Mercurial > cpython-lru_cache-weakref
annotate Doc/tutorial/modules.rst @ 49955:878d40468c4e legacy-trunk
Issue #4384: Added logging integration with warnings module using captureWarnings(). This change includes a NullHandler which does nothing; it will be of use to library developers who want to avoid the "No handlers could be found for logger XXX" message which can appear if the library user doesn't configure logging.
| author | Vinay Sajip <vinay_sajip@yahoo.co.uk> |
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| date | Wed, 03 Dec 2008 23:22:58 +0000 |
| parents | fb14ff057c09 |
| children | ee9ced92843a |
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1 .. _tut-modules: |
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2 |
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3 ******* |
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4 Modules |
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5 ******* |
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6 |
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7 If you quit from the Python interpreter and enter it again, the definitions you |
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8 have made (functions and variables) are lost. Therefore, if you want to write a |
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9 somewhat longer program, you are better off using a text editor to prepare the |
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10 input for the interpreter and running it with that file as input instead. This |
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11 is known as creating a *script*. As your program gets longer, you may want to |
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12 split it into several files for easier maintenance. You may also want to use a |
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13 handy function that you've written in several programs without copying its |
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14 definition into each program. |
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15 |
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16 To support this, Python has a way to put definitions in a file and use them in a |
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17 script or in an interactive instance of the interpreter. Such a file is called a |
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18 *module*; definitions from a module can be *imported* into other modules or into |
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19 the *main* module (the collection of variables that you have access to in a |
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20 script executed at the top level and in calculator mode). |
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21 |
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22 A module is a file containing Python definitions and statements. The file name |
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23 is the module name with the suffix :file:`.py` appended. Within a module, the |
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24 module's name (as a string) is available as the value of the global variable |
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25 ``__name__``. For instance, use your favorite text editor to create a file |
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26 called :file:`fibo.py` in the current directory with the following contents:: |
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27 |
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28 # Fibonacci numbers module |
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29 |
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30 def fib(n): # write Fibonacci series up to n |
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31 a, b = 0, 1 |
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32 while b < n: |
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33 print b, |
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34 a, b = b, a+b |
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35 |
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36 def fib2(n): # return Fibonacci series up to n |
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37 result = [] |
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38 a, b = 0, 1 |
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39 while b < n: |
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40 result.append(b) |
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41 a, b = b, a+b |
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42 return result |
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43 |
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44 Now enter the Python interpreter and import this module with the following |
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45 command:: |
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46 |
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47 >>> import fibo |
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48 |
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49 This does not enter the names of the functions defined in ``fibo`` directly in |
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50 the current symbol table; it only enters the module name ``fibo`` there. Using |
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51 the module name you can access the functions:: |
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52 |
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53 >>> fibo.fib(1000) |
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54 1 1 2 3 5 8 13 21 34 55 89 144 233 377 610 987 |
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55 >>> fibo.fib2(100) |
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56 [1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89] |
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57 >>> fibo.__name__ |
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58 'fibo' |
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59 |
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60 If you intend to use a function often you can assign it to a local name:: |
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61 |
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62 >>> fib = fibo.fib |
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63 >>> fib(500) |
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64 1 1 2 3 5 8 13 21 34 55 89 144 233 377 |
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65 |
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66 |
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67 .. _tut-moremodules: |
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68 |
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69 More on Modules |
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70 =============== |
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71 |
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72 A module can contain executable statements as well as function definitions. |
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73 These statements are intended to initialize the module. They are executed only |
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74 the *first* time the module is imported somewhere. [#]_ |
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75 |
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76 Each module has its own private symbol table, which is used as the global symbol |
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77 table by all functions defined in the module. Thus, the author of a module can |
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78 use global variables in the module without worrying about accidental clashes |
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79 with a user's global variables. On the other hand, if you know what you are |
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80 doing you can touch a module's global variables with the same notation used to |
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81 refer to its functions, ``modname.itemname``. |
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82 |
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83 Modules can import other modules. It is customary but not required to place all |
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84 :keyword:`import` statements at the beginning of a module (or script, for that |
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85 matter). The imported module names are placed in the importing module's global |
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86 symbol table. |
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87 |
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88 There is a variant of the :keyword:`import` statement that imports names from a |
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89 module directly into the importing module's symbol table. For example:: |
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90 |
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91 >>> from fibo import fib, fib2 |
