 | 543 | See :mod:`magic_functions` for examples of actual implementation classes. |
|
544 | 544 | """ |
|
545 | 545 | # Dict holding all command-line options for each magic. |
|
546 | 546 | options_table = None |
|
547 | 547 | # Dict for the mapping of magic names to methods, set by class decorator |
|
548 | 548 | magics = None |
|
549 | 549 | # Flag to check that the class decorator was properly applied |
|
550 | 550 | registered = False |
|
551 | 551 | # Instance of IPython shell |
|
552 | 552 | shell = None |
|
553 | 553 | |
|
554 | 554 | def __init__(self, shell=None, **kwargs): |
|
555 | 555 | if not(self.__class__.registered): |
|
556 | 556 | raise ValueError('Magics subclass without registration - ' |
|
557 | 557 | 'did you forget to apply @magics_class?') |
|
558 | 558 | if shell is not None: |
|
559 | 559 | if hasattr(shell, 'configurables'): |
|
560 | 560 | shell.configurables.append(self) |
|
561 | 561 | if hasattr(shell, 'config'): |
|
562 | 562 | kwargs.setdefault('parent', shell) |
|
563 | 563 | |
|
564 | 564 | self.shell = shell |
|
565 | 565 | self.options_table = {} |
|
566 | 566 | # The method decorators are run when the instance doesn't exist yet, so |
|
567 | 567 | # they can only record the names of the methods they are supposed to |
|
568 | 568 | # grab. Only now, that the instance exists, can we create the proper |
|
569 | 569 | # mapping to bound methods. So we read the info off the original names |
|
570 | 570 | # table and replace each method name by the actual bound method. |
|
571 | 571 | # But we mustn't clobber the *class* mapping, in case of multiple instances. |
|
572 | 572 | class_magics = self.magics |
|
573 | 573 | self.magics = {} |
|
574 | 574 | for mtype in magic_kinds: |
|
575 | 575 | tab = self.magics[mtype] = {} |
|
576 | 576 | cls_tab = class_magics[mtype] |
|
577 | 577 | for magic_name, meth_name in cls_tab.items(): |
|
578 | 578 | if isinstance(meth_name, str): |
|
579 | 579 | # it's a method name, grab it |
|
580 | 580 | tab[magic_name] = getattr(self, meth_name) |
|
581 | 581 | else: |
|
582 | 582 | # it's the real thing |
|
583 | 583 | tab[magic_name] = meth_name |
|
584 | 584 | # Configurable **needs** to be initiated at the end or the config |
|
585 | 585 | # magics get screwed up. |
|
586 | 586 | super(Magics, self).__init__(**kwargs) |
|
587 | 587 | |
|
588 | 588 | def arg_err(self,func): |
|
589 | 589 | """Print docstring if incorrect arguments were passed""" |
|
590 | 590 | print('Error in arguments:') |
|
591 | 591 | print(oinspect.getdoc(func)) |
|
592 | 592 | |
|
593 | 593 | def format_latex(self, strng): |
|
594 | 594 | """Format a string for latex inclusion.""" |
|
595 | 595 | |
|
596 | 596 | # Characters that need to be escaped for latex: |
|
597 | 597 | escape_re = re.compile(r'(%|_|\$|#|&)',re.MULTILINE) |
|
598 | 598 | # Magic command names as headers: |
|
599 | 599 | cmd_name_re = re.compile(r'^(%s.*?):' % ESC_MAGIC, |
|
600 | 600 | re.MULTILINE) |
|
601 | 601 | # Magic commands |
|
602 | 602 | cmd_re = re.compile(r'(?P<cmd>%s.+?\b)(?!\}\}:)' % ESC_MAGIC, |
|
603 | 603 | re.MULTILINE) |
|
604 | 604 | # Paragraph continue |
|
605 | 605 | par_re = re.compile(r'\\$',re.MULTILINE) |
|
606 | 606 | |
|
607 | 607 | # The "\n" symbol |
|
608 | 608 | newline_re = re.compile(r'\\n') |
|
609 | 609 | |
|
610 | 610 | # Now build the string for output: |
|
611 | 611 | #strng = cmd_name_re.sub(r'\n\\texttt{\\textsl{\\large \1}}:',strng) |
|
612 | 612 | strng = cmd_name_re.sub(r'\n\\bigskip\n\\texttt{\\textbf{ \1}}:', |
|
613 | 613 | strng) |
|
614 | 614 | strng = cmd_re.sub(r'\\texttt{\g<cmd>}',strng) |
|
615 | 615 | strng = par_re.sub(r'\\\\',strng) |
|
616 | 616 | strng = escape_re.sub(r'\\\1',strng) |
|
617 | 617 | strng = newline_re.sub(r'\\textbackslash{}n',strng) |
|
618 | 618 | return strng |
|
619 | 619 | |
|
620 | 620 | def parse_options(self, arg_str, opt_str, *long_opts, **kw): |
|
621 | 621 | """Parse options passed to an argument string. |
|
622 | 622 | |
|
623 | 623 | The interface is similar to that of :func:`getopt.getopt`, but it |
|
624 | 624 | returns a :class:`~IPython.utils.struct.Struct` with the options as keys |
|
625 | 625 | and the stripped argument string still as a string. |
|
626 | 626 | |
|
627 | 627 | arg_str is quoted as a true sys.argv vector by using shlex.split. |
|
628 | 628 | This allows us to easily expand variables, glob files, quote |
|
629 | 629 | arguments, etc. |
|
630 | 630 | |
|
631 | 631 | Parameters |
|
632 | 632 | ---------- |
|
633 | 633 | arg_str : str |
|
634 | 634 | The arguments to parse. |
|
635 | 635 | opt_str : str |
|
636 | 636 | The options specification. |
|
637 | 637 | mode : str, default 'string' |
|
638 | 638 | If given as 'list', the argument string is returned as a list (split |
|
639 | 639 | on whitespace) instead of a string. |
|
640 | 640 | list_all : bool, default False |
|
641 | 641 | Put all option values in lists. Normally only options |
|
642 | 642 | appearing more than once are put in a list. |
|
643 | 643 | posix : bool, default True |
|
644 | 644 | Whether to split the input line in POSIX mode or not, as per the |
|
645 | 645 | conventions outlined in the :mod:`shlex` module from the standard |
|
646 | 646 | library. |
|
647 | 647 | """ |
|
648 | 648 | |
|
649 | 649 | # inject default options at the beginning of the input line |
|
650 | 650 | caller = sys._getframe(1).f_code.co_name |
|
651 | 651 | arg_str = '%s %s' % (self.options_table.get(caller,''),arg_str) |
|
652 | 652 | |
|
653 | 653 | mode = kw.get('mode','string') |
|
654 | 654 | if mode not in ['string','list']: |
|
655 | 655 | raise ValueError('incorrect mode given: %s' % mode) |
|
656 | 656 | # Get options |
|
657 | 657 | list_all = kw.get('list_all',0) |
|
658 | 658 | posix = kw.get('posix', os.name == 'posix') |
|
659 | 659 | strict = kw.get('strict', True) |
|
660 | 660 | |
|
661 | 661 | preserve_non_opts = kw.get("preserve_non_opts", False) |
|
662 | 662 | remainder_arg_str = arg_str |
|
663 | 663 | |
|
664 | 664 | # Check if we have more than one argument to warrant extra processing: |
|
665 | 665 | odict = {} # Dictionary with options |
|
666 | 666 | args = arg_str.split() |
|
667 | 667 | if len(args) >= 1: |
|
668 | 668 | # If the list of inputs only has 0 or 1 thing in it, there's no |
|
669 | 669 | # need to look for options |
|
670 | 670 | argv = arg_split(arg_str, posix, strict) |
|
671 | 671 | # Do regular option processing |
|
672 | 672 | try: |
|
673 | 673 | opts,args = getopt(argv, opt_str, long_opts) |
|
674 | 674 | except GetoptError as e: |
|
675 | 675 | raise UsageError( |
|
676 | 676 | '%s ( allowed: "%s" %s)' % (e.msg, opt_str, " ".join(long_opts)) |
|
677 | 677 | ) from e |
|
678 | 678 | for o, a in opts: |
|
679 | 679 | if mode == "string" and preserve_non_opts: |
|
680 | 680 | # remove option-parts from the original args-string and preserve remaining-part. |
|
681 | 681 | # This relies on the arg_split(...) and getopt(...)'s impl spec, that the parsed options are |
|
682 | 682 | # returned in the original order. |
|
683 | 683 | remainder_arg_str = remainder_arg_str.replace(o, "", 1).replace( |
|
684 | 684 | a, "", 1 |
|
685 | 685 | ) |
|
686 | 686 | if o.startswith("--"): |
|
687 | 687 | o = o[2:] |
|
688 | 688 | else: |
|
689 | 689 | o = o[1:] |
|
690 | 690 | try: |
|
691 | 691 | odict[o].append(a) |
|
692 | 692 | except AttributeError: |
|
693 | 693 | odict[o] = [odict[o],a] |
|
694 | 694 | except KeyError: |
|
695 | 695 | if list_all: |
|
696 | 696 | odict[o] = [a] |
|
697 | 697 | else: |
|
698 | 698 | odict[o] = a |
|
699 | 699 | |
|
700 | 700 | # Prepare opts,args for return |
|
701 | 701 | opts = Struct(odict) |
|
702 | 702 | if mode == 'string': |
|
703 | 703 | if preserve_non_opts: |
|
704 | 704 | args = remainder_arg_str.lstrip() |
|
705 | 705 | else: |
|
706 | 706 | args = " ".join(args) |
|
707 | 707 | |
|
708 | 708 | return opts,args |
|
709 | 709 | |
|
710 | 710 | def default_option(self, fn, optstr): |
|
711 | 711 | """Make an entry in the options_table for fn, with value optstr""" |
|
712 | 712 | |
|
713 | 713 | if fn not in self.lsmagic(): |
|
714 | 714 | error("%s is not a magic function" % fn) |
|
715 | 715 | self.options_table[fn] = optstr |
|
716 | 716 | |
|
717 | 717 | |
|
718 | 718 | class MagicAlias(object): |
|
719 | 719 | """An alias to another magic function. |
|
720 | 720 | |
|
721 | 721 | An alias is determined by its magic name and magic kind. Lookup |
|
722 | 722 | is done at call time, so if the underlying magic changes the alias |
|
723 | 723 | will call the new function. |
|
724 | 724 | |
|
725 | 725 | Use the :meth:`MagicsManager.register_alias` method or the |
|
726 | 726 | `%alias_magic` magic function to create and register a new alias. |
|
727 | 727 | """ |
|
728 | 728 | def __init__(self, shell, magic_name, magic_kind, magic_params=None): |
|
729 | 729 | self.shell = shell |
|
730 | 730 | self.magic_name = magic_name |
|
731 | 731 | self.magic_params = magic_params |
|
732 | 732 | self.magic_kind = magic_kind |
|
733 | 733 | |
|
734 | 734 | self.pretty_target = '%s%s' % (magic_escapes[self.magic_kind], self.magic_name) |
|
735 | 735 | self.__doc__ = "Alias for `%s`." % self.pretty_target |
|
736 | 736 | |
|
737 | 737 | self._in_call = False |
|
738 | 738 | |
|
739 | 739 | def __call__(self, *args, **kwargs): |
|
740 | 740 | """Call the magic alias.""" |
|
741 | 741 | fn = self.shell.find_magic(self.magic_name, self.magic_kind) |
|
742 | 742 | if fn is None: |
|
743 | 743 | raise UsageError("Magic `%s` not found." % self.pretty_target) |
|
744 | 744 | |
|
745 | 745 | # Protect against infinite recursion. |
|
746 | 746 | if self._in_call: |
|
747 | 747 | raise UsageError("Infinite recursion detected; " |
|
748 | 748 | "magic aliases cannot call themselves.") |
|
749 | 749 | self._in_call = True |
|
750 | 750 | try: |
|
751 | 751 | if self.magic_params: |
|
752 | 752 | args_list = list(args) |
|
753 | 753 | args_list[0] = self.magic_params + " " + args[0] |
