annotate Doc/tutorial/classes.rst @ 44825:ef859cd754a7 legacy-trunk

Fixed a wrong assumption in configure.in and Include/pyport.h. The is finite function is not called isfinite() but finite(). Sorry, my fault. :)
author Christian Heimes <christian@cheimes.de>
date Sun, 20 Jan 2008 14:28:28 +0000
parents 3625234bf3d2
children 15746bf4a0a6
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
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1 .. _tut-classes:
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3 *******
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4 Classes
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5 *******
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6
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7 Python's class mechanism adds classes to the language with a minimum of new
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8 syntax and semantics. It is a mixture of the class mechanisms found in C++ and
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9 Modula-3. As is true for modules, classes in Python do not put an absolute
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10 barrier between definition and user, but rather rely on the politeness of the
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11 user not to "break into the definition." The most important features of classes
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12 are retained with full power, however: the class inheritance mechanism allows
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13 multiple base classes, a derived class can override any methods of its base
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14 class or classes, and a method can call the method of a base class with the same
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15 name. Objects can contain an arbitrary amount of private data.
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16
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17 In C++ terminology, all class members (including the data members) are *public*,
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18 and all member functions are *virtual*. There are no special constructors or
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19 destructors. As in Modula-3, there are no shorthands for referencing the
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20 object's members from its methods: the method function is declared with an
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21 explicit first argument representing the object, which is provided implicitly by
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22 the call. As in Smalltalk, classes themselves are objects, albeit in the wider
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23 sense of the word: in Python, all data types are objects. This provides
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24 semantics for importing and renaming. Unlike C++ and Modula-3, built-in types
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25 can be used as base classes for extension by the user. Also, like in C++ but
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26 unlike in Modula-3, most built-in operators with special syntax (arithmetic
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27 operators, subscripting etc.) can be redefined for class instances.
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28
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30 .. _tut-terminology:
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31
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32 A Word About Terminology
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33 ========================
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34
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35 Lacking universally accepted terminology to talk about classes, I will make
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36 occasional use of Smalltalk and C++ terms. (I would use Modula-3 terms, since
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37 its object-oriented semantics are closer to those of Python than C++, but I
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38 expect that few readers have heard of it.)
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39
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40 Objects have individuality, and multiple names (in multiple scopes) can be bound
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41 to the same object. This is known as aliasing in other languages. This is
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42 usually not appreciated on a first glance at Python, and can be safely ignored
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43 when dealing with immutable basic types (numbers, strings, tuples). However,
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44 aliasing has an (intended!) effect on the semantics of Python code involving
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45 mutable objects such as lists, dictionaries, and most types representing
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46 entities outside the program (files, windows, etc.). This is usually used to
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47 the benefit of the program, since aliases behave like pointers in some respects.
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48 For example, passing an object is cheap since only a pointer is passed by the
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49 implementation; and if a function modifies an object passed as an argument, the
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50 caller will see the change --- this eliminates the need for two different
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51 argument passing mechanisms as in Pascal.
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54 .. _tut-scopes:
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55
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56 Python Scopes and Name Spaces
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57 =============================
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58
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59 Before introducing classes, I first have to tell you something about Python's
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60 scope rules. Class definitions play some neat tricks with namespaces, and you
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61 need to know how scopes and namespaces work to fully understand what's going on.
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62 Incidentally, knowledge about this subject is useful for any advanced Python
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63 programmer.
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64
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65 Let's begin with some definitions.
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66
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67 A *namespace* is a mapping from names to objects. Most namespaces are currently
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68 implemented as Python dictionaries, but that's normally not noticeable in any
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69 way (except for performance), and it may change in the future. Examples of
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70 namespaces are: the set of built-in names (functions such as :func:`abs`, and
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71 built-in exception names); the global names in a module; and the local names in
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72 a function invocation. In a sense the set of attributes of an object also form
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73 a namespace. The important thing to know about namespaces is that there is
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74 absolutely no relation between names in different namespaces; for instance, two
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75 different modules may both define a function "maximize" without confusion ---
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76 users of the modules must prefix it with the module name.
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77
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78 By the way, I use the word *attribute* for any name following a dot --- for
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79 example, in the expression ``z.real``, ``real`` is an attribute of the object
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80 ``z``. Strictly speaking, references to names in modules are attribute
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81 references: in the expression ``modname.funcname``, ``modname`` is a module
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82 object and ``funcname`` is an attribute of it. In this case there happens to be
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83 a straightforward mapping between the module's attributes and the global names
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84 defined in the module: they share the same namespace! [#]_
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85
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86 Attributes may be read-only or writable. In the latter case, assignment to
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87 attributes is possible. Module attributes are writable: you can write
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88 ``modname.the_answer = 42``. Writable attributes may also be deleted with the
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89 :keyword:`del` statement. For example, ``del modname.the_answer`` will remove
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90 the attribute :attr:`the_answer` from the object named by ``modname``.
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91
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92 Name spaces are created at different moments and have different lifetimes. The
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93 namespace containing the built-in names is created when the Python interpreter
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94 starts up, and is never deleted. The global namespace for a module is created
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95 when the module definition is read in; normally, module namespaces also last
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96 until the interpreter quits. The statements executed by the top-level
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97 invocation of the interpreter, either read from a script file or interactively,
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98 are considered part of a module called :mod:`__main__`, so they have their own
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99 global namespace. (The built-in names actually also live in a module; this is
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100 called :mod:`__builtin__`.)
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101
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102 The local namespace for a function is created when the function is called, and
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103 deleted when the function returns or raises an exception that is not handled
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104 within the function. (Actually, forgetting would be a better way to describe
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105 what actually happens.) Of course, recursive invocations each have their own
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106 local namespace.
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107
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108 A *scope* is a textual region of a Python program where a namespace is directly
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109 accessible. "Directly accessible" here means that an unqualified reference to a
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110 name attempts to find the name in the namespace.
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111
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112 Although scopes are determined statically, they are used dynamically. At any
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113 time during execution, there are at least three nested scopes whose namespaces
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114 are directly accessible: the innermost scope, which is searched first, contains
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115 the local names; the namespaces of any enclosing functions, which are searched
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116 starting with the nearest enclosing scope; the middle scope, searched next,
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117 contains the current module's global names; and the outermost scope (searched
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118 last) is the namespace containing built-in names.