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92 >>> fib(500) |
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93 1 1 2 3 5 8 13 21 34 55 89 144 233 377 |
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94 |
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95 This does not introduce the module name from which the imports are taken in the |
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96 local symbol table (so in the example, ``fibo`` is not defined). |
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97 |
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98 There is even a variant to import all names that a module defines:: |
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99 |
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100 >>> from fibo import * |
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101 >>> fib(500) |
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102 1 1 2 3 5 8 13 21 34 55 89 144 233 377 |
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103 |
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104 This imports all names except those beginning with an underscore (``_``). |
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105 |
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106 .. note:: |
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107 |
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108 For efficiency reasons, each module is only imported once per interpreter |
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109 session. Therefore, if you change your modules, you must restart the |
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110 interpreter -- or, if it's just one module you want to test interactively, |
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111 use :func:`reload`, e.g. ``reload(modulename)``. |
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112 |
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113 |
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114 .. _tut-modulesasscripts: |
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115 |
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116 Executing modules as scripts |
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117 ---------------------------- |
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118 |
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119 When you run a Python module with :: |
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120 |
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121 python fibo.py <arguments> |
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122 |
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123 the code in the module will be executed, just as if you imported it, but with |
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124 the ``__name__`` set to ``"__main__"``. That means that by adding this code at |
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125 the end of your module:: |
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126 |
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127 if __name__ == "__main__": |
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128 import sys |
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129 fib(int(sys.argv[1])) |
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130 |
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131 you can make the file usable as a script as well as an importable module, |
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132 because the code that parses the command line only runs if the module is |
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133 executed as the "main" file:: |
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134 |
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135 $ python fibo.py 50 |
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136 1 1 2 3 5 8 13 21 34 |
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137 |
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138 If the module is imported, the code is not run:: |
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139 |
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140 >>> import fibo |
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141 >>> |
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142 |
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143 This is often used either to provide a convenient user interface to a module, or |
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144 for testing purposes (running the module as a script executes a test suite). |
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145 |
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146 |
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147 .. _tut-searchpath: |
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148 |
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149 The Module Search Path |
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150 ---------------------- |
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151 |
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152 .. index:: triple: module; search; path |
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153 |
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154 When a module named :mod:`spam` is imported, the interpreter searches for a file |
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155 named :file:`spam.py` in the current directory, and then in the list of |
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156 directories specified by the environment variable :envvar:`PYTHONPATH`. This |
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157 has the same syntax as the shell variable :envvar:`PATH`, that is, a list of |
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158 directory names. When :envvar:`PYTHONPATH` is not set, or when the file is not |
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159 found there, the search continues in an installation-dependent default path; on |
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160 Unix, this is usually :file:`.:/usr/local/lib/python`. |
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161 |
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162 Actually, modules are searched in the list of directories given by the variable |
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163 ``sys.path`` which is initialized from the directory containing the input script |
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164 (or the current directory), :envvar:`PYTHONPATH` and the installation- dependent |
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165 default. This allows Python programs that know what they're doing to modify or |
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166 replace the module search path. Note that because the directory containing the |
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167 script being run is on the search path, it is important that the script not have |
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168 the same name as a standard module, or Python will attempt to load the script as |
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169 a module when that module is imported. This will generally be an error. See |
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170 section :ref:`tut-standardmodules` for more information. |
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171 |
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172 |
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173 "Compiled" Python files |
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174 ----------------------- |
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175 |
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176 As an important speed-up of the start-up time for short programs that use a lot |
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177 of standard modules, if a file called :file:`spam.pyc` exists in the directory |
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178 where :file:`spam.py` is found, this is assumed to contain an |
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179 already-"byte-compiled" version of the module :mod:`spam`. The modification time |
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180 of the version of :file:`spam.py` used to create :file:`spam.pyc` is recorded in |
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181 :file:`spam.pyc`, and the :file:`.pyc` file is ignored if these don't match. |
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182 |
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183 Normally, you don't need to do anything to create the :file:`spam.pyc` file. |
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184 Whenever :file:`spam.py` is successfully compiled, an attempt is made to write |
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185 the compiled version to :file:`spam.pyc`. It is not an error if this attempt |
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186 fails; if for any reason the file is not written completely, the resulting |