|
754 | 754 | args = tuple(args_list) |
|
755 | 755 | return fn(*args, **kwargs) |
|
756 | 756 | finally: |
|
757 | 757 | self._in_call = False |
@@ -1,1512 +1,1512 b'' | |||
|
1 | 1 | # -*- coding: utf-8 -*- |
|
2 | 2 | """Implementation of execution-related magic functions.""" |
|
3 | 3 | |
|
4 | 4 | # Copyright (c) IPython Development Team. |
|
5 | 5 | # Distributed under the terms of the Modified BSD License. |
|
6 | 6 | |
|
7 | 7 | |
|
8 | 8 | import ast |
|
9 | 9 | import bdb |
|
10 | 10 | import builtins as builtin_mod |
|
11 | 11 | import cProfile as profile |
|
12 | 12 | import gc |
|
13 | 13 | import itertools |
|
14 | 14 | import math |
|
15 | 15 | import os |
|
16 | 16 | import pstats |
|
17 | 17 | import re |
|
18 | 18 | import shlex |
|
19 | 19 | import sys |
|
20 | 20 | import time |
|
21 | 21 | import timeit |
|
22 | 22 | from ast import Module |
|
23 | 23 | from io import StringIO |
|
24 | 24 | from logging import error |
|
25 | 25 | from pathlib import Path |
|
26 | 26 | from pdb import Restart |
|
27 | 27 | from warnings import warn |
|
28 | 28 | |
|
29 | 29 | from IPython.core import magic_arguments, oinspect, page |
|
30 | 30 | from IPython.core.error import UsageError |
|
31 | 31 | from IPython.core.macro import Macro |
|
32 | 32 | from IPython.core.magic import ( |
|
33 | 33 | Magics, |
|
34 | 34 | cell_magic, |
|
35 | 35 | line_cell_magic, |
|
36 | 36 | line_magic, |
|
37 | 37 | magics_class, |
|
38 | 38 | needs_local_scope, |
|
39 | 39 | no_var_expand, |
|
40 |
output_can_be_ |
|
|
40 | output_can_be_silenced, | |
|
41 | 41 | on_off, |
|
42 | 42 | ) |
|
43 | 43 | from IPython.testing.skipdoctest import skip_doctest |
|
44 | 44 | from IPython.utils.capture import capture_output |
|
45 | 45 | from IPython.utils.contexts import preserve_keys |
|
46 | 46 | from IPython.utils.ipstruct import Struct |
|
47 | 47 | from IPython.utils.module_paths import find_mod |
|
48 | 48 | from IPython.utils.path import get_py_filename, shellglob |
|
49 | 49 | from IPython.utils.timing import clock, clock2 |
|
50 | 50 | |
|
51 | 51 | #----------------------------------------------------------------------------- |
|
52 | 52 | # Magic implementation classes |
|
53 | 53 | #----------------------------------------------------------------------------- |
|
54 | 54 | |
|
55 | 55 | |
|
56 | 56 | class TimeitResult(object): |
|
57 | 57 | """ |
|
58 | 58 | Object returned by the timeit magic with info about the run. |
|
59 | 59 | |
|
60 | 60 | Contains the following attributes : |
|
61 | 61 | |
|
62 | 62 | loops: (int) number of loops done per measurement |
|
63 | 63 | repeat: (int) number of times the measurement has been repeated |
|
64 | 64 | best: (float) best execution time / number |
|
65 | 65 | all_runs: (list of float) execution time of each run (in s) |
|
66 | 66 | compile_time: (float) time of statement compilation (s) |
|
67 | 67 | |
|
68 | 68 | """ |
|
69 | 69 | def __init__(self, loops, repeat, best, worst, all_runs, compile_time, precision): |
|
70 | 70 | self.loops = loops |
|
71 | 71 | self.repeat = repeat |
|
72 | 72 | self.best = best |
|
73 | 73 | self.worst = worst |
|
74 | 74 | self.all_runs = all_runs |
|
75 | 75 | self.compile_time = compile_time |
|
76 | 76 | self._precision = precision |
|
77 | 77 | self.timings = [ dt / self.loops for dt in all_runs] |
|
78 | 78 | |
|
79 | 79 | @property |
|
80 | 80 | def average(self): |
|
81 | 81 | return math.fsum(self.timings) / len(self.timings) |
|
82 | 82 | |
|
83 | 83 | @property |
|
84 | 84 | def stdev(self): |
|
85 | 85 | mean = self.average |
|
86 | 86 | return (math.fsum([(x - mean) ** 2 for x in self.timings]) / len(self.timings)) ** 0.5 |
|
87 | 87 | |
|
88 | 88 | def __str__(self): |
|
89 | 89 | pm = '+-' |
|
90 | 90 | if hasattr(sys.stdout, 'encoding') and sys.stdout.encoding: |
|
91 | 91 | try: |
|
92 | 92 | u'\xb1'.encode(sys.stdout.encoding) |
|
93 | 93 | pm = u'\xb1' |
|
94 | 94 | except: |
|
95 | 95 | pass |
|
96 | 96 | return "{mean} {pm} {std} per loop (mean {pm} std. dev. of {runs} run{run_plural}, {loops:,} loop{loop_plural} each)".format( |
|
97 | 97 | pm=pm, |
|
98 | 98 | runs=self.repeat, |
|
99 | 99 | loops=self.loops, |
|
100 | 100 | loop_plural="" if self.loops == 1 else "s", |
|
101 | 101 | run_plural="" if self.repeat == 1 else "s", |
|
102 | 102 | mean=_format_time(self.average, self._precision), |
|
103 | 103 | std=_format_time(self.stdev, self._precision), |
|
104 | 104 | ) |
|
105 | 105 | |
|
106 | 106 | def _repr_pretty_(self, p , cycle): |
|
107 | 107 | unic = self.__str__() |
|
108 | 108 | p.text(u'<TimeitResult : '+unic+u'>') |
|
109 | 109 | |
|
110 | 110 | |
|
111 | 111 | class TimeitTemplateFiller(ast.NodeTransformer): |
|
112 | 112 | """Fill in the AST template for timing execution. |
|
113 | 113 | |
|
114 | 114 | This is quite closely tied to the template definition, which is in |
|
115 | 115 | :meth:`ExecutionMagics.timeit`. |
|
116 | 116 | """ |
|
117 | 117 | def __init__(self, ast_setup, ast_stmt): |
|
118 | 118 | self.ast_setup = ast_setup |
|
119 | 119 | self.ast_stmt = ast_stmt |
|
120 | 120 | |
|
121 | 121 | def visit_FunctionDef(self, node): |
|
122 | 122 | "Fill in the setup statement" |
|
123 | 123 | self.generic_visit(node) |
|
124 | 124 | if node.name == "inner": |
|
125 | 125 | node.body[:1] = self.ast_setup.body |
|
126 | 126 | |
|
127 | 127 | return node |
|
128 | 128 | |
|
129 | 129 | def visit_For(self, node): |
|
130 | 130 | "Fill in the statement to be timed" |
|
131 | 131 | if getattr(getattr(node.body[0], 'value', None), 'id', None) == 'stmt': |
|
132 | 132 | node.body = self.ast_stmt.body |
|
133 | 133 | return node |
|
134 | 134 | |
|
135 | 135 | |
|
136 | 136 | class Timer(timeit.Timer): |
|
137 | 137 | """Timer class that explicitly uses self.inner |
|
138 | 138 | |
|
139 | 139 | which is an undocumented implementation detail of CPython, |
|
140 | 140 | not shared by PyPy. |
|
141 | 141 | """ |
|
142 | 142 | # Timer.timeit copied from CPython 3.4.2 |
|
143 | 143 | def timeit(self, number=timeit.default_number): |
|
144 | 144 | """Time 'number' executions of the main statement. |
|
145 | 145 | |
|
146 | 146 | To be precise, this executes the setup statement once, and |
|
147 | 147 | then returns the time it takes to execute the main statement |
|
148 | 148 | a number of times, as a float measured in seconds. The |
|
149 | 149 | argument is the number of times through the loop, defaulting |
|
150 | 150 | to one million. The main statement, the setup statement and |
|
151 | 151 | the timer function to be used are passed to the constructor. |
|
152 | 152 | """ |
|
153 | 153 | it = itertools.repeat(None, number) |
|
154 | 154 | gcold = gc.isenabled() |
|
155 | 155 | gc.disable() |
|
156 | 156 | try: |
|
157 | 157 | timing = self.inner(it, self.timer) |
|
158 | 158 | finally: |
|
159 | 159 | if gcold: |
|
160 | 160 | gc.enable() |
|
161 | 161 | return timing |
|
162 | 162 | |
|
163 | 163 | |
|
164 | 164 | @magics_class |
|
165 | 165 | class ExecutionMagics(Magics): |
|
166 | 166 | """Magics related to code execution, debugging, profiling, etc. |
|
167 | 167 | |
|
168 | 168 | """ |
|
169 | 169 | |
|
170 | 170 | def __init__(self, shell): |
|
171 | 171 | super(ExecutionMagics, self).__init__(shell) |
|
172 | 172 | # Default execution function used to actually run user code. |
|
173 | 173 | self.default_runner = None |
|
174 | 174 | |
|
175 | 175 | @skip_doctest |
|
176 | 176 | @no_var_expand |
|
177 | 177 | @line_cell_magic |
|
178 | 178 | def prun(self, parameter_s='', cell=None): |
|
179 | 179 | |
|
180 | 180 | """Run a statement through the python code profiler. |
|
181 | 181 | |
|
182 | 182 | Usage, in line mode: |
|
183 | 183 | %prun [options] statement |
|
184 | 184 | |
|
185 | 185 | Usage, in cell mode: |
|
186 | 186 | %%prun [options] [statement] |
|
187 | 187 | code... |
|
188 | 188 | code... |
|
189 | 189 | |
|
190 | 190 | In cell mode, the additional code lines are appended to the (possibly |
|
191 | 191 | empty) statement in the first line. Cell mode allows you to easily |
|
192 | 192 | profile multiline blocks without having to put them in a separate |
|
193 | 193 | function. |
|
194 | 194 | |
|
195 | 195 | The given statement (which doesn't require quote marks) is run via the |
|
196 | 196 | python profiler in a manner similar to the profile.run() function. |
|
197 | 197 | Namespaces are internally managed to work correctly; profile.run |
|
198 | 198 | cannot be used in IPython because it makes certain assumptions about |
|
199 | 199 | namespaces which do not hold under IPython. |
|
200 | 200 | |
|
201 | 201 | Options: |
|
202 | 202 | |
|
203 | 203 | -l <limit> |
|
204 | 204 | you can place restrictions on what or how much of the |
|
205 | 205 | profile gets printed. The limit value can be: |
|
206 | 206 | |
|
207 | 207 | * A string: only information for function names containing this string |
|
208 | 208 | is printed. |
|
209 | 209 | |
|
210 | 210 | * An integer: only these many lines are printed. |
|
211 | 211 | |
|
212 | 212 | * A float (between 0 and 1): this fraction of the report is printed |
|
213 | 213 | (for example, use a limit of 0.4 to see the topmost 40% only). |
|
214 | 214 | |
|
215 | 215 | You can combine several limits with repeated use of the option. For |
|
216 | 216 | example, ``-l __init__ -l 5`` will print only the topmost 5 lines of |
|
217 | 217 | information about class constructors. |
|
218 | 218 | |
|
219 | 219 | -r |
|
220 | 220 | return the pstats.Stats object generated by the profiling. This |
|
221 | 221 | object has all the information about the profile in it, and you can |
|
222 | 222 | later use it for further analysis or in other functions. |
|
223 | 223 | |
|
224 | 224 | -s <key> |
|
225 | 225 | sort profile by given key. You can provide more than one key |
|
226 | 226 | by using the option several times: '-s key1 -s key2 -s key3...'. The |
|
227 | 227 | default sorting key is 'time'. |
|
228 | 228 | |
|