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119
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120 If a name is declared global, then all references and assignments go directly to
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121 the middle scope containing the module's global names. Otherwise, all variables
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122 found outside of the innermost scope are read-only (an attempt to write to such
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123 a variable will simply create a *new* local variable in the innermost scope,
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124 leaving the identically named outer variable unchanged).
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125
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126 Usually, the local scope references the local names of the (textually) current
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127 function. Outside functions, the local scope references the same namespace as
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128 the global scope: the module's namespace. Class definitions place yet another
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129 namespace in the local scope.
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130
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131 It is important to realize that scopes are determined textually: the global
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132 scope of a function defined in a module is that module's namespace, no matter
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133 from where or by what alias the function is called. On the other hand, the
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134 actual search for names is done dynamically, at run time --- however, the
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135 language definition is evolving towards static name resolution, at "compile"
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136 time, so don't rely on dynamic name resolution! (In fact, local variables are
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137 already determined statically.)
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138
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139 A special quirk of Python is that assignments always go into the innermost
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parents:
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140 scope. Assignments do not copy data --- they just bind names to objects. The
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Georg Brandl <georg@python.org>
parents:
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141 same is true for deletions: the statement ``del x`` removes the binding of ``x``
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Georg Brandl <georg@python.org>
parents:
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142 from the namespace referenced by the local scope. In fact, all operations that
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Georg Brandl <georg@python.org>
parents:
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143 introduce new names use the local scope: in particular, import statements and
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Georg Brandl <georg@python.org>
parents:
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144 function definitions bind the module or function name in the local scope. (The
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Georg Brandl <georg@python.org>
parents:
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145 :keyword:`global` statement can be used to indicate that particular variables
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Georg Brandl <georg@python.org>
parents:
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146 live in the global scope.)
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Georg Brandl <georg@python.org>
parents:
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147
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Georg Brandl <georg@python.org>
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148
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Georg Brandl <georg@python.org>
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149 .. _tut-firstclasses:
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Georg Brandl <georg@python.org>
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150
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Georg Brandl <georg@python.org>
parents:
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151 A First Look at Classes
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Georg Brandl <georg@python.org>
parents:
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152 =======================
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Georg Brandl <georg@python.org>
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153
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Georg Brandl <georg@python.org>
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154 Classes introduce a little bit of new syntax, three new object types, and some
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Georg Brandl <georg@python.org>
parents:
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155 new semantics.
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Georg Brandl <georg@python.org>
parents:
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156
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Georg Brandl <georg@python.org>
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157
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Georg Brandl <georg@python.org>
parents:
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158 .. _tut-classdefinition:
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Georg Brandl <georg@python.org>
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159
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Georg Brandl <georg@python.org>
parents:
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160 Class Definition Syntax
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Georg Brandl <georg@python.org>
parents:
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161 -----------------------
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Georg Brandl <georg@python.org>
parents:
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162
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Georg Brandl <georg@python.org>
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163 The simplest form of class definition looks like this::
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Georg Brandl <georg@python.org>
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164
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Georg Brandl <georg@python.org>
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165 class ClassName:
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Georg Brandl <georg@python.org>
parents:
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166 <statement-1>
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Georg Brandl <georg@python.org>
parents:
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167 .
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Georg Brandl <georg@python.org>
parents:
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168 .
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Georg Brandl <georg@python.org>
parents:
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169 .
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Georg Brandl <georg@python.org>
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170 <statement-N>
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Georg Brandl <georg@python.org>
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171
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Georg Brandl <georg@python.org>
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172 Class definitions, like function definitions (:keyword:`def` statements) must be
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Georg Brandl <georg@python.org>
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173 executed before they have any effect. (You could conceivably place a class
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Georg Brandl <georg@python.org>
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174 definition in a branch of an :keyword:`if` statement, or inside a function.)
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Georg Brandl <georg@python.org>
parents:
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175
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Georg Brandl <georg@python.org>
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176 In practice, the statements inside a class definition will usually be function
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Georg Brandl <georg@python.org>
parents:
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177 definitions, but other statements are allowed, and sometimes useful --- we'll
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Georg Brandl <georg@python.org>
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178 come back to this later. The function definitions inside a class normally have
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Georg Brandl <georg@python.org>
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179 a peculiar form of argument list, dictated by the calling conventions for
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Georg Brandl <georg@python.org>
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180 methods --- again, this is explained later.
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Georg Brandl <georg@python.org>
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181
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Georg Brandl <georg@python.org>
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182 When a class definition is entered, a new namespace is created, and used as the
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Georg Brandl <georg@python.org>
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183 local scope --- thus, all assignments to local variables go into this new
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Georg Brandl <georg@python.org>
parents:
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184 namespace. In particular, function definitions bind the name of the new
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Georg Brandl <georg@python.org>
parents:
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185 function here.
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Georg Brandl <georg@python.org>
parents:
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186
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Georg Brandl <georg@python.org>
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187 When a class definition is left normally (via the end), a *class object* is
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Georg Brandl <georg@python.org>
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188 created. This is basically a wrapper around the contents of the namespace
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Georg Brandl <georg@python.org>
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189 created by the class definition; we'll learn more about class objects in the
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Georg Brandl <georg@python.org>
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190 next section. The original local scope (the one in effect just before the class
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Georg Brandl <georg@python.org>
parents:
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191 definition was entered) is reinstated, and the class object is bound here to the
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Georg Brandl <georg@python.org>
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192 class name given in the class definition header (:class:`ClassName` in the
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Georg Brandl <georg@python.org>
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193 example).
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Georg Brandl <georg@python.org>
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194
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Georg Brandl <georg@python.org>
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195
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Georg Brandl <georg@python.org>
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196 .. _tut-classobjects:
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Georg Brandl <georg@python.org>
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197
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Georg Brandl <georg@python.org>
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198 Class Objects
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Georg Brandl <georg@python.org>
parents:
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199 -------------
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Georg Brandl <georg@python.org>
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200
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Georg Brandl <georg@python.org>
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201 Class objects support two kinds of operations: attribute references and
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Georg Brandl <georg@python.org>
parents:
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202 instantiation.