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187 :file:`spam.pyc` file will be recognized as invalid and thus ignored later. The |
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188 contents of the :file:`spam.pyc` file are platform independent, so a Python |
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189 module directory can be shared by machines of different architectures. |
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190 |
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191 Some tips for experts: |
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192 |
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193 * When the Python interpreter is invoked with the :option:`-O` flag, optimized |
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194 code is generated and stored in :file:`.pyo` files. The optimizer currently |
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195 doesn't help much; it only removes :keyword:`assert` statements. When |
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196 :option:`-O` is used, *all* :term:`bytecode` is optimized; ``.pyc`` files are |
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197 ignored and ``.py`` files are compiled to optimized bytecode. |
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198 |
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199 * Passing two :option:`-O` flags to the Python interpreter (:option:`-OO`) will |
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200 cause the bytecode compiler to perform optimizations that could in some rare |
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201 cases result in malfunctioning programs. Currently only ``__doc__`` strings are |
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202 removed from the bytecode, resulting in more compact :file:`.pyo` files. Since |
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203 some programs may rely on having these available, you should only use this |
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204 option if you know what you're doing. |
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205 |
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206 * A program doesn't run any faster when it is read from a :file:`.pyc` or |
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207 :file:`.pyo` file than when it is read from a :file:`.py` file; the only thing |
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208 that's faster about :file:`.pyc` or :file:`.pyo` files is the speed with which |
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209 they are loaded. |
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210 |
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211 * When a script is run by giving its name on the command line, the bytecode for |
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212 the script is never written to a :file:`.pyc` or :file:`.pyo` file. Thus, the |
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213 startup time of a script may be reduced by moving most of its code to a module |
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214 and having a small bootstrap script that imports that module. It is also |
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215 possible to name a :file:`.pyc` or :file:`.pyo` file directly on the command |
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216 line. |
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217 |
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218 * It is possible to have a file called :file:`spam.pyc` (or :file:`spam.pyo` |
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219 when :option:`-O` is used) without a file :file:`spam.py` for the same module. |
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220 This can be used to distribute a library of Python code in a form that is |
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221 moderately hard to reverse engineer. |
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222 |
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223 .. index:: module: compileall |
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224 |
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225 * The module :mod:`compileall` can create :file:`.pyc` files (or :file:`.pyo` |
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226 files when :option:`-O` is used) for all modules in a directory. |
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227 |
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228 |
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229 .. _tut-standardmodules: |
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230 |
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231 Standard Modules |
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232 ================ |
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233 |
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234 .. index:: module: sys |
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235 |
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236 Python comes with a library of standard modules, described in a separate |
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237 document, the Python Library Reference ("Library Reference" hereafter). Some |
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238 modules are built into the interpreter; these provide access to operations that |
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239 are not part of the core of the language but are nevertheless built in, either |
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240 for efficiency or to provide access to operating system primitives such as |
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241 system calls. The set of such modules is a configuration option which also |
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242 depends on the underlying platform For example, the :mod:`winreg` module is only |
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243 provided on Windows systems. One particular module deserves some attention: |
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244 :mod:`sys`, which is built into every Python interpreter. The variables |
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245 ``sys.ps1`` and ``sys.ps2`` define the strings used as primary and secondary |
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246 prompts:: |
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247 |
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248 >>> import sys |
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249 >>> sys.ps1 |
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250 '>>> ' |
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251 >>> sys.ps2 |
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252 '... ' |
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253 >>> sys.ps1 = 'C> ' |
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254 C> print 'Yuck!' |
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255 Yuck! |
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256 C> |
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257 |
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258 |
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259 These two variables are only defined if the interpreter is in interactive mode. |
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260 |
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261 The variable ``sys.path`` is a list of strings that determines the interpreter's |
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262 search path for modules. It is initialized to a default path taken from the |
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263 environment variable :envvar:`PYTHONPATH`, or from a built-in default if |
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264 :envvar:`PYTHONPATH` is not set. You can modify it using standard list |
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265 operations:: |
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266 |
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267 >>> import sys |
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268 >>> sys.path.append('/ufs/guido/lib/python') |
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269 |
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270 |
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271 .. _tut-dir: |
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272 |
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273 The :func:`dir` Function |
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274 ======================== |
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275 |
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276 The built-in function :func:`dir` is used to find out which names a module |
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277 defines. It returns a sorted list of strings:: |
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278 |
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279 >>> import fibo, sys |
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280 >>> dir(fibo) |