229 | 229 | The following is copied verbatim from the profile documentation |
|
230 | 230 | referenced below: |
|
231 | 231 | |
|
232 | 232 | When more than one key is provided, additional keys are used as |
|
233 | 233 | secondary criteria when the there is equality in all keys selected |
|
234 | 234 | before them. |
|
235 | 235 | |
|
236 | 236 | Abbreviations can be used for any key names, as long as the |
|
237 | 237 | abbreviation is unambiguous. The following are the keys currently |
|
238 | 238 | defined: |
|
239 | 239 | |
|
240 | 240 | ============ ===================== |
|
241 | 241 | Valid Arg Meaning |
|
242 | 242 | ============ ===================== |
|
243 | 243 | "calls" call count |
|
244 | 244 | "cumulative" cumulative time |
|
245 | 245 | "file" file name |
|
246 | 246 | "module" file name |
|
247 | 247 | "pcalls" primitive call count |
|
248 | 248 | "line" line number |
|
249 | 249 | "name" function name |
|
250 | 250 | "nfl" name/file/line |
|
251 | 251 | "stdname" standard name |
|
252 | 252 | "time" internal time |
|
253 | 253 | ============ ===================== |
|
254 | 254 | |
|
255 | 255 | Note that all sorts on statistics are in descending order (placing |
|
256 | 256 | most time consuming items first), where as name, file, and line number |
|
257 | 257 | searches are in ascending order (i.e., alphabetical). The subtle |
|
258 | 258 | distinction between "nfl" and "stdname" is that the standard name is a |
|
259 | 259 | sort of the name as printed, which means that the embedded line |
|
260 | 260 | numbers get compared in an odd way. For example, lines 3, 20, and 40 |
|
261 | 261 | would (if the file names were the same) appear in the string order |
|
262 | 262 | "20" "3" and "40". In contrast, "nfl" does a numeric compare of the |
|
263 | 263 | line numbers. In fact, sort_stats("nfl") is the same as |
|
264 | 264 | sort_stats("name", "file", "line"). |
|
265 | 265 | |
|
266 | 266 | -T <filename> |
|
267 | 267 | save profile results as shown on screen to a text |
|
268 | 268 | file. The profile is still shown on screen. |
|
269 | 269 | |
|
270 | 270 | -D <filename> |
|
271 | 271 | save (via dump_stats) profile statistics to given |
|
272 | 272 | filename. This data is in a format understood by the pstats module, and |
|
273 | 273 | is generated by a call to the dump_stats() method of profile |
|
274 | 274 | objects. The profile is still shown on screen. |
|
275 | 275 | |
|
276 | 276 | -q |
|
277 | 277 | suppress output to the pager. Best used with -T and/or -D above. |
|
278 | 278 | |
|
279 | 279 | If you want to run complete programs under the profiler's control, use |
|
280 | 280 | ``%run -p [prof_opts] filename.py [args to program]`` where prof_opts |
|
281 | 281 | contains profiler specific options as described here. |
|
282 | 282 | |
|
283 | 283 | You can read the complete documentation for the profile module with:: |
|
284 | 284 | |
|
285 | 285 | In [1]: import profile; profile.help() |
|
286 | 286 | |
|
287 | 287 | .. versionchanged:: 7.3 |
|
288 | 288 | User variables are no longer expanded, |
|
289 | 289 | the magic line is always left unmodified. |
|
290 | 290 | |
|
291 | 291 | """ |
|
292 | 292 | opts, arg_str = self.parse_options(parameter_s, 'D:l:rs:T:q', |
|
293 | 293 | list_all=True, posix=False) |
|
294 | 294 | if cell is not None: |
|
295 | 295 | arg_str += '\n' + cell |
|
296 | 296 | arg_str = self.shell.transform_cell(arg_str) |
|
297 | 297 | return self._run_with_profiler(arg_str, opts, self.shell.user_ns) |
|
298 | 298 | |
|
299 | 299 | def _run_with_profiler(self, code, opts, namespace): |
|
300 | 300 | """ |
|
301 | 301 | Run `code` with profiler. Used by ``%prun`` and ``%run -p``. |
|
302 | 302 | |
|
303 | 303 | Parameters |
|
304 | 304 | ---------- |
|
305 | 305 | code : str |
|
306 | 306 | Code to be executed. |
|
307 | 307 | opts : Struct |
|
308 | 308 | Options parsed by `self.parse_options`. |
|
309 | 309 | namespace : dict |
|
310 | 310 | A dictionary for Python namespace (e.g., `self.shell.user_ns`). |
|
311 | 311 | |
|
312 | 312 | """ |
|
313 | 313 | |
|
314 | 314 | # Fill default values for unspecified options: |
|
315 | 315 | opts.merge(Struct(D=[''], l=[], s=['time'], T=[''])) |
|
316 | 316 | |
|
317 | 317 | prof = profile.Profile() |
|
318 | 318 | try: |
|
319 | 319 | prof = prof.runctx(code, namespace, namespace) |
|
320 | 320 | sys_exit = '' |
|
321 | 321 | except SystemExit: |
|
322 | 322 | sys_exit = """*** SystemExit exception caught in code being profiled.""" |
|
323 | 323 | |
|
324 | 324 | stats = pstats.Stats(prof).strip_dirs().sort_stats(*opts.s) |
|
325 | 325 | |
|
326 | 326 | lims = opts.l |
|
327 | 327 | if lims: |
|
328 | 328 | lims = [] # rebuild lims with ints/floats/strings |
|
329 | 329 | for lim in opts.l: |
|
330 | 330 | try: |
|
331 | 331 | lims.append(int(lim)) |
|
332 | 332 | except ValueError: |
|
333 | 333 | try: |
|
334 | 334 | lims.append(float(lim)) |
|
335 | 335 | except ValueError: |
|
336 | 336 | lims.append(lim) |
|
337 | 337 | |
|
338 | 338 | # Trap output. |
|
339 | 339 | stdout_trap = StringIO() |
|
340 | 340 | stats_stream = stats.stream |
|
341 | 341 | try: |
|
342 | 342 | stats.stream = stdout_trap |
|
343 | 343 | stats.print_stats(*lims) |
|
344 | 344 | finally: |
|
345 | 345 | stats.stream = stats_stream |
|
346 | 346 | |
|
347 | 347 | output = stdout_trap.getvalue() |
|
348 | 348 | output = output.rstrip() |
|
349 | 349 | |
|
350 | 350 | if 'q' not in opts: |
|
351 | 351 | page.page(output) |
|
352 | 352 | print(sys_exit, end=' ') |
|
353 | 353 | |
|
354 | 354 | dump_file = opts.D[0] |
|
355 | 355 | text_file = opts.T[0] |
|
356 | 356 | if dump_file: |
|
357 | 357 | prof.dump_stats(dump_file) |
|
358 | 358 | print( |
|
359 | 359 | f"\n*** Profile stats marshalled to file {repr(dump_file)}.{sys_exit}" |
|
360 | 360 | ) |
|
361 | 361 | if text_file: |
|
362 | 362 | pfile = Path(text_file) |
|
363 | 363 | pfile.touch(exist_ok=True) |
|
364 | 364 | pfile.write_text(output, encoding="utf-8") |
|
365 | 365 | |
|
366 | 366 | print( |
|
367 | 367 | f"\n*** Profile printout saved to text file {repr(text_file)}.{sys_exit}" |
|
368 | 368 | ) |
|
369 | 369 | |
|
370 | 370 | if 'r' in opts: |
|
371 | 371 | return stats |
|
372 | 372 | |
|
373 | 373 | return None |
|
374 | 374 | |
|
375 | 375 | @line_magic |
|
376 | 376 | def pdb(self, parameter_s=''): |
|
377 | 377 | """Control the automatic calling of the pdb interactive debugger. |
|
378 | 378 | |
|
379 | 379 | Call as '%pdb on', '%pdb 1', '%pdb off' or '%pdb 0'. If called without |
|
380 | 380 | argument it works as a toggle. |
|
381 | 381 | |
|
382 | 382 | When an exception is triggered, IPython can optionally call the |
|
383 | 383 | interactive pdb debugger after the traceback printout. %pdb toggles |
|
384 | 384 | this feature on and off. |
|
385 | 385 | |
|
386 | 386 | The initial state of this feature is set in your configuration |
|
387 | 387 | file (the option is ``InteractiveShell.pdb``). |
|
388 | 388 | |
|
389 | 389 | If you want to just activate the debugger AFTER an exception has fired, |
|
390 | 390 | without having to type '%pdb on' and rerunning your code, you can use |
|
391 | 391 | the %debug magic.""" |
|
392 | 392 | |
|
393 | 393 | par = parameter_s.strip().lower() |
|
394 | 394 | |
|
395 | 395 | if par: |
|
396 | 396 | try: |
|
397 | 397 | new_pdb = {'off':0,'0':0,'on':1,'1':1}[par] |
|
398 | 398 | except KeyError: |
|
399 | 399 | print ('Incorrect argument. Use on/1, off/0, ' |
|
400 | 400 | 'or nothing for a toggle.') |
|
401 | 401 | return |
|
402 | 402 | else: |
|
403 | 403 | # toggle |
|
404 | 404 | new_pdb = not self.shell.call_pdb |
|
405 | 405 | |
|
406 | 406 | # set on the shell |
|
407 | 407 | self.shell.call_pdb = new_pdb |
|
408 | 408 | print('Automatic pdb calling has been turned',on_off(new_pdb)) |
|
409 | 409 | |
|
410 | 410 | @magic_arguments.magic_arguments() |
|
411 | 411 | @magic_arguments.argument('--breakpoint', '-b', metavar='FILE:LINE', |
|
412 | 412 | help=""" |
|
413 | 413 | Set break point at LINE in FILE. |
|
414 | 414 | """ |
|
415 | 415 | ) |
|
416 | 416 | @magic_arguments.argument('statement', nargs='*', |
|
417 | 417 | help=""" |
|
418 | 418 | Code to run in debugger. |
|
419 | 419 | You can omit this in cell magic mode. |
|
420 | 420 | """ |
|
421 | 421 | ) |
|
422 | 422 | @no_var_expand |
|
423 | 423 | @line_cell_magic |
|
424 | 424 | def debug(self, line='', cell=None): |
|
425 | 425 | """Activate the interactive debugger. |
|
426 | 426 | |
|
427 | 427 | This magic command support two ways of activating debugger. |
|
428 | 428 | One is to activate debugger before executing code. This way, you |
|
429 | 429 | can set a break point, to step through the code from the point. |
|
430 | 430 | You can use this mode by giving statements to execute and optionally |
|
431 | 431 | a breakpoint. |
|
432 | 432 | |
|
433 | 433 | The other one is to activate debugger in post-mortem mode. You can |
|
434 | 434 | activate this mode simply running %debug without any argument. |
|
435 | 435 | If an exception has just occurred, this lets you inspect its stack |
|
436 | 436 | frames interactively. Note that this will always work only on the last |
|
437 | 437 | traceback that occurred, so you must call this quickly after an |
|
438 | 438 | exception that you wish to inspect has fired, because if another one |
|
439 | 439 | occurs, it clobbers the previous one. |
|
440 | 440 | |
|
441 | 441 | If you want IPython to automatically do this on every exception, see |
|
442 | 442 | the %pdb magic for more details. |
|
443 | 443 | |
|
444 | 444 | .. versionchanged:: 7.3 |
|
445 | 445 | When running code, user variables are no longer expanded, |
|
446 | 446 | the magic line is always left unmodified. |
|
447 | 447 | |
|
448 | 448 | """ |
|
449 | 449 | args = magic_arguments.parse_argstring(self.debug, line) |
|
450 | 450 | |
|
451 | 451 | if not (args.breakpoint or args.statement or cell): |
|
452 | 452 | self._debug_post_mortem() |