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Georg Brandl <georg@python.org>
parents:
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203
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Georg Brandl <georg@python.org>
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204 *Attribute references* use the standard syntax used for all attribute references
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Georg Brandl <georg@python.org>
parents:
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205 in Python: ``obj.name``. Valid attribute names are all the names that were in
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Georg Brandl <georg@python.org>
parents:
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206 the class's namespace when the class object was created. So, if the class
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Georg Brandl <georg@python.org>
parents:
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207 definition looked like this::
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Georg Brandl <georg@python.org>
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208
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Georg Brandl <georg@python.org>
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209 class MyClass:
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Georg Brandl <georg@python.org>
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210 "A simple example class"
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Georg Brandl <georg@python.org>
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211 i = 12345
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Georg Brandl <georg@python.org>
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212 def f(self):
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Georg Brandl <georg@python.org>
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213 return 'hello world'
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Georg Brandl <georg@python.org>
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214
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Georg Brandl <georg@python.org>
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215 then ``MyClass.i`` and ``MyClass.f`` are valid attribute references, returning
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Georg Brandl <georg@python.org>
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216 an integer and a function object, respectively. Class attributes can also be
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Georg Brandl <georg@python.org>
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217 assigned to, so you can change the value of ``MyClass.i`` by assignment.
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Georg Brandl <georg@python.org>
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218 :attr:`__doc__` is also a valid attribute, returning the docstring belonging to
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Georg Brandl <georg@python.org>
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219 the class: ``"A simple example class"``.
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Georg Brandl <georg@python.org>
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220
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Georg Brandl <georg@python.org>
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221 Class *instantiation* uses function notation. Just pretend that the class
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Georg Brandl <georg@python.org>
parents:
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222 object is a parameterless function that returns a new instance of the class.
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Georg Brandl <georg@python.org>
parents:
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223 For example (assuming the above class)::
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Georg Brandl <georg@python.org>
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224
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Georg Brandl <georg@python.org>
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225 x = MyClass()
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Georg Brandl <georg@python.org>
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226
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Georg Brandl <georg@python.org>
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227 creates a new *instance* of the class and assigns this object to the local
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Georg Brandl <georg@python.org>
parents:
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228 variable ``x``.
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Georg Brandl <georg@python.org>
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229
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Georg Brandl <georg@python.org>
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230 The instantiation operation ("calling" a class object) creates an empty object.
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Georg Brandl <georg@python.org>
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231 Many classes like to create objects with instances customized to a specific
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Georg Brandl <georg@python.org>
parents:
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232 initial state. Therefore a class may define a special method named
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Georg Brandl <georg@python.org>
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233 :meth:`__init__`, like this::
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Georg Brandl <georg@python.org>
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234
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Georg Brandl <georg@python.org>
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235 def __init__(self):
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Georg Brandl <georg@python.org>
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236 self.data = []
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Georg Brandl <georg@python.org>
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237
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Georg Brandl <georg@python.org>
parents:
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238 When a class defines an :meth:`__init__` method, class instantiation
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Georg Brandl <georg@python.org>
parents:
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239 automatically invokes :meth:`__init__` for the newly-created class instance. So
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Georg Brandl <georg@python.org>
parents:
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240 in this example, a new, initialized instance can be obtained by::
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Georg Brandl <georg@python.org>
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241
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Georg Brandl <georg@python.org>
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242 x = MyClass()
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Georg Brandl <georg@python.org>
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243
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Georg Brandl <georg@python.org>
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244 Of course, the :meth:`__init__` method may have arguments for greater
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Georg Brandl <georg@python.org>
parents:
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245 flexibility. In that case, arguments given to the class instantiation operator
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Georg Brandl <georg@python.org>
parents:
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246 are passed on to :meth:`__init__`. For example, ::
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Georg Brandl <georg@python.org>
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247
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Georg Brandl <georg@python.org>
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248 >>> class Complex:
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Georg Brandl <georg@python.org>
parents:
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249 ... def __init__(self, realpart, imagpart):
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Georg Brandl <georg@python.org>
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250 ... self.r = realpart
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Georg Brandl <georg@python.org>
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251 ... self.i = imagpart
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Georg Brandl <georg@python.org>
parents:
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252 ...
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Georg Brandl <georg@python.org>
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253 >>> x = Complex(3.0, -4.5)
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Georg Brandl <georg@python.org>
parents:
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254 >>> x.r, x.i
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Georg Brandl <georg@python.org>
parents:
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255 (3.0, -4.5)
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Georg Brandl <georg@python.org>
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256
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Georg Brandl <georg@python.org>
parents:
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257
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Georg Brandl <georg@python.org>
parents:
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258 .. _tut-instanceobjects:
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Georg Brandl <georg@python.org>
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259
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Georg Brandl <georg@python.org>
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260 Instance Objects
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Georg Brandl <georg@python.org>
parents:
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261 ----------------
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Georg Brandl <georg@python.org>
parents:
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262
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Georg Brandl <georg@python.org>
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263 Now what can we do with instance objects? The only operations understood by
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Georg Brandl <georg@python.org>
parents:
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264 instance objects are attribute references. There are two kinds of valid
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Georg Brandl <georg@python.org>
parents:
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265 attribute names, data attributes and methods.
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Georg Brandl <georg@python.org>
parents:
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266
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Georg Brandl <georg@python.org>
parents:
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267 *data attributes* correspond to "instance variables" in Smalltalk, and to "data
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Georg Brandl <georg@python.org>
parents:
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268 members" in C++. Data attributes need not be declared; like local variables,
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Georg Brandl <georg@python.org>
parents:
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269 they spring into existence when they are first assigned to. For example, if
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Georg Brandl <georg@python.org>
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270 ``x`` is the instance of :class:`MyClass` created above, the following piece of
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Georg Brandl <georg@python.org>
parents:
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271 code will print the value ``16``, without leaving a trace::
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Georg Brandl <georg@python.org>
parents:
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272
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Georg Brandl <georg@python.org>
parents:
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273 x.counter = 1
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Georg Brandl <georg@python.org>
parents:
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274 while x.counter < 10:
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Georg Brandl <georg@python.org>
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275 x.counter = x.counter * 2
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Georg Brandl <georg@python.org>
parents:
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276 print x.counter
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Georg Brandl <georg@python.org>
parents:
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277 del x.counter
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Georg Brandl <georg@python.org>
parents:
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278
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Georg Brandl <georg@python.org>
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279 The other kind of instance attribute reference is a *method*. A method is a
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Georg Brandl <georg@python.org>
parents:
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280 function that "belongs to" an object. (In Python, the term method is not unique
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Georg Brandl <georg@python.org>
parents:
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281 to class instances: other object types can have methods as well. For example,
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Georg Brandl <georg@python.org>
parents:
diff changeset
282 list objects have methods called append, insert, remove, sort, and so on.