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281 ['__name__', 'fib', 'fib2'] |
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282 >>> dir(sys) |
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283 ['__displayhook__', '__doc__', '__excepthook__', '__name__', '__stderr__', |
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284 '__stdin__', '__stdout__', '_getframe', 'api_version', 'argv', |
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285 'builtin_module_names', 'byteorder', 'callstats', 'copyright', |
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286 'displayhook', 'exc_clear', 'exc_info', 'exc_type', 'excepthook', |
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287 'exec_prefix', 'executable', 'exit', 'getdefaultencoding', 'getdlopenflags', |
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288 'getrecursionlimit', 'getrefcount', 'hexversion', 'maxint', 'maxunicode', |
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289 'meta_path', 'modules', 'path', 'path_hooks', 'path_importer_cache', |
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290 'platform', 'prefix', 'ps1', 'ps2', 'setcheckinterval', 'setdlopenflags', |
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291 'setprofile', 'setrecursionlimit', 'settrace', 'stderr', 'stdin', 'stdout', |
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292 'version', 'version_info', 'warnoptions'] |
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293 |
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294 Without arguments, :func:`dir` lists the names you have defined currently:: |
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295 |
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296 >>> a = [1, 2, 3, 4, 5] |
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297 >>> import fibo |
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298 >>> fib = fibo.fib |
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299 >>> dir() |
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300 ['__builtins__', '__doc__', '__file__', '__name__', 'a', 'fib', 'fibo', 'sys'] |
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301 |
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302 Note that it lists all types of names: variables, modules, functions, etc. |
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303 |
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304 .. index:: module: __builtin__ |
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305 |
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306 :func:`dir` does not list the names of built-in functions and variables. If you |
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307 want a list of those, they are defined in the standard module |
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308 :mod:`__builtin__`:: |
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309 |
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310 >>> import __builtin__ |
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311 >>> dir(__builtin__) |
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312 ['ArithmeticError', 'AssertionError', 'AttributeError', 'DeprecationWarning', |
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313 'EOFError', 'Ellipsis', 'EnvironmentError', 'Exception', 'False', |
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314 'FloatingPointError', 'FutureWarning', 'IOError', 'ImportError', |
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315 'IndentationError', 'IndexError', 'KeyError', 'KeyboardInterrupt', |
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316 'LookupError', 'MemoryError', 'NameError', 'None', 'NotImplemented', |
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317 'NotImplementedError', 'OSError', 'OverflowError', |
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318 'PendingDeprecationWarning', 'ReferenceError', 'RuntimeError', |
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319 'RuntimeWarning', 'StandardError', 'StopIteration', 'SyntaxError', |
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320 'SyntaxWarning', 'SystemError', 'SystemExit', 'TabError', 'True', |
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321 'TypeError', 'UnboundLocalError', 'UnicodeDecodeError', |
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322 'UnicodeEncodeError', 'UnicodeError', 'UnicodeTranslateError', |
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323 'UserWarning', 'ValueError', 'Warning', 'WindowsError', |
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324 'ZeroDivisionError', '_', '__debug__', '__doc__', '__import__', |
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325 '__name__', 'abs', 'apply', 'basestring', 'bool', 'buffer', |
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326 'callable', 'chr', 'classmethod', 'cmp', 'coerce', 'compile', |
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327 'complex', 'copyright', 'credits', 'delattr', 'dict', 'dir', 'divmod', |
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328 'enumerate', 'eval', 'execfile', 'exit', 'file', 'filter', 'float', |
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329 'frozenset', 'getattr', 'globals', 'hasattr', 'hash', 'help', 'hex', |
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330 'id', 'input', 'int', 'intern', 'isinstance', 'issubclass', 'iter', |
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331 'len', 'license', 'list', 'locals', 'long', 'map', 'max', 'min', |
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332 'object', 'oct', 'open', 'ord', 'pow', 'property', 'quit', 'range', |
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333 'raw_input', 'reduce', 'reload', 'repr', 'reversed', 'round', 'set', |
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334 'setattr', 'slice', 'sorted', 'staticmethod', 'str', 'sum', 'super', |
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335 'tuple', 'type', 'unichr', 'unicode', 'vars', 'xrange', 'zip'] |
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336 |
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337 |
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338 .. _tut-packages: |
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339 |
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340 Packages |
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341 ======== |
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342 |
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343 Packages are a way of structuring Python's module namespace by using "dotted |
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344 module names". For example, the module name :mod:`A.B` designates a submodule |
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345 named ``B`` in a package named ``A``. Just like the use of modules saves the |
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346 authors of different modules from having to worry about each other's global |
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347 variable names, the use of dotted module names saves the authors of multi-module |
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348 packages like NumPy or the Python Imaging Library from having to worry about |
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349 each other's module names. |
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350 |
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351 Suppose you want to design a collection of modules (a "package") for the uniform |
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352 handling of sound files and sound data. There are many different sound file |
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353 formats (usually recognized by their extension, for example: :file:`.wav`, |
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354 :file:`.aiff`, :file:`.au`), so you may need to create and maintain a growing |
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355 collection of modules for the conversion between the various file formats. |
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356 There are also many different operations you might want to perform on sound data |
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357 (such as mixing, adding echo, applying an equalizer function, creating an |
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358 artificial stereo effect), so in addition you will be writing a never-ending |
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359 stream of modules to perform these operations. Here's a possible structure for |
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360 your package (expressed in terms of a hierarchical filesystem):: |
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361 |
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362 sound/ Top-level package |
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363 __init__.py Initialize the sound package |
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364 formats/ Subpackage for file format conversions |
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365 __init__.py |
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366 wavread.py |