|
453 | 453 | elif not (args.breakpoint or cell): |
|
454 | 454 | # If there is no breakpoints, the line is just code to execute |
|
455 | 455 | self._debug_exec(line, None) |
|
456 | 456 | else: |
|
457 | 457 | # Here we try to reconstruct the code from the output of |
|
458 | 458 | # parse_argstring. This might not work if the code has spaces |
|
459 | 459 | # For example this fails for `print("a b")` |
|
460 | 460 | code = "\n".join(args.statement) |
|
461 | 461 | if cell: |
|
462 | 462 | code += "\n" + cell |
|
463 | 463 | self._debug_exec(code, args.breakpoint) |
|
464 | 464 | |
|
465 | 465 | def _debug_post_mortem(self): |
|
466 | 466 | self.shell.debugger(force=True) |
|
467 | 467 | |
|
468 | 468 | def _debug_exec(self, code, breakpoint): |
|
469 | 469 | if breakpoint: |
|
470 | 470 | (filename, bp_line) = breakpoint.rsplit(':', 1) |
|
471 | 471 | bp_line = int(bp_line) |
|
472 | 472 | else: |
|
473 | 473 | (filename, bp_line) = (None, None) |
|
474 | 474 | self._run_with_debugger(code, self.shell.user_ns, filename, bp_line) |
|
475 | 475 | |
|
476 | 476 | @line_magic |
|
477 | 477 | def tb(self, s): |
|
478 | 478 | """Print the last traceback. |
|
479 | 479 | |
|
480 | 480 | Optionally, specify an exception reporting mode, tuning the |
|
481 | 481 | verbosity of the traceback. By default the currently-active exception |
|
482 | 482 | mode is used. See %xmode for changing exception reporting modes. |
|
483 | 483 | |
|
484 | 484 | Valid modes: Plain, Context, Verbose, and Minimal. |
|
485 | 485 | """ |
|
486 | 486 | interactive_tb = self.shell.InteractiveTB |
|
487 | 487 | if s: |
|
488 | 488 | # Switch exception reporting mode for this one call. |
|
489 | 489 | # Ensure it is switched back. |
|
490 | 490 | def xmode_switch_err(name): |
|
491 | 491 | warn('Error changing %s exception modes.\n%s' % |
|
492 | 492 | (name,sys.exc_info()[1])) |
|
493 | 493 | |
|
494 | 494 | new_mode = s.strip().capitalize() |
|
495 | 495 | original_mode = interactive_tb.mode |
|
496 | 496 | try: |
|
497 | 497 | try: |
|
498 | 498 | interactive_tb.set_mode(mode=new_mode) |
|
499 | 499 | except Exception: |
|
500 | 500 | xmode_switch_err('user') |
|
501 | 501 | else: |
|
502 | 502 | self.shell.showtraceback() |
|
503 | 503 | finally: |
|
504 | 504 | interactive_tb.set_mode(mode=original_mode) |
|
505 | 505 | else: |
|
506 | 506 | self.shell.showtraceback() |
|
507 | 507 | |
|
508 | 508 | @skip_doctest |
|
509 | 509 | @line_magic |
|
510 | 510 | def run(self, parameter_s='', runner=None, |
|
511 | 511 | file_finder=get_py_filename): |
|
512 | 512 | """Run the named file inside IPython as a program. |
|
513 | 513 | |
|
514 | 514 | Usage:: |
|
515 | 515 | |
|
516 | 516 | %run [-n -i -e -G] |
|
517 | 517 | [( -t [-N<N>] | -d [-b<N>] | -p [profile options] )] |
|
518 | 518 | ( -m mod | filename ) [args] |
|
519 | 519 | |
|
520 | 520 | The filename argument should be either a pure Python script (with |
|
521 | 521 | extension ``.py``), or a file with custom IPython syntax (such as |
|
522 | 522 | magics). If the latter, the file can be either a script with ``.ipy`` |
|
523 | 523 | extension, or a Jupyter notebook with ``.ipynb`` extension. When running |
|
524 | 524 | a Jupyter notebook, the output from print statements and other |
|
525 | 525 | displayed objects will appear in the terminal (even matplotlib figures |
|
526 | 526 | will open, if a terminal-compliant backend is being used). Note that, |
|
527 | 527 | at the system command line, the ``jupyter run`` command offers similar |
|
528 | 528 | functionality for executing notebooks (albeit currently with some |
|
529 | 529 | differences in supported options). |
|
530 | 530 | |
|
531 | 531 | Parameters after the filename are passed as command-line arguments to |
|
532 | 532 | the program (put in sys.argv). Then, control returns to IPython's |
|
533 | 533 | prompt. |
|
534 | 534 | |
|
535 | 535 | This is similar to running at a system prompt ``python file args``, |
|
536 | 536 | but with the advantage of giving you IPython's tracebacks, and of |
|
537 | 537 | loading all variables into your interactive namespace for further use |
|
538 | 538 | (unless -p is used, see below). |
|
539 | 539 | |
|
540 | 540 | The file is executed in a namespace initially consisting only of |
|
541 | 541 | ``__name__=='__main__'`` and sys.argv constructed as indicated. It thus |
|
542 | 542 | sees its environment as if it were being run as a stand-alone program |
|
543 | 543 | (except for sharing global objects such as previously imported |
|
544 | 544 | modules). But after execution, the IPython interactive namespace gets |
|
545 | 545 | updated with all variables defined in the program (except for __name__ |
|
546 | 546 | and sys.argv). This allows for very convenient loading of code for |
|
547 | 547 | interactive work, while giving each program a 'clean sheet' to run in. |
|
548 | 548 | |
|
549 | 549 | Arguments are expanded using shell-like glob match. Patterns |
|
550 | 550 | '*', '?', '[seq]' and '[!seq]' can be used. Additionally, |
|
551 | 551 | tilde '~' will be expanded into user's home directory. Unlike |
|
552 | 552 | real shells, quotation does not suppress expansions. Use |
|
553 | 553 | *two* back slashes (e.g. ``\\\\*``) to suppress expansions. |
|
554 | 554 | To completely disable these expansions, you can use -G flag. |
|
555 | 555 | |
|
556 | 556 | On Windows systems, the use of single quotes `'` when specifying |
|
557 | 557 | a file is not supported. Use double quotes `"`. |
|
558 | 558 | |
|
559 | 559 | Options: |
|
560 | 560 | |
|
561 | 561 | -n |
|
562 | 562 | __name__ is NOT set to '__main__', but to the running file's name |
|
563 | 563 | without extension (as python does under import). This allows running |
|
564 | 564 | scripts and reloading the definitions in them without calling code |
|
565 | 565 | protected by an ``if __name__ == "__main__"`` clause. |
|
566 | 566 | |
|
567 | 567 | -i |
|
568 | 568 | run the file in IPython's namespace instead of an empty one. This |
|
569 | 569 | is useful if you are experimenting with code written in a text editor |
|
570 | 570 | which depends on variables defined interactively. |
|
571 | 571 | |
|
572 | 572 | -e |
|
573 | 573 | ignore sys.exit() calls or SystemExit exceptions in the script |
|
574 | 574 | being run. This is particularly useful if IPython is being used to |
|
575 | 575 | run unittests, which always exit with a sys.exit() call. In such |
|
576 | 576 | cases you are interested in the output of the test results, not in |
|
577 | 577 | seeing a traceback of the unittest module. |
|
578 | 578 | |
|
579 | 579 | -t |
|
580 | 580 | print timing information at the end of the run. IPython will give |
|
581 | 581 | you an estimated CPU time consumption for your script, which under |
|
582 | 582 | Unix uses the resource module to avoid the wraparound problems of |
|
583 | 583 | time.clock(). Under Unix, an estimate of time spent on system tasks |
|
584 | 584 | is also given (for Windows platforms this is reported as 0.0). |
|
585 | 585 | |
|
586 | 586 | If -t is given, an additional ``-N<N>`` option can be given, where <N> |
|
587 | 587 | must be an integer indicating how many times you want the script to |
|
588 | 588 | run. The final timing report will include total and per run results. |
|
589 | 589 | |
|
590 | 590 | For example (testing the script uniq_stable.py):: |
|
591 | 591 | |
|
592 | 592 | In [1]: run -t uniq_stable |
|
593 | 593 | |
|
594 | 594 | IPython CPU timings (estimated): |
|
595 | 595 | User : 0.19597 s. |
|
596 | 596 | System: 0.0 s. |
|
597 | 597 | |
|
598 | 598 | In [2]: run -t -N5 uniq_stable |
|
599 | 599 | |
|
600 | 600 | IPython CPU timings (estimated): |
|
601 | 601 | Total runs performed: 5 |
|
602 | 602 | Times : Total Per run |
|
603 | 603 | User : 0.910862 s, 0.1821724 s. |
|
604 | 604 | System: 0.0 s, 0.0 s. |
|
605 | 605 | |
|
606 | 606 | -d |
|
607 | 607 | run your program under the control of pdb, the Python debugger. |
|
608 | 608 | This allows you to execute your program step by step, watch variables, |
|
609 | 609 | etc. Internally, what IPython does is similar to calling:: |
|
610 | 610 | |
|
611 | 611 | pdb.run('execfile("YOURFILENAME")') |
|
612 | 612 | |
|
613 | 613 | with a breakpoint set on line 1 of your file. You can change the line |
|
614 | 614 | number for this automatic breakpoint to be <N> by using the -bN option |
|
615 | 615 | (where N must be an integer). For example:: |
|
616 | 616 | |
|
617 | 617 | %run -d -b40 myscript |
|
618 | 618 | |
|
619 | 619 | will set the first breakpoint at line 40 in myscript.py. Note that |
|
620 | 620 | the first breakpoint must be set on a line which actually does |
|
621 | 621 | something (not a comment or docstring) for it to stop execution. |
|
622 | 622 | |
|
623 | 623 | Or you can specify a breakpoint in a different file:: |
|
624 | 624 | |
|
625 | 625 | %run -d -b myotherfile.py:20 myscript |
|
626 | 626 | |
|
627 | 627 | When the pdb debugger starts, you will see a (Pdb) prompt. You must |
|
628 | 628 | first enter 'c' (without quotes) to start execution up to the first |
|
629 | 629 | breakpoint. |
|
630 | 630 | |
|
631 | 631 | Entering 'help' gives information about the use of the debugger. You |
|
632 | 632 | can easily see pdb's full documentation with "import pdb;pdb.help()" |
|
633 | 633 | at a prompt. |
|
634 | 634 | |
|
635 | 635 | -p |
|
636 | 636 | run program under the control of the Python profiler module (which |
|
637 | 637 | prints a detailed report of execution times, function calls, etc). |
|
638 | 638 | |
|
639 | 639 | You can pass other options after -p which affect the behavior of the |
|
640 | 640 | profiler itself. See the docs for %prun for details. |
|
641 | 641 | |
|
642 | 642 | In this mode, the program's variables do NOT propagate back to the |
|
643 | 643 | IPython interactive namespace (because they remain in the namespace |
|
644 | 644 | where the profiler executes them). |