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Georg Brandl <georg@python.org>
parents:
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283 However, in the following discussion, we'll use the term method exclusively to
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Georg Brandl <georg@python.org>
parents:
diff changeset
284 mean methods of class instance objects, unless explicitly stated otherwise.)
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Georg Brandl <georg@python.org>
parents:
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285
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Georg Brandl <georg@python.org>
parents:
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286 .. index:: object: method
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Georg Brandl <georg@python.org>
parents:
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287
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Georg Brandl <georg@python.org>
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288 Valid method names of an instance object depend on its class. By definition,
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Georg Brandl <georg@python.org>
parents:
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289 all attributes of a class that are function objects define corresponding
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Georg Brandl <georg@python.org>
parents:
diff changeset
290 methods of its instances. So in our example, ``x.f`` is a valid method
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Georg Brandl <georg@python.org>
parents:
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291 reference, since ``MyClass.f`` is a function, but ``x.i`` is not, since
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Georg Brandl <georg@python.org>
parents:
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292 ``MyClass.i`` is not. But ``x.f`` is not the same thing as ``MyClass.f`` --- it
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Georg Brandl <georg@python.org>
parents:
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293 is a *method object*, not a function object.
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Georg Brandl <georg@python.org>
parents:
diff changeset
294
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Georg Brandl <georg@python.org>
parents:
diff changeset
295
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Georg Brandl <georg@python.org>
parents:
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296 .. _tut-methodobjects:
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Georg Brandl <georg@python.org>
parents:
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297
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Georg Brandl <georg@python.org>
parents:
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298 Method Objects
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Georg Brandl <georg@python.org>
parents:
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299 --------------
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Georg Brandl <georg@python.org>
parents:
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300
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Georg Brandl <georg@python.org>
parents:
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301 Usually, a method is called right after it is bound::
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Georg Brandl <georg@python.org>
parents:
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302
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Georg Brandl <georg@python.org>
parents:
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303 x.f()
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Georg Brandl <georg@python.org>
parents:
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304
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Georg Brandl <georg@python.org>
parents:
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305 In the :class:`MyClass` example, this will return the string ``'hello world'``.
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Georg Brandl <georg@python.org>
parents:
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306 However, it is not necessary to call a method right away: ``x.f`` is a method
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Georg Brandl <georg@python.org>
parents:
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307 object, and can be stored away and called at a later time. For example::
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Georg Brandl <georg@python.org>
parents:
diff changeset
308
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Georg Brandl <georg@python.org>
parents:
diff changeset
309 xf = x.f
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Georg Brandl <georg@python.org>
parents:
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310 while True:
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Georg Brandl <georg@python.org>
parents:
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311 print xf()
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Georg Brandl <georg@python.org>
parents:
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312
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Georg Brandl <georg@python.org>
parents:
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313 will continue to print ``hello world`` until the end of time.
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Georg Brandl <georg@python.org>
parents:
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314
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Georg Brandl <georg@python.org>
parents:
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315 What exactly happens when a method is called? You may have noticed that
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Georg Brandl <georg@python.org>
parents:
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316 ``x.f()`` was called without an argument above, even though the function
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Georg Brandl <georg@python.org>
parents:
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317 definition for :meth:`f` specified an argument. What happened to the argument?
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Georg Brandl <georg@python.org>
parents:
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318 Surely Python raises an exception when a function that requires an argument is
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Georg Brandl <georg@python.org>
parents:
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319 called without any --- even if the argument isn't actually used...
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Georg Brandl <georg@python.org>
parents:
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320
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Georg Brandl <georg@python.org>
parents:
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321 Actually, you may have guessed the answer: the special thing about methods is
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Georg Brandl <georg@python.org>
parents:
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322 that the object is passed as the first argument of the function. In our
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Georg Brandl <georg@python.org>
parents:
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323 example, the call ``x.f()`` is exactly equivalent to ``MyClass.f(x)``. In
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Georg Brandl <georg@python.org>
parents:
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324 general, calling a method with a list of *n* arguments is equivalent to calling
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Georg Brandl <georg@python.org>
parents:
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325 the corresponding function with an argument list that is created by inserting
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Georg Brandl <georg@python.org>
parents:
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326 the method's object before the first argument.
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Georg Brandl <georg@python.org>
parents:
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327
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Georg Brandl <georg@python.org>
parents:
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328 If you still don't understand how methods work, a look at the implementation can
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Georg Brandl <georg@python.org>
parents:
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329 perhaps clarify matters. When an instance attribute is referenced that isn't a
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Georg Brandl <georg@python.org>
parents:
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330 data attribute, its class is searched. If the name denotes a valid class
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Georg Brandl <georg@python.org>
parents:
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331 attribute that is a function object, a method object is created by packing
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Georg Brandl <georg@python.org>
parents:
diff changeset
332 (pointers to) the instance object and the function object just found together in
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Georg Brandl <georg@python.org>
parents:
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333 an abstract object: this is the method object. When the method object is called
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Georg Brandl <georg@python.org>
parents:
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334 with an argument list, it is unpacked again, a new argument list is constructed
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Georg Brandl <georg@python.org>
parents:
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335 from the instance object and the original argument list, and the function object
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Georg Brandl <georg@python.org>
parents:
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336 is called with this new argument list.
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Georg Brandl <georg@python.org>
parents:
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337
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Georg Brandl <georg@python.org>
parents:
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338
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Georg Brandl <georg@python.org>
parents:
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339 .. _tut-remarks:
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Georg Brandl <georg@python.org>
parents:
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340
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Georg Brandl <georg@python.org>
parents:
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341 Random Remarks
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Georg Brandl <georg@python.org>
parents:
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342 ==============
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Georg Brandl <georg@python.org>
parents:
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343
44383
3625234bf3d2 Some cleanup in the docs.
Georg Brandl <georg@python.org>
parents: 43631
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344 .. These should perhaps be placed more carefully...