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367 wavwrite.py |
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368 aiffread.py |
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369 aiffwrite.py |
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370 auread.py |
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371 auwrite.py |
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372 ... |
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373 effects/ Subpackage for sound effects |
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374 __init__.py |
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375 echo.py |
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376 surround.py |
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377 reverse.py |
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378 ... |
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379 filters/ Subpackage for filters |
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380 __init__.py |
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381 equalizer.py |
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382 vocoder.py |
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383 karaoke.py |
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384 ... |
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385 |
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386 When importing the package, Python searches through the directories on |
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387 ``sys.path`` looking for the package subdirectory. |
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388 |
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389 The :file:`__init__.py` files are required to make Python treat the directories |
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390 as containing packages; this is done to prevent directories with a common name, |
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391 such as ``string``, from unintentionally hiding valid modules that occur later |
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392 on the module search path. In the simplest case, :file:`__init__.py` can just be |
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393 an empty file, but it can also execute initialization code for the package or |
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394 set the ``__all__`` variable, described later. |
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395 |
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396 Users of the package can import individual modules from the package, for |
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397 example:: |
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398 |
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399 import sound.effects.echo |
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400 |
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401 This loads the submodule :mod:`sound.effects.echo`. It must be referenced with |
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402 its full name. :: |
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403 |
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404 sound.effects.echo.echofilter(input, output, delay=0.7, atten=4) |
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405 |
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406 An alternative way of importing the submodule is:: |
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407 |
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408 from sound.effects import echo |
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409 |
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410 This also loads the submodule :mod:`echo`, and makes it available without its |
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411 package prefix, so it can be used as follows:: |
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412 |
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413 echo.echofilter(input, output, delay=0.7, atten=4) |
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414 |
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415 Yet another variation is to import the desired function or variable directly:: |
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416 |
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417 from sound.effects.echo import echofilter |
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418 |
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419 Again, this loads the submodule :mod:`echo`, but this makes its function |
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420 :func:`echofilter` directly available:: |
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421 |
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422 echofilter(input, output, delay=0.7, atten=4) |
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423 |
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424 Note that when using ``from package import item``, the item can be either a |
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425 submodule (or subpackage) of the package, or some other name defined in the |
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426 package, like a function, class or variable. The ``import`` statement first |
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427 tests whether the item is defined in the package; if not, it assumes it is a |
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428 module and attempts to load it. If it fails to find it, an :exc:`ImportError` |
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429 exception is raised. |
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430 |
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431 Contrarily, when using syntax like ``import item.subitem.subsubitem``, each item |
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432 except for the last must be a package; the last item can be a module or a |
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433 package but can't be a class or function or variable defined in the previous |
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434 item. |
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435 |
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436 |
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437 .. _tut-pkg-import-star: |
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438 |
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439 Importing \* From a Package |
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440 --------------------------- |
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441 |
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442 .. index:: single: __all__ |
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443 |
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444 Now what happens when the user writes ``from sound.effects import *``? Ideally, |
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445 one would hope that this somehow goes out to the filesystem, finds which |
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446 submodules are present in the package, and imports them all. Unfortunately, |
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447 this operation does not work very well on Windows platforms, where the |
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448 filesystem does not always have accurate information about the case of a |
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449 filename! On these platforms, there is no guaranteed way to know whether a file |
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450 :file:`ECHO.PY` should be imported as a module :mod:`echo`, :mod:`Echo` or |
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451 :mod:`ECHO`. (For example, Windows 95 has the annoying practice of showing all |
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452 file names with a capitalized first letter.) The DOS 8+3 filename restriction |
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453 adds another interesting problem for long module names. |
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454 |
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455 The only solution is for the package author to provide an explicit index of the |
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456 package. The import statement uses the following convention: if a package's |
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457 :file:`__init__.py` code defines a list named ``__all__``, it is taken to be the |
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458 list of module names that should be imported when ``from package import *`` is |
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459 encountered. It is up to the package author to keep this list up-to-date when a |
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460 new version of the package is released. Package authors may also decide not to |
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461 support it, if they don't see a use for importing \* from their package. For |