|
645 | 645 | |
|
646 | 646 | Internally this triggers a call to %prun, see its documentation for |
|
647 | 647 | details on the options available specifically for profiling. |
|
648 | 648 | |
|
649 | 649 | There is one special usage for which the text above doesn't apply: |
|
650 | 650 | if the filename ends with .ipy[nb], the file is run as ipython script, |
|
651 | 651 | just as if the commands were written on IPython prompt. |
|
652 | 652 | |
|
653 | 653 | -m |
|
654 | 654 | specify module name to load instead of script path. Similar to |
|
655 | 655 | the -m option for the python interpreter. Use this option last if you |
|
656 | 656 | want to combine with other %run options. Unlike the python interpreter |
|
657 | 657 | only source modules are allowed no .pyc or .pyo files. |
|
658 | 658 | For example:: |
|
659 | 659 | |
|
660 | 660 | %run -m example |
|
661 | 661 | |
|
662 | 662 | will run the example module. |
|
663 | 663 | |
|
664 | 664 | -G |
|
665 | 665 | disable shell-like glob expansion of arguments. |
|
666 | 666 | |
|
667 | 667 | """ |
|
668 | 668 | |
|
669 | 669 | # Logic to handle issue #3664 |
|
670 | 670 | # Add '--' after '-m <module_name>' to ignore additional args passed to a module. |
|
671 | 671 | if '-m' in parameter_s and '--' not in parameter_s: |
|
672 | 672 | argv = shlex.split(parameter_s, posix=(os.name == 'posix')) |
|
673 | 673 | for idx, arg in enumerate(argv): |
|
674 | 674 | if arg and arg.startswith('-') and arg != '-': |
|
675 | 675 | if arg == '-m': |
|
676 | 676 | argv.insert(idx + 2, '--') |
|
677 | 677 | break |
|
678 | 678 | else: |
|
679 | 679 | # Positional arg, break |
|
680 | 680 | break |
|
681 | 681 | parameter_s = ' '.join(shlex.quote(arg) for arg in argv) |
|
682 | 682 | |
|
683 | 683 | # get arguments and set sys.argv for program to be run. |
|
684 | 684 | opts, arg_lst = self.parse_options(parameter_s, |
|
685 | 685 | 'nidtN:b:pD:l:rs:T:em:G', |
|
686 | 686 | mode='list', list_all=1) |
|
687 | 687 | if "m" in opts: |
|
688 | 688 | modulename = opts["m"][0] |
|
689 | 689 | modpath = find_mod(modulename) |
|
690 | 690 | if modpath is None: |
|
691 | 691 | msg = '%r is not a valid modulename on sys.path'%modulename |
|
692 | 692 | raise Exception(msg) |
|
693 | 693 | arg_lst = [modpath] + arg_lst |
|
694 | 694 | try: |
|
695 | 695 | fpath = None # initialize to make sure fpath is in scope later |
|
696 | 696 | fpath = arg_lst[0] |
|
697 | 697 | filename = file_finder(fpath) |
|
698 | 698 | except IndexError as e: |
|
699 | 699 | msg = 'you must provide at least a filename.' |
|
700 | 700 | raise Exception(msg) from e |
|
701 | 701 | except IOError as e: |
|
702 | 702 | try: |
|
703 | 703 | msg = str(e) |
|
704 | 704 | except UnicodeError: |
|
705 | 705 | msg = e.message |
|
706 | 706 | if os.name == 'nt' and re.match(r"^'.*'$",fpath): |
|
707 | 707 | warn('For Windows, use double quotes to wrap a filename: %run "mypath\\myfile.py"') |
|
708 | 708 | raise Exception(msg) from e |
|
709 | 709 | except TypeError: |
|
710 | 710 | if fpath in sys.meta_path: |
|
711 | 711 | filename = "" |
|
712 | 712 | else: |
|
713 | 713 | raise |
|
714 | 714 | |
|
715 | 715 | if filename.lower().endswith(('.ipy', '.ipynb')): |
|
716 | 716 | with preserve_keys(self.shell.user_ns, '__file__'): |
|
717 | 717 | self.shell.user_ns['__file__'] = filename |
|
718 | 718 | self.shell.safe_execfile_ipy(filename, raise_exceptions=True) |
|
719 | 719 | return |
|
720 | 720 | |
|
721 | 721 | # Control the response to exit() calls made by the script being run |
|
722 | 722 | exit_ignore = 'e' in opts |
|
723 | 723 | |
|
724 | 724 | # Make sure that the running script gets a proper sys.argv as if it |
|
725 | 725 | # were run from a system shell. |
|
726 | 726 | save_argv = sys.argv # save it for later restoring |
|
727 | 727 | |
|
728 | 728 | if 'G' in opts: |
|
729 | 729 | args = arg_lst[1:] |
|
730 | 730 | else: |
|
731 | 731 | # tilde and glob expansion |
|
732 | 732 | args = shellglob(map(os.path.expanduser, arg_lst[1:])) |
|
733 | 733 | |
|
734 | 734 | sys.argv = [filename] + args # put in the proper filename |
|
735 | 735 | |
|
736 | 736 | if 'n' in opts: |
|
737 | 737 | name = Path(filename).stem |
|
738 | 738 | else: |
|
739 | 739 | name = '__main__' |
|
740 | 740 | |
|
741 | 741 | if 'i' in opts: |
|
742 | 742 | # Run in user's interactive namespace |
|
743 | 743 | prog_ns = self.shell.user_ns |
|
744 | 744 | __name__save = self.shell.user_ns['__name__'] |
|
745 | 745 | prog_ns['__name__'] = name |
|
746 | 746 | main_mod = self.shell.user_module |
|
747 | 747 | |
|
748 | 748 | # Since '%run foo' emulates 'python foo.py' at the cmd line, we must |
|
749 | 749 | # set the __file__ global in the script's namespace |
|
750 | 750 | # TK: Is this necessary in interactive mode? |
|
751 | 751 | prog_ns['__file__'] = filename |
|
752 | 752 | else: |
|
753 | 753 | # Run in a fresh, empty namespace |
|
754 | 754 | |
|
755 | 755 | # The shell MUST hold a reference to prog_ns so after %run |
|
756 | 756 | # exits, the python deletion mechanism doesn't zero it out |
|
757 | 757 | # (leaving dangling references). See interactiveshell for details |
|
758 | 758 | main_mod = self.shell.new_main_mod(filename, name) |
|
759 | 759 | prog_ns = main_mod.__dict__ |
|
760 | 760 | |
|
761 | 761 | # pickle fix. See interactiveshell for an explanation. But we need to |
|
762 | 762 | # make sure that, if we overwrite __main__, we replace it at the end |
|
763 | 763 | main_mod_name = prog_ns['__name__'] |
|
764 | 764 | |
|
765 | 765 | if main_mod_name == '__main__': |
|
766 | 766 | restore_main = sys.modules['__main__'] |
|
767 | 767 | else: |
|
768 | 768 | restore_main = False |
|
769 | 769 | |
|
770 | 770 | # This needs to be undone at the end to prevent holding references to |
|
771 | 771 | # every single object ever created. |
|
772 | 772 | sys.modules[main_mod_name] = main_mod |
|
773 | 773 | |
|
774 | 774 | if 'p' in opts or 'd' in opts: |
|
775 | 775 | if 'm' in opts: |
|
776 | 776 | code = 'run_module(modulename, prog_ns)' |
|
777 | 777 | code_ns = { |
|
778 | 778 | 'run_module': self.shell.safe_run_module, |
|
779 | 779 | 'prog_ns': prog_ns, |
|
780 | 780 | 'modulename': modulename, |
|
781 | 781 | } |
|
782 | 782 | else: |
|
783 | 783 | if 'd' in opts: |
|
784 | 784 | # allow exceptions to raise in debug mode |
|
785 | 785 | code = 'execfile(filename, prog_ns, raise_exceptions=True)' |
|
786 | 786 | else: |
|
787 | 787 | code = 'execfile(filename, prog_ns)' |
|
788 | 788 | code_ns = { |
|
789 | 789 | 'execfile': self.shell.safe_execfile, |
|
790 | 790 | 'prog_ns': prog_ns, |
|
791 | 791 | 'filename': get_py_filename(filename), |
|
792 | 792 | } |
|
793 | 793 | |
|
794 | 794 | try: |
|
795 | 795 | stats = None |
|
796 | 796 | if 'p' in opts: |
|
797 | 797 | stats = self._run_with_profiler(code, opts, code_ns) |
|
798 | 798 | else: |
|
799 | 799 | if 'd' in opts: |
|
800 | 800 | bp_file, bp_line = parse_breakpoint( |
|
801 | 801 | opts.get('b', ['1'])[0], filename) |
|
802 | 802 | self._run_with_debugger( |
|
803 | 803 | code, code_ns, filename, bp_line, bp_file) |
|
804 | 804 | else: |
|
805 | 805 | if 'm' in opts: |
|
806 | 806 | def run(): |
|
807 | 807 | self.shell.safe_run_module(modulename, prog_ns) |
|
808 | 808 | else: |
|
809 | 809 | if runner is None: |
|
810 | 810 | runner = self.default_runner |
|
811 | 811 | if runner is None: |
|
812 | 812 | runner = self.shell.safe_execfile |
|
813 | 813 | |
|
814 | 814 | def run(): |
|
815 | 815 | runner(filename, prog_ns, prog_ns, |
|
816 | 816 | exit_ignore=exit_ignore) |
|
817 | 817 | |
|
818 | 818 | if 't' in opts: |
|
819 | 819 | # timed execution |
|
820 | 820 | try: |
|
821 | 821 | nruns = int(opts['N'][0]) |
|
822 | 822 | if nruns < 1: |
|
823 | 823 | error('Number of runs must be >=1') |
|
824 | 824 | return |
|
825 | 825 | except (KeyError): |
|
826 | 826 | nruns = 1 |
|
827 | 827 | self._run_with_timing(run, nruns) |
|
828 | 828 | else: |
|
829 | 829 | # regular execution |
|
830 | 830 | run() |
|
831 | 831 | |
|
832 | 832 | if 'i' in opts: |
|
833 | 833 | self.shell.user_ns['__name__'] = __name__save |
|
834 | 834 | else: |
|
835 | 835 | # update IPython interactive namespace |
|
836 | 836 | |
|
837 | 837 | # Some forms of read errors on the file may mean the |
|
838 | 838 | # __name__ key was never set; using pop we don't have to |
|
839 | 839 | # worry about a possible KeyError. |
|
840 | 840 | prog_ns.pop('__name__', None) |
|
841 | 841 | |
|
842 | 842 | with preserve_keys(self.shell.user_ns, '__file__'): |
|
843 | 843 | self.shell.user_ns.update(prog_ns) |
|
844 | 844 | finally: |
|
845 | 845 | # It's a bit of a mystery why, but __builtins__ can change from |
|
846 | 846 | # being a module to becoming a dict missing some key data after |
|
847 | 847 | # %run. As best I can see, this is NOT something IPython is doing |
|
848 | 848 | # at all, and similar problems have been reported before: |
|
849 | 849 | # http://coding.derkeiler.com/Archive/Python/comp.lang.python/2004-10/0188.html |
|
850 | 850 | # Since this seems to be done by the interpreter itself, the best |
|
851 | 851 | # we can do is to at least restore __builtins__ for the user on |
|
852 | 852 | # exit. |
|
853 | 853 | self.shell.user_ns['__builtins__'] = builtin_mod |
|
854 | 854 | |
|
855 | 855 | # Ensure key global structures are restored |
|
856 | 856 | sys.argv = save_argv |
|
857 | 857 | if restore_main: |
|
858 | 858 | sys.modules['__main__'] = restore_main |
|
859 | 859 | if '__mp_main__' in sys.modules: |
|
860 | 860 | sys.modules['__mp_main__'] = restore_main |
|
861 | 861 | else: |
|
862 | 862 | # Remove from sys.modules the reference to main_mod we'd |
|
863 | 863 | # added. Otherwise it will trap references to objects |
|
864 | 864 | # contained therein. |
|
865 | 865 | del sys.modules[main_mod_name] |
|
866 | 866 | |
|
867 | 867 | return stats |
|
868 | 868 | |
|
869 | 869 | def _run_with_debugger(self, code, code_ns, filename=None, |
|