42603
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Georg Brandl <georg@python.org>
parents:
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345
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Georg Brandl <georg@python.org>
parents:
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346 Data attributes override method attributes with the same name; to avoid
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Georg Brandl <georg@python.org>
parents:
diff changeset
347 accidental name conflicts, which may cause hard-to-find bugs in large programs,
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Georg Brandl <georg@python.org>
parents:
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348 it is wise to use some kind of convention that minimizes the chance of
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Georg Brandl <georg@python.org>
parents:
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349 conflicts. Possible conventions include capitalizing method names, prefixing
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Georg Brandl <georg@python.org>
parents:
diff changeset
350 data attribute names with a small unique string (perhaps just an underscore), or
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Georg Brandl <georg@python.org>
parents:
diff changeset
351 using verbs for methods and nouns for data attributes.
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Georg Brandl <georg@python.org>
parents:
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352
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Georg Brandl <georg@python.org>
parents:
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353 Data attributes may be referenced by methods as well as by ordinary users
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Georg Brandl <georg@python.org>
parents:
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354 ("clients") of an object. In other words, classes are not usable to implement
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Georg Brandl <georg@python.org>
parents:
diff changeset
355 pure abstract data types. In fact, nothing in Python makes it possible to
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Georg Brandl <georg@python.org>
parents:
diff changeset
356 enforce data hiding --- it is all based upon convention. (On the other hand,
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Georg Brandl <georg@python.org>
parents:
diff changeset
357 the Python implementation, written in C, can completely hide implementation
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Georg Brandl <georg@python.org>
parents:
diff changeset
358 details and control access to an object if necessary; this can be used by
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Georg Brandl <georg@python.org>
parents:
diff changeset
359 extensions to Python written in C.)
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Georg Brandl <georg@python.org>
parents:
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360
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Georg Brandl <georg@python.org>
parents:
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361 Clients should use data attributes with care --- clients may mess up invariants
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Georg Brandl <georg@python.org>
parents:
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362 maintained by the methods by stamping on their data attributes. Note that
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Georg Brandl <georg@python.org>
parents:
diff changeset
363 clients may add data attributes of their own to an instance object without
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Georg Brandl <georg@python.org>
parents:
diff changeset
364 affecting the validity of the methods, as long as name conflicts are avoided ---
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Georg Brandl <georg@python.org>
parents:
diff changeset
365 again, a naming convention can save a lot of headaches here.
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Georg Brandl <georg@python.org>
parents:
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366
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Georg Brandl <georg@python.org>
parents:
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367 There is no shorthand for referencing data attributes (or other methods!) from
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Georg Brandl <georg@python.org>
parents:
diff changeset
368 within methods. I find that this actually increases the readability of methods:
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Georg Brandl <georg@python.org>
parents:
diff changeset
369 there is no chance of confusing local variables and instance variables when
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Georg Brandl <georg@python.org>
parents:
diff changeset
370 glancing through a method.
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Georg Brandl <georg@python.org>
parents:
diff changeset
371
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Georg Brandl <georg@python.org>
parents:
diff changeset
372 Often, the first argument of a method is called ``self``. This is nothing more
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Georg Brandl <georg@python.org>
parents:
diff changeset
373 than a convention: the name ``self`` has absolutely no special meaning to
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Georg Brandl <georg@python.org>
parents:
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374 Python. (Note, however, that by not following the convention your code may be
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Georg Brandl <georg@python.org>
parents:
diff changeset
375 less readable to other Python programmers, and it is also conceivable that a
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Georg Brandl <georg@python.org>
parents:
diff changeset
376 *class browser* program might be written that relies upon such a convention.)
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Georg Brandl <georg@python.org>
parents:
diff changeset
377
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Georg Brandl <georg@python.org>
parents:
diff changeset
378 Any function object that is a class attribute defines a method for instances of
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Georg Brandl <georg@python.org>
parents:
diff changeset
379 that class. It is not necessary that the function definition is textually
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Georg Brandl <georg@python.org>
parents:
diff changeset
380 enclosed in the class definition: assigning a function object to a local
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Georg Brandl <georg@python.org>
parents:
diff changeset
381 variable in the class is also ok. For example::
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Georg Brandl <georg@python.org>
parents:
diff changeset
382
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Georg Brandl <georg@python.org>
parents:
diff changeset
383 # Function defined outside the class
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Georg Brandl <georg@python.org>
parents:
diff changeset
384 def f1(self, x, y):
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Georg Brandl <georg@python.org>
parents:
diff changeset
385 return min(x, x+y)
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Georg Brandl <georg@python.org>
parents:
diff changeset
386
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Georg Brandl <georg@python.org>
parents:
diff changeset
387 class C:
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Georg Brandl <georg@python.org>
parents:
diff changeset
388 f = f1
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Georg Brandl <georg@python.org>
parents:
diff changeset
389 def g(self):
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Georg Brandl <georg@python.org>
parents:
diff changeset
390 return 'hello world'
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Georg Brandl <georg@python.org>
parents:
diff changeset
391 h = g
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Georg Brandl <georg@python.org>
parents:
diff changeset
392
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Georg Brandl <georg@python.org>
parents:
diff changeset
393 Now ``f``, ``g`` and ``h`` are all attributes of class :class:`C` that refer to
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Georg Brandl <georg@python.org>
parents:
diff changeset
394 function objects, and consequently they are all methods of instances of
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Georg Brandl <georg@python.org>
parents:
diff changeset
395 :class:`C` --- ``h`` being exactly equivalent to ``g``. Note that this practice
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Georg Brandl <georg@python.org>
parents:
diff changeset
396 usually only serves to confuse the reader of a program.