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462 example, the file :file:`sounds/effects/__init__.py` could contain the following |
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463 code:: |
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464 |
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465 __all__ = ["echo", "surround", "reverse"] |
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466 |
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467 This would mean that ``from sound.effects import *`` would import the three |
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468 named submodules of the :mod:`sound` package. |
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469 |
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470 If ``__all__`` is not defined, the statement ``from sound.effects import *`` |
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471 does *not* import all submodules from the package :mod:`sound.effects` into the |
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472 current namespace; it only ensures that the package :mod:`sound.effects` has |
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473 been imported (possibly running any initialization code in :file:`__init__.py`) |
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474 and then imports whatever names are defined in the package. This includes any |
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475 names defined (and submodules explicitly loaded) by :file:`__init__.py`. It |
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476 also includes any submodules of the package that were explicitly loaded by |
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477 previous import statements. Consider this code:: |
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478 |
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479 import sound.effects.echo |
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480 import sound.effects.surround |
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481 from sound.effects import * |
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482 |
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483 In this example, the echo and surround modules are imported in the current |
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484 namespace because they are defined in the :mod:`sound.effects` package when the |
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485 ``from...import`` statement is executed. (This also works when ``__all__`` is |
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486 defined.) |
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487 |
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488 Note that in general the practice of importing ``*`` from a module or package is |
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489 frowned upon, since it often causes poorly readable code. However, it is okay to |
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490 use it to save typing in interactive sessions, and certain modules are designed |
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491 to export only names that follow certain patterns. |
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492 |
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493 Remember, there is nothing wrong with using ``from Package import |
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494 specific_submodule``! In fact, this is the recommended notation unless the |
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495 importing module needs to use submodules with the same name from different |
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496 packages. |
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497 |
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498 |
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499 Intra-package References |
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500 ------------------------ |
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501 |
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502 The submodules often need to refer to each other. For example, the |
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503 :mod:`surround` module might use the :mod:`echo` module. In fact, such |
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504 references are so common that the :keyword:`import` statement first looks in the |
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505 containing package before looking in the standard module search path. Thus, the |
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506 :mod:`surround` module can simply use ``import echo`` or ``from echo import |
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507 echofilter``. If the imported module is not found in the current package (the |
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508 package of which the current module is a submodule), the :keyword:`import` |
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509 statement looks for a top-level module with the given name. |
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510 |
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511 When packages are structured into subpackages (as with the :mod:`sound` package |
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512 in the example), you can use absolute imports to refer to submodules of siblings |
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513 packages. For example, if the module :mod:`sound.filters.vocoder` needs to use |
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514 the :mod:`echo` module in the :mod:`sound.effects` package, it can use ``from |
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515 sound.effects import echo``. |
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516 |
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517 Starting with Python 2.5, in addition to the implicit relative imports described |
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518 above, you can write explicit relative imports with the ``from module import |
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519 name`` form of import statement. These explicit relative imports use leading |
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520 dots to indicate the current and parent packages involved in the relative |
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521 import. From the :mod:`surround` module for example, you might use:: |
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522 |
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523 from . import echo |
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524 from .. import formats |
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525 from ..filters import equalizer |
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526 |
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527 Note that both explicit and implicit relative imports are based on the name of |
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528 the current module. Since the name of the main module is always ``"__main__"``, |
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529 modules intended for use as the main module of a Python application should |
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530 always use absolute imports. |
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531 |
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532 |
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533 Packages in Multiple Directories |
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534 -------------------------------- |
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535 |
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536 Packages support one more special attribute, :attr:`__path__`. This is |
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537 initialized to be a list containing the name of the directory holding the |
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538 package's :file:`__init__.py` before the code in that file is executed. This |
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539 variable can be modified; doing so affects future searches for modules and |
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540 subpackages contained in the package. |
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541 |
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542 While this feature is not often needed, it can be used to extend the set of |
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543 modules found in a package. |
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544 |
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545 |
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546 .. rubric:: Footnotes |
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547 |
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548 .. [#] In fact function definitions are also 'statements' that are 'executed'; the |
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549 execution enters the function name in the module's global symbol table. |
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550 |