870 | 870 | bp_line=None, bp_file=None): |
|
871 | 871 | """ |
|
872 | 872 | Run `code` in debugger with a break point. |
|
873 | 873 | |
|
874 | 874 | Parameters |
|
875 | 875 | ---------- |
|
876 | 876 | code : str |
|
877 | 877 | Code to execute. |
|
878 | 878 | code_ns : dict |
|
879 | 879 | A namespace in which `code` is executed. |
|
880 | 880 | filename : str |
|
881 | 881 | `code` is ran as if it is in `filename`. |
|
882 | 882 | bp_line : int, optional |
|
883 | 883 | Line number of the break point. |
|
884 | 884 | bp_file : str, optional |
|
885 | 885 | Path to the file in which break point is specified. |
|
886 | 886 | `filename` is used if not given. |
|
887 | 887 | |
|
888 | 888 | Raises |
|
889 | 889 | ------ |
|
890 | 890 | UsageError |
|
891 | 891 | If the break point given by `bp_line` is not valid. |
|
892 | 892 | |
|
893 | 893 | """ |
|
894 | 894 | deb = self.shell.InteractiveTB.pdb |
|
895 | 895 | if not deb: |
|
896 | 896 | self.shell.InteractiveTB.pdb = self.shell.InteractiveTB.debugger_cls() |
|
897 | 897 | deb = self.shell.InteractiveTB.pdb |
|
898 | 898 | |
|
899 | 899 | # deb.checkline() fails if deb.curframe exists but is None; it can |
|
900 | 900 | # handle it not existing. https://github.com/ipython/ipython/issues/10028 |
|
901 | 901 | if hasattr(deb, 'curframe'): |
|
902 | 902 | del deb.curframe |
|
903 | 903 | |
|
904 | 904 | # reset Breakpoint state, which is moronically kept |
|
905 | 905 | # in a class |
|
906 | 906 | bdb.Breakpoint.next = 1 |
|
907 | 907 | bdb.Breakpoint.bplist = {} |
|
908 | 908 | bdb.Breakpoint.bpbynumber = [None] |
|
909 | 909 | deb.clear_all_breaks() |
|
910 | 910 | if bp_line is not None: |
|
911 | 911 | # Set an initial breakpoint to stop execution |
|
912 | 912 | maxtries = 10 |
|
913 | 913 | bp_file = bp_file or filename |
|
914 | 914 | checkline = deb.checkline(bp_file, bp_line) |
|
915 | 915 | if not checkline: |
|
916 | 916 | for bp in range(bp_line + 1, bp_line + maxtries + 1): |
|
917 | 917 | if deb.checkline(bp_file, bp): |
|
918 | 918 | break |
|
919 | 919 | else: |
|
920 | 920 | msg = ("\nI failed to find a valid line to set " |
|
921 | 921 | "a breakpoint\n" |
|
922 | 922 | "after trying up to line: %s.\n" |
|
923 | 923 | "Please set a valid breakpoint manually " |
|
924 | 924 | "with the -b option." % bp) |
|
925 | 925 | raise UsageError(msg) |
|
926 | 926 | # if we find a good linenumber, set the breakpoint |
|
927 | 927 | deb.do_break('%s:%s' % (bp_file, bp_line)) |
|
928 | 928 | |
|
929 | 929 | if filename: |
|
930 | 930 | # Mimic Pdb._runscript(...) |
|
931 | 931 | deb._wait_for_mainpyfile = True |
|
932 | 932 | deb.mainpyfile = deb.canonic(filename) |
|
933 | 933 | |
|
934 | 934 | # Start file run |
|
935 | 935 | print("NOTE: Enter 'c' at the %s prompt to continue execution." % deb.prompt) |
|
936 | 936 | try: |
|
937 | 937 | if filename: |
|
938 | 938 | # save filename so it can be used by methods on the deb object |
|
939 | 939 | deb._exec_filename = filename |
|
940 | 940 | while True: |
|
941 | 941 | try: |
|
942 | 942 | trace = sys.gettrace() |
|
943 | 943 | deb.run(code, code_ns) |
|
944 | 944 | except Restart: |
|
945 | 945 | print("Restarting") |
|
946 | 946 | if filename: |
|
947 | 947 | deb._wait_for_mainpyfile = True |
|
948 | 948 | deb.mainpyfile = deb.canonic(filename) |
|
949 | 949 | continue |
|
950 | 950 | else: |
|
951 | 951 | break |
|
952 | 952 | finally: |
|
953 | 953 | sys.settrace(trace) |
|
954 | 954 | |
|
955 | 955 | |
|
956 | 956 | except: |
|
957 | 957 | etype, value, tb = sys.exc_info() |
|
958 | 958 | # Skip three frames in the traceback: the %run one, |
|
959 | 959 | # one inside bdb.py, and the command-line typed by the |
|
960 | 960 | # user (run by exec in pdb itself). |
|
961 | 961 | self.shell.InteractiveTB(etype, value, tb, tb_offset=3) |
|
962 | 962 | |
|
963 | 963 | @staticmethod |
|
964 | 964 | def _run_with_timing(run, nruns): |
|
965 | 965 | """ |
|
966 | 966 | Run function `run` and print timing information. |
|
967 | 967 | |
|
968 | 968 | Parameters |
|
969 | 969 | ---------- |
|
970 | 970 | run : callable |
|
971 | 971 | Any callable object which takes no argument. |
|
972 | 972 | nruns : int |
|
973 | 973 | Number of times to execute `run`. |
|
974 | 974 | |
|
975 | 975 | """ |
|
976 | 976 | twall0 = time.perf_counter() |
|
977 | 977 | if nruns == 1: |
|
978 | 978 | t0 = clock2() |
|
979 | 979 | run() |
|
980 | 980 | t1 = clock2() |
|
981 | 981 | t_usr = t1[0] - t0[0] |
|
982 | 982 | t_sys = t1[1] - t0[1] |
|
983 | 983 | print("\nIPython CPU timings (estimated):") |
|
984 | 984 | print(" User : %10.2f s." % t_usr) |
|
985 | 985 | print(" System : %10.2f s." % t_sys) |
|
986 | 986 | else: |
|
987 | 987 | runs = range(nruns) |
|
988 | 988 | t0 = clock2() |
|
989 | 989 | for nr in runs: |
|
990 | 990 | run() |
|
991 | 991 | t1 = clock2() |
|
992 | 992 | t_usr = t1[0] - t0[0] |
|
993 | 993 | t_sys = t1[1] - t0[1] |
|
994 | 994 | print("\nIPython CPU timings (estimated):") |
|
995 | 995 | print("Total runs performed:", nruns) |
|
996 | 996 | print(" Times : %10s %10s" % ('Total', 'Per run')) |
|
997 | 997 | print(" User : %10.2f s, %10.2f s." % (t_usr, t_usr / nruns)) |
|
998 | 998 | print(" System : %10.2f s, %10.2f s." % (t_sys, t_sys / nruns)) |
|
999 | 999 | twall1 = time.perf_counter() |
|
1000 | 1000 | print("Wall time: %10.2f s." % (twall1 - twall0)) |
|
1001 | 1001 | |
|
1002 | 1002 | @skip_doctest |
|
1003 | 1003 | @no_var_expand |
|
1004 | 1004 | @line_cell_magic |
|
1005 | 1005 | @needs_local_scope |
|
1006 | 1006 | def timeit(self, line='', cell=None, local_ns=None): |
|
1007 | 1007 | """Time execution of a Python statement or expression |
|
1008 | 1008 | |
|
1009 | 1009 | Usage, in line mode: |
|
1010 | 1010 | %timeit [-n<N> -r<R> [-t|-c] -q -p<P> -o] statement |
|
1011 | 1011 | or in cell mode: |
|
1012 | 1012 | %%timeit [-n<N> -r<R> [-t|-c] -q -p<P> -o] setup_code |
|
1013 | 1013 | code |
|
1014 | 1014 | code... |
|
1015 | 1015 | |
|
1016 | 1016 | Time execution of a Python statement or expression using the timeit |
|
1017 | 1017 | module. This function can be used both as a line and cell magic: |
|
1018 | 1018 | |
|
1019 | 1019 | - In line mode you can time a single-line statement (though multiple |
|
1020 | 1020 | ones can be chained with using semicolons). |
|
1021 | 1021 | |
|
1022 | 1022 | - In cell mode, the statement in the first line is used as setup code |
|
1023 | 1023 | (executed but not timed) and the body of the cell is timed. The cell |
|
1024 | 1024 | body has access to any variables created in the setup code. |
|
1025 | 1025 | |
|
1026 | 1026 | Options: |
|
1027 | 1027 | -n<N>: execute the given statement <N> times in a loop. If <N> is not |
|
1028 | 1028 | provided, <N> is determined so as to get sufficient accuracy. |
|
1029 | 1029 | |
|
1030 | 1030 | -r<R>: number of repeats <R>, each consisting of <N> loops, and take the |
|
1031 | 1031 | best result. |
|
1032 | 1032 | Default: 7 |
|
1033 | 1033 | |
|
1034 | 1034 | -t: use time.time to measure the time, which is the default on Unix. |
|
1035 | 1035 | This function measures wall time. |
|
1036 | 1036 | |
|
1037 | 1037 | -c: use time.clock to measure the time, which is the default on |
|
1038 | 1038 | Windows and measures wall time. On Unix, resource.getrusage is used |
|
1039 | 1039 | instead and returns the CPU user time. |
|
1040 | 1040 | |
|
1041 | 1041 | -p<P>: use a precision of <P> digits to display the timing result. |
|
1042 | 1042 | Default: 3 |
|
1043 | 1043 | |
|
1044 | 1044 | -q: Quiet, do not print result. |
|
1045 | 1045 | |
|
1046 | 1046 | -o: return a TimeitResult that can be stored in a variable to inspect |
|
1047 | 1047 | the result in more details. |
|
1048 | 1048 | |
|
1049 | 1049 | .. versionchanged:: 7.3 |
|
1050 | 1050 | User variables are no longer expanded, |
|
1051 | 1051 | the magic line is always left unmodified. |
|
1052 | 1052 | |
|
1053 | 1053 | Examples |
|
1054 | 1054 | -------- |
|
1055 | 1055 | :: |
|
1056 | 1056 | |
|
1057 | 1057 | In [1]: %timeit pass |
|
1058 | 1058 | 8.26 ns ± 0.12 ns per loop (mean ± std. dev. of 7 runs, 100000000 loops each) |
|
1059 | 1059 | |
|
1060 | 1060 | In [2]: u = None |
|
1061 | 1061 | |
|
1062 | 1062 | In [3]: %timeit u is None |
|
1063 | 1063 | 29.9 ns ± 0.643 ns per loop (mean ± std. dev. of 7 runs, 10000000 loops each) |
|
1064 | 1064 | |
|
1065 | 1065 | In [4]: %timeit -r 4 u == None |
|
1066 | 1066 | |
|
1067 | 1067 | In [5]: import time |
|
1068 | 1068 | |
|
1069 | 1069 | In [6]: %timeit -n1 time.sleep(2) |
|
1070 | 1070 | |
|
1071 | 1071 | The times reported by %timeit will be slightly higher than those |
|
1072 | 1072 | reported by the timeit.py script when variables are accessed. This is |
|
1073 | 1073 | due to the fact that %timeit executes the statement in the namespace |
|
1074 | 1074 | of the shell, compared with timeit.py, which uses a single setup |
|
1075 | 1075 | statement to import function or create variables. Generally, the bias |
|
1076 | 1076 | does not matter as long as results from timeit.py are not mixed with |
|
1077 | 1077 | those from %timeit.""" |
|
1078 | 1078 | |
|
1079 | 1079 | opts, stmt = self.parse_options( |
|
1080 | 1080 | line, "n:r:tcp:qo", posix=False, strict=False, preserve_non_opts=True |
|
1081 | 1081 | ) |
|
1082 | 1082 | if stmt == "" and cell is None: |
|
1083 | 1083 | return |
|
1084 | 1084 | |
|
1085 | 1085 | timefunc = timeit.default_timer |
|
1086 | 1086 | number = int(getattr(opts, "n", 0)) |
|
1087 | 1087 | default_repeat = 7 if timeit.default_repeat < 7 else timeit.default_repeat |
|
1088 | 1088 | repeat = int(getattr(opts, "r", default_repeat)) |
|
1089 | 1089 | precision = int(getattr(opts, "p", 3)) |
|
1090 | 1090 | quiet = 'q' in opts |
|
1091 | 1091 | return_result = 'o' in opts |
|
1092 | 1092 | if hasattr(opts, "t"): |
|
1093 | 1093 | timefunc = time.time |
|
1094 | 1094 | if hasattr(opts, "c"): |
|
1095 | 1095 | timefunc = clock |
|
1096 | 1096 | |
|