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Georg Brandl <georg@python.org>
parents:
diff changeset
397
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Georg Brandl <georg@python.org>
parents:
diff changeset
398 Methods may call other methods by using method attributes of the ``self``
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Georg Brandl <georg@python.org>
parents:
diff changeset
399 argument::
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Georg Brandl <georg@python.org>
parents:
diff changeset
400
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Georg Brandl <georg@python.org>
parents:
diff changeset
401 class Bag:
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Georg Brandl <georg@python.org>
parents:
diff changeset
402 def __init__(self):
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Georg Brandl <georg@python.org>
parents:
diff changeset
403 self.data = []
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Georg Brandl <georg@python.org>
parents:
diff changeset
404 def add(self, x):
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Georg Brandl <georg@python.org>
parents:
diff changeset
405 self.data.append(x)
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Georg Brandl <georg@python.org>
parents:
diff changeset
406 def addtwice(self, x):
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Georg Brandl <georg@python.org>
parents:
diff changeset
407 self.add(x)
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Georg Brandl <georg@python.org>
parents:
diff changeset
408 self.add(x)
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Georg Brandl <georg@python.org>
parents:
diff changeset
409
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Georg Brandl <georg@python.org>
parents:
diff changeset
410 Methods may reference global names in the same way as ordinary functions. The
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Georg Brandl <georg@python.org>
parents:
diff changeset
411 global scope associated with a method is the module containing the class
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Georg Brandl <georg@python.org>
parents:
diff changeset
412 definition. (The class itself is never used as a global scope!) While one
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Georg Brandl <georg@python.org>
parents:
diff changeset
413 rarely encounters a good reason for using global data in a method, there are
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Georg Brandl <georg@python.org>
parents:
diff changeset
414 many legitimate uses of the global scope: for one thing, functions and modules
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Georg Brandl <georg@python.org>
parents:
diff changeset
415 imported into the global scope can be used by methods, as well as functions and
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Georg Brandl <georg@python.org>
parents:
diff changeset
416 classes defined in it. Usually, the class containing the method is itself
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Georg Brandl <georg@python.org>
parents:
diff changeset
417 defined in this global scope, and in the next section we'll find some good
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Georg Brandl <georg@python.org>
parents:
diff changeset
418 reasons why a method would want to reference its own class!
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Georg Brandl <georg@python.org>
parents:
diff changeset
419
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Georg Brandl <georg@python.org>
parents:
diff changeset
420
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Georg Brandl <georg@python.org>
parents:
diff changeset
421 .. _tut-inheritance:
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Georg Brandl <georg@python.org>
parents:
diff changeset
422
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Georg Brandl <georg@python.org>
parents:
diff changeset
423 Inheritance
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Georg Brandl <georg@python.org>
parents:
diff changeset
424 ===========
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Georg Brandl <georg@python.org>
parents:
diff changeset
425
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Georg Brandl <georg@python.org>
parents:
diff changeset
426 Of course, a language feature would not be worthy of the name "class" without
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Georg Brandl <georg@python.org>
parents:
diff changeset
427 supporting inheritance. The syntax for a derived class definition looks like
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Georg Brandl <georg@python.org>
parents:
diff changeset
428 this::
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Georg Brandl <georg@python.org>
parents:
diff changeset
429
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Georg Brandl <georg@python.org>
parents:
diff changeset
430 class DerivedClassName(BaseClassName):
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Georg Brandl <georg@python.org>
parents:
diff changeset
431 <statement-1>
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Georg Brandl <georg@python.org>
parents:
diff changeset
432 .
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Georg Brandl <georg@python.org>
parents:
diff changeset
433 .
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Georg Brandl <georg@python.org>
parents:
diff changeset
434 .
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Georg Brandl <georg@python.org>
parents:
diff changeset
435 <statement-N>
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Georg Brandl <georg@python.org>
parents:
diff changeset
436
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Georg Brandl <georg@python.org>
parents:
diff changeset
437 The name :class:`BaseClassName` must be defined in a scope containing the
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Georg Brandl <georg@python.org>
parents:
diff changeset
438 derived class definition. In place of a base class name, other arbitrary
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Georg Brandl <georg@python.org>
parents:
diff changeset
439 expressions are also allowed. This can be useful, for example, when the base
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
440 class is defined in another module::
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
441
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
442 class DerivedClassName(modname.BaseClassName):
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
443
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
444 Execution of a derived class definition proceeds the same as for a base class.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
445 When the class object is constructed, the base class is remembered. This is
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
446 used for resolving attribute references: if a requested attribute is not found
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
447 in the class, the search proceeds to look in the base class. This rule is
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
448 applied recursively if the base class itself is derived from some other class.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
449
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
450 There's nothing special about instantiation of derived classes:
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
451 ``DerivedClassName()`` creates a new instance of the class. Method references
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
452 are resolved as follows: the corresponding class attribute is searched,
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
453 descending down the chain of base classes if necessary, and the method reference
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
454 is valid if this yields a function object.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
455
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
456 Derived classes may override methods of their base classes. Because methods
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
457 have no special privileges when calling other methods of the same object, a
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
458 method of a base class that calls another method defined in the same base class
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
459 may end up calling a method of a derived class that overrides it. (For C++
44383
3625234bf3d2 Some cleanup in the docs.
Georg Brandl <georg@python.org>
parents: 43631
diff changeset
460 programmers: all methods in Python are effectively ``virtual``.)
42603
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
461
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
462 An overriding method in a derived class may in fact want to extend rather than
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
463 simply replace the base class method of the same name. There is a simple way to
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
464 call the base class method directly: just call ``BaseClassName.methodname(self,
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
465 arguments)``. This is occasionally useful to clients as well. (Note that this
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
466 only works if the base class is defined or imported directly in the global
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
467 scope.)
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
468
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
469
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
470 .. _tut-multiple:
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
471
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
472 Multiple Inheritance
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
473 --------------------
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
474
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
475 Python supports a limited form of multiple inheritance as well. A class
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
476 definition with multiple base classes looks like this::
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
477
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
478 class DerivedClassName(Base1, Base2, Base3):
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
479 <statement-1>
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
480 .
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
481 .
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
482 .
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
483 <statement-N>
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
484
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
485 For old-style classes, the only rule is depth-first, left-to-right. Thus, if an
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
486 attribute is not found in :class:`DerivedClassName`, it is searched in
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
487 :class:`Base1`, then (recursively) in the base classes of :class:`Base1`, and
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
488 only if it is not found there, it is searched in :class:`Base2`, and so on.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
489
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
490 (To some people breadth first --- searching :class:`Base2` and :class:`Base3`
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
491 before the base classes of :class:`Base1` --- looks more natural. However, this
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
492 would require you to know whether a particular attribute of :class:`Base1` is
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
493 actually defined in :class:`Base1` or in one of its base classes before you can
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
494 figure out the consequences of a name conflict with an attribute of
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
495 :class:`Base2`. The depth-first rule makes no differences between direct and
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
496 inherited attributes of :class:`Base1`.)
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
497
43631
03056365a1b6 Add :term:s for "new-style class".
Georg Brandl <georg@python.org>
parents: 43629
diff changeset
498 For :term:`new-style class`\es, the method resolution order changes dynamically
03056365a1b6 Add :term:s for "new-style class".