1097 | 1097 | timer = Timer(timer=timefunc) |
|
1098 | 1098 | # this code has tight coupling to the inner workings of timeit.Timer, |
|
1099 | 1099 | # but is there a better way to achieve that the code stmt has access |
|
1100 | 1100 | # to the shell namespace? |
|
1101 | 1101 | transform = self.shell.transform_cell |
|
1102 | 1102 | |
|
1103 | 1103 | if cell is None: |
|
1104 | 1104 | # called as line magic |
|
1105 | 1105 | ast_setup = self.shell.compile.ast_parse("pass") |
|
1106 | 1106 | ast_stmt = self.shell.compile.ast_parse(transform(stmt)) |
|
1107 | 1107 | else: |
|
1108 | 1108 | ast_setup = self.shell.compile.ast_parse(transform(stmt)) |
|
1109 | 1109 | ast_stmt = self.shell.compile.ast_parse(transform(cell)) |
|
1110 | 1110 | |
|
1111 | 1111 | ast_setup = self.shell.transform_ast(ast_setup) |
|
1112 | 1112 | ast_stmt = self.shell.transform_ast(ast_stmt) |
|
1113 | 1113 | |
|
1114 | 1114 | # Check that these compile to valid Python code *outside* the timer func |
|
1115 | 1115 | # Invalid code may become valid when put inside the function & loop, |
|
1116 | 1116 | # which messes up error messages. |
|
1117 | 1117 | # https://github.com/ipython/ipython/issues/10636 |
|
1118 | 1118 | self.shell.compile(ast_setup, "<magic-timeit-setup>", "exec") |
|
1119 | 1119 | self.shell.compile(ast_stmt, "<magic-timeit-stmt>", "exec") |
|
1120 | 1120 | |
|
1121 | 1121 | # This codestring is taken from timeit.template - we fill it in as an |
|
1122 | 1122 | # AST, so that we can apply our AST transformations to the user code |
|
1123 | 1123 | # without affecting the timing code. |
|
1124 | 1124 | timeit_ast_template = ast.parse('def inner(_it, _timer):\n' |
|
1125 | 1125 | ' setup\n' |
|
1126 | 1126 | ' _t0 = _timer()\n' |
|
1127 | 1127 | ' for _i in _it:\n' |
|
1128 | 1128 | ' stmt\n' |
|
1129 | 1129 | ' _t1 = _timer()\n' |
|
1130 | 1130 | ' return _t1 - _t0\n') |
|
1131 | 1131 | |
|
1132 | 1132 | timeit_ast = TimeitTemplateFiller(ast_setup, ast_stmt).visit(timeit_ast_template) |
|
1133 | 1133 | timeit_ast = ast.fix_missing_locations(timeit_ast) |
|
1134 | 1134 | |
|
1135 | 1135 | # Track compilation time so it can be reported if too long |
|
1136 | 1136 | # Minimum time above which compilation time will be reported |
|
1137 | 1137 | tc_min = 0.1 |
|
1138 | 1138 | |
|
1139 | 1139 | t0 = clock() |
|
1140 | 1140 | code = self.shell.compile(timeit_ast, "<magic-timeit>", "exec") |
|
1141 | 1141 | tc = clock()-t0 |
|
1142 | 1142 | |
|
1143 | 1143 | ns = {} |
|
1144 | 1144 | glob = self.shell.user_ns |
|
1145 | 1145 | # handles global vars with same name as local vars. We store them in conflict_globs. |
|
1146 | 1146 | conflict_globs = {} |
|
1147 | 1147 | if local_ns and cell is None: |
|
1148 | 1148 | for var_name, var_val in glob.items(): |
|
1149 | 1149 | if var_name in local_ns: |
|
1150 | 1150 | conflict_globs[var_name] = var_val |
|
1151 | 1151 | glob.update(local_ns) |
|
1152 | 1152 | |
|
1153 | 1153 | exec(code, glob, ns) |
|
1154 | 1154 | timer.inner = ns["inner"] |
|
1155 | 1155 | |
|
1156 | 1156 | # This is used to check if there is a huge difference between the |
|
1157 | 1157 | # best and worst timings. |
|
1158 | 1158 | # Issue: https://github.com/ipython/ipython/issues/6471 |
|
1159 | 1159 | if number == 0: |
|
1160 | 1160 | # determine number so that 0.2 <= total time < 2.0 |
|
1161 | 1161 | for index in range(0, 10): |
|
1162 | 1162 | number = 10 ** index |
|
1163 | 1163 | time_number = timer.timeit(number) |
|
1164 | 1164 | if time_number >= 0.2: |
|
1165 | 1165 | break |
|
1166 | 1166 | |
|
1167 | 1167 | all_runs = timer.repeat(repeat, number) |
|
1168 | 1168 | best = min(all_runs) / number |
|
1169 | 1169 | worst = max(all_runs) / number |
|
1170 | 1170 | timeit_result = TimeitResult(number, repeat, best, worst, all_runs, tc, precision) |
|
1171 | 1171 | |
|
1172 | 1172 | # Restore global vars from conflict_globs |
|
1173 | 1173 | if conflict_globs: |
|
1174 | 1174 | glob.update(conflict_globs) |
|
1175 | 1175 | |
|
1176 | 1176 | if not quiet : |
|
1177 | 1177 | # Check best timing is greater than zero to avoid a |
|
1178 | 1178 | # ZeroDivisionError. |
|
1179 | 1179 | # In cases where the slowest timing is lesser than a microsecond |
|
1180 | 1180 | # we assume that it does not really matter if the fastest |
|
1181 | 1181 | # timing is 4 times faster than the slowest timing or not. |
|
1182 | 1182 | if worst > 4 * best and best > 0 and worst > 1e-6: |
|
1183 | 1183 | print("The slowest run took %0.2f times longer than the " |
|
1184 | 1184 | "fastest. This could mean that an intermediate result " |
|
1185 | 1185 | "is being cached." % (worst / best)) |
|
1186 | 1186 | |
|
1187 | 1187 | print( timeit_result ) |
|
1188 | 1188 | |
|
1189 | 1189 | if tc > tc_min: |
|
1190 | 1190 | print("Compiler time: %.2f s" % tc) |
|
1191 | 1191 | if return_result: |
|
1192 | 1192 | return timeit_result |
|
1193 | 1193 | |
|
1194 | 1194 | @skip_doctest |
|
1195 | 1195 | @no_var_expand |
|
1196 | 1196 | @needs_local_scope |
|
1197 | 1197 | @line_cell_magic |
|
1198 |
@output_can_be_ |
|
|
1198 | @output_can_be_silenced | |
|
1199 | 1199 | def time(self,line='', cell=None, local_ns=None): |
|
1200 | 1200 | """Time execution of a Python statement or expression. |
|
1201 | 1201 | |
|
1202 | 1202 | The CPU and wall clock times are printed, and the value of the |
|
1203 | 1203 | expression (if any) is returned. Note that under Win32, system time |
|
1204 | 1204 | is always reported as 0, since it can not be measured. |
|
1205 | 1205 | |
|
1206 | 1206 | This function can be used both as a line and cell magic: |
|
1207 | 1207 | |
|
1208 | 1208 | - In line mode you can time a single-line statement (though multiple |
|
1209 | 1209 | ones can be chained with using semicolons). |
|
1210 | 1210 | |
|
1211 | 1211 | - In cell mode, you can time the cell body (a directly |
|
1212 | 1212 | following statement raises an error). |
|
1213 | 1213 | |
|
1214 | 1214 | This function provides very basic timing functionality. Use the timeit |
|
1215 | 1215 | magic for more control over the measurement. |
|
1216 | 1216 | |
|
1217 | 1217 | .. versionchanged:: 7.3 |
|
1218 | 1218 | User variables are no longer expanded, |
|
1219 | 1219 | the magic line is always left unmodified. |
|
1220 | 1220 | |
|
1221 | 1221 | Examples |
|
1222 | 1222 | -------- |
|
1223 | 1223 | :: |
|
1224 | 1224 | |
|
1225 | 1225 | In [1]: %time 2**128 |
|
1226 | 1226 | CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s |
|
1227 | 1227 | Wall time: 0.00 |
|
1228 | 1228 | Out[1]: 340282366920938463463374607431768211456L |
|
1229 | 1229 | |
|
1230 | 1230 | In [2]: n = 1000000 |
|
1231 | 1231 | |
|
1232 | 1232 | In [3]: %time sum(range(n)) |
|
1233 | 1233 | CPU times: user 1.20 s, sys: 0.05 s, total: 1.25 s |
|
1234 | 1234 | Wall time: 1.37 |
|
1235 | 1235 | Out[3]: 499999500000L |
|
1236 | 1236 | |
|
1237 | 1237 | In [4]: %time print 'hello world' |
|
1238 | 1238 | hello world |
|
1239 | 1239 | CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s |
|
1240 | 1240 | Wall time: 0.00 |
|
1241 | 1241 | |
|
1242 | 1242 | .. note:: |
|
1243 | 1243 | The time needed by Python to compile the given expression will be |
|
1244 | 1244 | reported if it is more than 0.1s. |
|
1245 | 1245 | |
|
1246 | 1246 | In the example below, the actual exponentiation is done by Python |
|
1247 | 1247 | at compilation time, so while the expression can take a noticeable |
|
1248 | 1248 | amount of time to compute, that time is purely due to the |
|
1249 | 1249 | compilation:: |
|
1250 | 1250 | |
|
1251 | 1251 | In [5]: %time 3**9999; |
|
1252 | 1252 | CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s |
|
1253 | 1253 | Wall time: 0.00 s |
|
1254 | 1254 | |
|
1255 | 1255 | In [6]: %time 3**999999; |
|
1256 | 1256 | CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s |
|
1257 | 1257 | Wall time: 0.00 s |
|
1258 | 1258 | Compiler : 0.78 s |
|
1259 | 1259 | """ |
|
1260 | 1260 | # fail immediately if the given expression can't be compiled |
|
1261 | 1261 | |
|
1262 | 1262 | if line and cell: |
|
1263 | 1263 | raise UsageError("Can't use statement directly after '%%time'!") |
|
1264 | 1264 | |
|
1265 | 1265 | if cell: |
|
1266 | 1266 | expr = self.shell.transform_cell(cell) |
|
1267 | 1267 | else: |
|
1268 | 1268 | expr = self.shell.transform_cell(line) |
|
1269 | 1269 | |
|
1270 | 1270 | # Minimum time above which parse time will be reported |
|
1271 | 1271 | tp_min = 0.1 |
|
1272 | 1272 | |
|
1273 | 1273 | t0 = clock() |
|
1274 | 1274 | expr_ast = self.shell.compile.ast_parse(expr) |
|
1275 | 1275 | tp = clock()-t0 |
|
1276 | 1276 | |
|
1277 | 1277 | # Apply AST transformations |
|
1278 | 1278 | expr_ast = self.shell.transform_ast(expr_ast) |
|
1279 | 1279 | |
|
1280 | 1280 | # Minimum time above which compilation time will be reported |
|
1281 | 1281 | tc_min = 0.1 |
|
1282 | 1282 | |
|
1283 | 1283 | expr_val=None |
|
1284 | 1284 | if len(expr_ast.body)==1 and isinstance(expr_ast.body[0], ast.Expr): |
|
1285 | 1285 | mode = 'eval' |
|
1286 | 1286 | source = '<timed eval>' |
|
1287 | 1287 | expr_ast = ast.Expression(expr_ast.body[0].value) |
|
1288 | 1288 | else: |
|
1289 | 1289 | mode = 'exec' |
|
1290 | 1290 | source = '<timed exec>' |
|
1291 | 1291 | # multi-line %%time case |
|
1292 | 1292 | if len(expr_ast.body) > 1 and isinstance(expr_ast.body[-1], ast.Expr): |
|
1293 | 1293 | expr_val= expr_ast.body[-1] |
|
1294 | 1294 | expr_ast = expr_ast.body[:-1] |
|
1295 | 1295 | expr_ast = Module(expr_ast, []) |
|
1296 | 1296 | expr_val = ast.Expression(expr_val.value) |
|
1297 | 1297 | |
|
1298 | 1298 | t0 = clock() |
|
1299 | 1299 | code = self.shell.compile(expr_ast, source, mode) |
|
1300 | 1300 | tc = clock()-t0 |
|
1301 | 1301 | |
|
1302 | 1302 | # skew measurement as little as possible |
|
1303 | 1303 | glob = self.shell.user_ns |
|
1304 | 1304 | wtime = time.time |
|
1305 | 1305 | # time execution |
|
1306 | 1306 | wall_st = wtime() |
|
1307 | 1307 | if mode=='eval': |
|
1308 | 1308 | st = clock2() |
|
1309 | 1309 | try: |
|
1310 | 1310 | out = eval(code, glob, local_ns) |
|
1311 | 1311 | except: |
|
1312 | 1312 | self.shell.showtraceback() |
|
1313 | 1313 | return |
|
1314 | 1314 | end = clock2() |
|
1315 | 1315 | else: |
|
1316 | 1316 | st = clock2() |
|
1317 | 1317 | try: |
|
1318 | 1318 | exec(code, glob, local_ns) |
|
1319 | 1319 | out=None |
|
1320 | 1320 | # multi-line %%time case |
|
1321 | 1321 | if expr_val is not None: |
|
1322 | 1322 | code_2 = self.shell.compile(expr_val, source, 'eval') |
|
1323 | 1323 | out = eval(code_2, glob, local_ns) |
|
1324 | 1324 | except: |
|
1325 | 1325 | self.shell.showtraceback() |
|
1326 | 1326 | return |
|
1327 | 1327 | end = clock2() |
|
1328 | 1328 | |
|
1329 | 1329 | wall_end = wtime() |
|
1330 | 1330 | # Compute actual times and report |
|
1331 | 1331 | wall_time = wall_end - wall_st |
|
1332 | 1332 | cpu_user = end[0] - st[0] |
|
1333 | 1333 | cpu_sys = end[1] - st[1] |
|
1334 | 1334 | cpu_tot = cpu_user + cpu_sys |
|
1335 | 1335 | # On windows cpu_sys is always zero, so only total is displayed |
|
1336 | 1336 | if sys.platform != "win32": |
|
1337 | 1337 | print( |
|
1338 | 1338 | f"CPU times: user {_format_time(cpu_user)}, sys: {_format_time(cpu_sys)}, total: {_format_time(cpu_tot)}" |
|
1339 | 1339 | ) |
|
1340 | 1340 | else: |
|
1341 | 1341 | print(f"CPU times: total: {_format_time(cpu_tot)}") |
|
1342 | 1342 | print(f"Wall time: {_format_time(wall_time)}") |
|
1343 | 1343 | if tc > tc_min: |
|
1344 | 1344 | print(f"Compiler : {_format_time(tc)}") |
|
1345 | 1345 | if tp > tp_min: |
|
1346 | 1346 | print(f"Parser : {_format_time(tp)}") |
|
1347 | 1347 | return out |
|
1348 | 1348 | |
|
1349 | 1349 | @skip_doctest |
|
1350 | 1350 | @line_magic |
|
1351 | 1351 | def macro(self, parameter_s=''): |
|
1352 | 1352 | """Define a macro for future re-execution. It accepts ranges of history, |
|
1353 | 1353 | filenames or string objects. |
|
1354 | 1354 | |
|
1355 | 1355 | Usage:\\ |
|
1356 | 1356 | %macro [options] name n1-n2 n3-n4 ... n5 .. n6 ... |
|
1357 | 1357 | |
|
1358 | 1358 | Options: |
|
1359 | 1359 | |
|
1360 | 1360 | -r: use 'raw' input. By default, the 'processed' history is used, |
|
1361 | 1361 | so that magics are loaded in their transformed version to valid |
|
1362 | 1362 | Python. If this option is given, the raw input as typed at the |
|
1363 | 1363 | command line is used instead. |
|
1364 | 1364 | |
|
1365 | 1365 | -q: quiet macro definition. By default, a tag line is printed |
|
1366 | 1366 | to indicate the macro has been created, and then the contents of |
|
1367 | 1367 | the macro are printed. If this option is given, then no printout |
|
1368 | 1368 | is produced once the macro is created. |
|
1369 | 1369 | |
|
1370 | 1370 | This will define a global variable called `name` which is a string |
|
1371 | 1371 | made of joining the slices and lines you specify (n1,n2,... numbers |
|
1372 | 1372 | above) from your input history into a single string. This variable |
|
1373 | 1373 | acts like an automatic function which re-executes those lines as if |
|
1374 | 1374 | you had typed them. You just type 'name' at the prompt and the code |
|
1375 | 1375 | executes. |
|
1376 | 1376 | |
|
1377 | 1377 | The syntax for indicating input ranges is described in %history. |
|
1378 | 1378 | |
|
1379 | 1379 | Note: as a 'hidden' feature, you can also use traditional python slice |
|
1380 | 1380 | notation, where N:M means numbers N through M-1. |
|
1381 | 1381 | |
|
1382 | 1382 | For example, if your history contains (print using %hist -n ):: |
|
1383 | 1383 | |
|
1384 | 1384 | 44: x=1 |
|
1385 | 1385 | 45: y=3 |
|
1386 | 1386 | 46: z=x+y |
|
1387 | 1387 | 47: print x |
|
1388 | 1388 | 48: a=5 |
|
1389 | 1389 | 49: print 'x',x,'y',y |
|
1390 | 1390 | |
|
1391 | 1391 | you can create a macro with lines 44 through 47 (included) and line 49 |
|
1392 | 1392 | called my_macro with:: |
|
1393 | 1393 | |
|
1394 | 1394 | In [55]: %macro my_macro 44-47 49 |
|
1395 | 1395 | |
|
1396 | 1396 | Now, typing `my_macro` (without quotes) will re-execute all this code |
|
1397 | 1397 | in one pass. |
|
1398 | 1398 | |
|
1399 | 1399 | You don't need to give the line-numbers in order, and any given line |
|
1400 | 1400 | number can appear multiple times. You can assemble macros with any |
|
1401 | 1401 | lines from your input history in any order. |
|
1402 | 1402 | |
|
1403 | 1403 | The macro is a simple object which holds its value in an attribute, |
|
1404 | 1404 | but IPython's display system checks for macros and executes them as |
|
1405 | 1405 | code instead of printing them when you type their name. |
|
1406 | 1406 | |
|
1407 | 1407 | You can view a macro's contents by explicitly printing it with:: |
|
1408 | 1408 | |
|
1409 | 1409 | print macro_name |
|
1410 | 1410 | |
|
1411 | 1411 | """ |
|
1412 | 1412 | opts,args = self.parse_options(parameter_s,'rq',mode='list') |
|
1413 | 1413 | if not args: # List existing macros |
|
1414 | 1414 | return sorted(k for k,v in self.shell.user_ns.items() if isinstance(v, Macro)) |
|
1415 | 1415 | if len(args) == 1: |
|
1416 | 1416 | raise UsageError( |
|
1417 | 1417 | "%macro insufficient args; usage '%macro name n1-n2 n3-4...") |
|
1418 | 1418 | name, codefrom = args[0], " ".join(args[1:]) |
|
1419 | 1419 | |
|
1420 | 1420 | #print 'rng',ranges # dbg |
|
1421 | 1421 | try: |
|
1422 | 1422 | lines = self.shell.find_user_code(codefrom, 'r' in opts) |
|
1423 | 1423 | except (ValueError, TypeError) as e: |
|
1424 | 1424 | print(e.args[0]) |
|
1425 | 1425 | return |
|
1426 | 1426 | macro = Macro(lines) |
|
1427 | 1427 | self.shell.define_macro(name, macro) |
|
1428 | 1428 | if not ( 'q' in opts) : |
|
1429 | 1429 | print('Macro `%s` created. To execute, type its name (without quotes).' % name) |
|
1430 | 1430 | print('=== Macro contents: ===') |
|
1431 | 1431 | print(macro, end=' ') |
|
1432 | 1432 | |
|
1433 | 1433 | @magic_arguments.magic_arguments() |
|
1434 | 1434 | @magic_arguments.argument('output', type=str, default='', nargs='?', |
|
1435 | 1435 | help="""The name of the variable in which to store output. |
|
1436 | 1436 | This is a utils.io.CapturedIO object with stdout/err attributes |
|
1437 | 1437 | for the text of the captured output. |
|
1438 | 1438 | |
|
1439 | 1439 | CapturedOutput also has a show() method for displaying the output, |
|
1440 | 1440 | and __call__ as well, so you can use that to quickly display the |
|
1441 | 1441 | output. |
|
1442 | 1442 | |
|
1443 | 1443 | If unspecified, captured output is discarded. |
|
1444 | 1444 | """ |
|
1445 | 1445 | ) |
|
1446 | 1446 | @magic_arguments.argument('--no-stderr', action="store_true", |
|
1447 | 1447 | help="""Don't capture stderr.""" |
|
1448 | 1448 | ) |
|
1449 | 1449 | @magic_arguments.argument('--no-stdout', action="store_true", |
|
1450 | 1450 | help="""Don't capture stdout.""" |
|
1451 | 1451 | ) |
|
1452 | 1452 | @magic_arguments.argument('--no-display', action="store_true", |
|
1453 | 1453 | help="""Don't capture IPython's rich display.""" |
|
1454 | 1454 | ) |
|
1455 | 1455 | @cell_magic |
|
1456 | 1456 | def capture(self, line, cell): |
|
1457 | 1457 | """run the cell, capturing stdout, stderr, and IPython's rich display() calls.""" |
|
1458 | 1458 | args = magic_arguments.parse_argstring(self.capture, line) |
|
1459 | 1459 | out = not args.no_stdout |
|
1460 | 1460 | err = not args.no_stderr |
|
1461 | 1461 | disp = not args.no_display |
|
1462 | 1462 | with capture_output(out, err, disp) as io: |
|
1463 | 1463 | self.shell.run_cell(cell) |
|
1464 | 1464 | if args.output: |
|
1465 | 1465 | self.shell.user_ns[args.output] = io |
|
1466 | 1466 | |
|
1467 | 1467 | def parse_breakpoint(text, current_file): |
|
1468 | 1468 | '''Returns (file, line) for file:line and (current_file, line) for line''' |
|
1469 | 1469 | colon = text.find(':') |
|
1470 | 1470 | if colon == -1: |
|
1471 | 1471 | return current_file, int(text) |
|
1472 | 1472 | else: |
|
1473 | 1473 | return text[:colon], int(text[colon+1:]) |
|
1474 | 1474 | |
|
1475 | 1475 | def _format_time(timespan, precision=3): |
|
1476 | 1476 | """Formats the timespan in a human readable form""" |
|
1477 | 1477 | |
|
1478 | 1478 | if timespan >= 60.0: |
|
1479 | 1479 | # we have more than a minute, format that in a human readable form |
|
1480 | 1480 | # Idea from http://snipplr.com/view/5713/ |
|
1481 | 1481 | parts = [("d", 60*60*24),("h", 60*60),("min", 60), ("s", 1)] |
|
1482 | 1482 | time = [] |
|
1483 | 1483 | leftover = timespan |
|
1484 | 1484 | for suffix, length in parts: |
|
1485 | 1485 | value = int(leftover / length) |
|
1486 | 1486 | if value > 0: |
|
1487 | 1487 | leftover = leftover % length |
|
1488 | 1488 | time.append(u'%s%s' % (str(value), suffix)) |
|
1489 | 1489 | if leftover < 1: |
|
1490 | 1490 | break |
|
1491 | 1491 | return " ".join(time) |
|
1492 | 1492 | |
|
1493 | 1493 | |
|
1494 | 1494 | # Unfortunately the unicode 'micro' symbol can cause problems in |
|
1495 | 1495 | # certain terminals. |
|
1496 | 1496 | # See bug: https://bugs.launchpad.net/ipython/+bug/348466 |
|
1497 | 1497 | # Try to prevent crashes by being more secure than it needs to |
|
1498 | 1498 | # E.g. eclipse is able to print a µ, but has no sys.stdout.encoding set. |
|
1499 | 1499 | units = [u"s", u"ms",u'us',"ns"] # the save value |
|
1500 | 1500 | if hasattr(sys.stdout, 'encoding') and sys.stdout.encoding: |
|
1501 | 1501 | try: |
|
1502 | 1502 | u'\xb5'.encode(sys.stdout.encoding) |
|
1503 | 1503 | units = [u"s", u"ms",u'\xb5s',"ns"] |
|
1504 | 1504 | except: |
|
1505 | 1505 | pass |
|
1506 | 1506 | scaling = [1, 1e3, 1e6, 1e9] |
|
1507 | 1507 | |
|
1508 | 1508 | if timespan > 0.0: |
|
1509 | 1509 | order = min(-int(math.floor(math.log10(timespan)) // 3), 3) |
|
1510 | 1510 | else: |
|
1511 | 1511 | order = 3 |
|
1512 | 1512 | return u"%.*g %s" % (precision, timespan * scaling[order], units[order]) |
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