Georg Brandl <georg@python.org>
parents: 43629
diff changeset
499 to support cooperative calls to :func:`super`. This approach is known in some
42603
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
500 other multiple-inheritance languages as call-next-method and is more powerful
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
501 than the super call found in single-inheritance languages.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
502
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
503 With new-style classes, dynamic ordering is necessary because all cases of
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
504 multiple inheritance exhibit one or more diamond relationships (where one at
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
505 least one of the parent classes can be accessed through multiple paths from the
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
506 bottommost class). For example, all new-style classes inherit from
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
507 :class:`object`, so any case of multiple inheritance provides more than one path
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
508 to reach :class:`object`. To keep the base classes from being accessed more
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
509 than once, the dynamic algorithm linearizes the search order in a way that
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
510 preserves the left-to-right ordering specified in each class, that calls each
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
511 parent only once, and that is monotonic (meaning that a class can be subclassed
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
512 without affecting the precedence order of its parents). Taken together, these
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
513 properties make it possible to design reliable and extensible classes with
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
514 multiple inheritance. For more detail, see
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
515 http://www.python.org/download/releases/2.3/mro/.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
516
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
517
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
518 .. _tut-private:
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
519
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
520 Private Variables
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
521 =================
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
522
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
523 There is limited support for class-private identifiers. Any identifier of the
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
524 form ``__spam`` (at least two leading underscores, at most one trailing
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
525 underscore) is textually replaced with ``_classname__spam``, where ``classname``
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
526 is the current class name with leading underscore(s) stripped. This mangling is
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
527 done without regard to the syntactic position of the identifier, so it can be
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
528 used to define class-private instance and class variables, methods, variables
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
529 stored in globals, and even variables stored in instances. private to this class
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
530 on instances of *other* classes. Truncation may occur when the mangled name
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
531 would be longer than 255 characters. Outside classes, or when the class name
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
532 consists of only underscores, no mangling occurs.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
533
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
534 Name mangling is intended to give classes an easy way to define "private"
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
535 instance variables and methods, without having to worry about instance variables
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
536 defined by derived classes, or mucking with instance variables by code outside
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
537 the class. Note that the mangling rules are designed mostly to avoid accidents;
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
538 it still is possible for a determined soul to access or modify a variable that
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
539 is considered private. This can even be useful in special circumstances, such
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
540 as in the debugger, and that's one reason why this loophole is not closed.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
541 (Buglet: derivation of a class with the same name as the base class makes use of
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
542 private variables of the base class possible.)
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
543
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
544 Notice that code passed to ``exec``, ``eval()`` or ``execfile()`` does not
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
545 consider the classname of the invoking class to be the current class; this is
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
546 similar to the effect of the ``global`` statement, the effect of which is
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
547 likewise restricted to code that is byte-compiled together. The same
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
548 restriction applies to ``getattr()``, ``setattr()`` and ``delattr()``, as well
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
549 as when referencing ``__dict__`` directly.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
550
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
551
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
552 .. _tut-odds:
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
553
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
554 Odds and Ends
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
555 =============
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
556
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
557 Sometimes it is useful to have a data type similar to the Pascal "record" or C
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
558 "struct", bundling together a few named data items. An empty class definition
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
559 will do nicely::
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
560
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
561 class Employee:
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
562 pass
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
563
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
564 john = Employee() # Create an empty employee record
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
565
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
566 # Fill the fields of the record
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
567 john.name = 'John Doe'
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
568 john.dept = 'computer lab'
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
569 john.salary = 1000
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
570
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
571 A piece of Python code that expects a particular abstract data type can often be
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
572 passed a class that emulates the methods of that data type instead. For
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
573 instance, if you have a function that formats some data from a file object, you
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
574 can define a class with methods :meth:`read` and :meth:`readline` that get the
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
575 data from a string buffer instead, and pass it as an argument.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
576
44383
3625234bf3d2 Some cleanup in the docs.
Georg Brandl <georg@python.org>
parents: 43631
diff changeset
577 .. (Unfortunately, this technique has its limitations: a class can't define
3625234bf3d2 Some cleanup in the docs.
Georg Brandl <georg@python.org>
parents: 43631
diff changeset
578 operations that are accessed by special syntax such as sequence subscripting
3625234bf3d2 Some cleanup in the docs.
Georg Brandl <georg@python.org>
parents: 43631
diff changeset
579 or arithmetic operators, and assigning such a "pseudo-file" to sys.stdin will
3625234bf3d2 Some cleanup in the docs.
Georg Brandl <georg@python.org>
parents: 43631
diff changeset
580 not cause the interpreter to read further input from it.)
42603
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
581
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
582 Instance method objects have attributes, too: ``m.im_self`` is the instance
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
583 object with the method :meth:`m`, and ``m.im_func`` is the function object
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
584 corresponding to the method.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
585
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
586
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
587 .. _tut-exceptionclasses:
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
588
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Georg Brandl <georg@python.org>
parents:
diff changeset
589 Exceptions Are Classes Too
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
590 ==========================
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
591
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
592 User-defined exceptions are identified by classes as well. Using this mechanism
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
593 it is possible to create extensible hierarchies of exceptions.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
594
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
595 There are two new valid (semantic) forms for the raise statement::
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
596
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
597 raise Class, instance
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
598
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
599 raise instance
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
600
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Georg Brandl <georg@python.org>
parents:
diff changeset
601 In the first form, ``instance`` must be an instance of :class:`Class` or of a
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
602 class derived from it. The second form is a shorthand for::
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
603
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
604 raise instance.__class__, instance
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
605
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Georg Brandl <georg@python.org>
parents:
diff changeset
606 A class in an except clause is compatible with an exception if it is the same
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
607 class or a base class thereof (but not the other way around --- an except clause
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
608 listing a derived class is not compatible with a base class). For example, the
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
609 following code will print B, C, D in that order::
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
610
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
611 class B:
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
612 pass
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
613 class C(B):
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
614 pass
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
615 class D(C):
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
616 pass
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
617
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
618 for c in [B, C, D]:
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
619 try:
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
620 raise c()
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
621 except D:
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
622 print "D"
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
623 except C:
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
624 print "C"
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
625 except B:
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
626 print "B"
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
627
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
628 Note that if the except clauses were reversed (with ``except B`` first), it
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
629 would have printed B, B, B --- the first matching except clause is triggered.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
630
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
631 When an error message is printed for an unhandled exception, the exception's
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
632 class name is printed, then a colon and a space, and finally the instance
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
633 converted to a string using the built-in function :func:`str`.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
634
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
635
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
636 .. _tut-iterators:
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
637
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
638 Iterators
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
639 =========
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
640
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
641 By now you have probably noticed that most container objects can be looped over
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
642 using a :keyword:`for` statement::
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
643
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
644 for element in [1, 2, 3]:
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
645 print element
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
646 for element in (1, 2, 3):
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
647 print element
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
648 for key in {'one':1, 'two':2}:
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
649 print key
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
650 for char in "123":
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
651 print char
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
652 for line in open("myfile.txt"):
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
653 print line
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
654
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
655 This style of access is clear, concise, and convenient. The use of iterators
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
656 pervades and unifies Python. Behind the scenes, the :keyword:`for` statement
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
657 calls :func:`iter` on the container object. The function returns an iterator
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
658 object that defines the method :meth:`next` which accesses elements in the
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
659 container one at a time. When there are no more elements, :meth:`next` raises a
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
660 :exc:`StopIteration` exception which tells the :keyword:`for` loop to terminate.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
661 This example shows how it all works::
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
662
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
663 >>> s = 'abc'
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
664 >>> it = iter(s)
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
665 >>> it
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
666 <iterator object at 0x00A1DB50>
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
667 >>> it.next()
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
668 'a'
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
669 >>> it.next()
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
670 'b'
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
671 >>> it.next()
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
672 'c'
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
673 >>> it.next()
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
674
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
675 Traceback (most recent call last):
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
676 File "<stdin>", line 1, in ?
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
677 it.next()
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
678 StopIteration
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
679
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
680 Having seen the mechanics behind the iterator protocol, it is easy to add
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
681 iterator behavior to your classes. Define a :meth:`__iter__` method which
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
682 returns an object with a :meth:`next` method. If the class defines
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
683 :meth:`next`, then :meth:`__iter__` can just return ``self``::
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
684
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
685 class Reverse:
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
686 "Iterator for looping over a sequence backwards"
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
687 def __init__(self, data):
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
688 self.data = data
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
689 self.index = len(data)
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
690 def __iter__(self):
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
691 return self
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
692 def next(self):
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
693 if self.index == 0:
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
694 raise StopIteration
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
695 self.index = self.index - 1
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
696 return self.data[self.index]
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
697
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
698 >>> for char in Reverse('spam'):
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
699 ... print char
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
700 ...
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
701 m
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
702 a
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
703 p
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
704 s
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
705
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
706
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
707 .. _tut-generators:
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
708
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
709 Generators
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
710 ==========
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
711
43629
4f662ba09f1f Add :term: for generators.
Georg Brandl <georg@python.org>
parents: 42603
diff changeset
712 :term:`Generator`\s are a simple and powerful tool for creating iterators. They
4f662ba09f1f Add :term: for generators.
Georg Brandl <georg@python.org>
parents: 42603
diff changeset
713 are written like regular functions but use the :keyword:`yield` statement
4f662ba09f1f Add :term: for generators.
Georg Brandl <georg@python.org>
parents: 42603
diff changeset
714 whenever they want to return data. Each time :meth:`next` is called, the
4f662ba09f1f Add :term: for generators.
Georg Brandl <georg@python.org>
parents: 42603
diff changeset
715 generator resumes where it left-off (it remembers all the data values and which
4f662ba09f1f Add :term: for generators.
Georg Brandl <georg@python.org>
parents: 42603
diff changeset
716 statement was last executed). An example shows that generators can be trivially
4f662ba09f1f Add :term: for generators.
Georg Brandl <georg@python.org>
parents: 42603
diff changeset
717 easy to create::
42603
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
718
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
719 def reverse(data):
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
720 for index in range(len(data)-1, -1, -1):
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
721 yield data[index]
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
722
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
723 >>> for char in reverse('golf'):
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
724 ... print char
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
725 ...
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
726 f
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
727 l
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
728 o
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
729 g
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
730
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
731 Anything that can be done with generators can also be done with class based
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
732 iterators as described in the previous section. What makes generators so
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
733 compact is that the :meth:`__iter__` and :meth:`next` methods are created
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
734 automatically.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
735
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
736 Another key feature is that the local variables and execution state are
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
737 automatically saved between calls. This made the function easier to write and
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
738 much more clear than an approach using instance variables like ``self.index``
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
739 and ``self.data``.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
740
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
741 In addition to automatic method creation and saving program state, when
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
742 generators terminate, they automatically raise :exc:`StopIteration`. In
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
743 combination, these features make it easy to create iterators with no more effort
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
744 than writing a regular function.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
745
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
746
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
747 .. _tut-genexps:
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
748
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
749 Generator Expressions
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
750 =====================
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Georg Brandl <georg@python.org>
parents:
diff changeset
751
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
752 Some simple generators can be coded succinctly as expressions using a syntax
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
753 similar to list comprehensions but with parentheses instead of brackets. These
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
754 expressions are designed for situations where the generator is used right away
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
755 by an enclosing function. Generator expressions are more compact but less
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
756 versatile than full generator definitions and tend to be more memory friendly
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
757 than equivalent list comprehensions.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
758
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
759 Examples::
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
760
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
761 >>> sum(i*i for i in range(10)) # sum of squares
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
762 285
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
763
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
764 >>> xvec = [10, 20, 30]
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
765 >>> yvec = [7, 5, 3]
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
766 >>> sum(x*y for x,y in zip(xvec, yvec)) # dot product
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
767 260
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
768
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
769 >>> from math import pi, sin
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
770 >>> sine_table = dict((x, sin(x*pi/180)) for x in range(0, 91))
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
771
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
772 >>> unique_words = set(word for line in page for word in line.split())
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
773
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
774 >>> valedictorian = max((student.gpa, student.name) for student in graduates)
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
775
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
776 >>> data = 'golf'
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Georg Brandl <georg@python.org>
parents:
diff changeset
777 >>> list(data[i] for i in range(len(data)-1,-1,-1))
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
778 ['f', 'l', 'o', 'g']
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
779
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
780
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
781
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
782 .. rubric:: Footnotes
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
783
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
784 .. [#] Except for one thing. Module objects have a secret read-only attribute called
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
785 :attr:`__dict__` which returns the dictionary used to implement the module's
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
786 namespace; the name :attr:`__dict__` is an attribute but not a global name.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
787 Obviously, using this violates the abstraction of namespace implementation, and
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
788 should be restricted to things like post-mortem debuggers.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
789