annotate Doc/tutorial/datastructures.rst @ 58765:2ba7677bfa95 legacy-trunk

testCopysign was defined twice in test_math; combine the definitions
author Mark Dickinson <dickinsm@gmail.com>
date Sat, 06 Feb 2010 23:11:25 +0000
parents 7655142f5224
children bc5e0d2e179d
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1 .. _tut-structures:
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2
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3 ***************
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4 Data Structures
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5 ***************
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6
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7 This chapter describes some things you've learned about already in more detail,
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8 and adds some new things as well.
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11 .. _tut-morelists:
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12
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13 More on Lists
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14 =============
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15
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16 The list data type has some more methods. Here are all of the methods of list
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17 objects:
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20 .. method:: list.append(x)
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21 :noindex:
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22
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23 Add an item to the end of the list; equivalent to ``a[len(a):] = [x]``.
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26 .. method:: list.extend(L)
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27 :noindex:
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28
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29 Extend the list by appending all the items in the given list; equivalent to
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30 ``a[len(a):] = L``.
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33 .. method:: list.insert(i, x)
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34 :noindex:
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36 Insert an item at a given position. The first argument is the index of the
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37 element before which to insert, so ``a.insert(0, x)`` inserts at the front of
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38 the list, and ``a.insert(len(a), x)`` is equivalent to ``a.append(x)``.
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41 .. method:: list.remove(x)
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42 :noindex:
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43
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44 Remove the first item from the list whose value is *x*. It is an error if there
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45 is no such item.
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48 .. method:: list.pop([i])
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49 :noindex:
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50
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51 Remove the item at the given position in the list, and return it. If no index
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52 is specified, ``a.pop()`` removes and returns the last item in the list. (The
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53 square brackets around the *i* in the method signature denote that the parameter
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54 is optional, not that you should type square brackets at that position. You
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55 will see this notation frequently in the Python Library Reference.)
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58 .. method:: list.index(x)
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59 :noindex:
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61 Return the index in the list of the first item whose value is *x*. It is an
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62 error if there is no such item.
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65 .. method:: list.count(x)
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66 :noindex:
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67
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68 Return the number of times *x* appears in the list.
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69
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71 .. method:: list.sort()
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72 :noindex:
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73
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74 Sort the items of the list, in place.
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77 .. method:: list.reverse()
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78 :noindex:
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79
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80 Reverse the elements of the list, in place.
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81
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82 An example that uses most of the list methods::
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83
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84 >>> a = [66.25, 333, 333, 1, 1234.5]
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85 >>> print a.count(333), a.count(66.25), a.count('x')
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86 2 1 0
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87 >>> a.insert(2, -1)
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88 >>> a.append(333)
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89 >>> a
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90 [66.25, 333, -1, 333, 1, 1234.5, 333]
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91 >>> a.index(333)
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92 1
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93 >>> a.remove(333)
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94 >>> a
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95 [66.25, -1, 333, 1, 1234.5, 333]
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96 >>> a.reverse()
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97 >>> a
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98 [333, 1234.5, 1, 333, -1, 66.25]
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99 >>> a.sort()
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100 >>> a
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101 [-1, 1, 66.25, 333, 333, 1234.5]
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102
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103
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104 .. _tut-lists-as-stacks:
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105
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106 Using Lists as Stacks
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107 ---------------------
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108
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109 .. sectionauthor:: Ka-Ping Yee <ping@lfw.org>
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110
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111
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112 The list methods make it very easy to use a list as a stack, where the last
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113 element added is the first element retrieved ("last-in, first-out"). To add an
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114 item to the top of the stack, use :meth:`append`. To retrieve an item from the
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115 top of the stack, use :meth:`pop` without an explicit index. For example::
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116
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117 >>> stack = [3, 4, 5]
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118 >>> stack.append(6)
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119 >>> stack.append(7)
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120 >>> stack
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121 [3, 4, 5, 6, 7]
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122 >>> stack.pop()
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123 7
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124 >>> stack
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125 [3, 4, 5, 6]
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126 >>> stack.pop()
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127 6
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128 >>> stack.pop()
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129 5
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130 >>> stack
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131 [3, 4]
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132
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133
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134 .. _tut-lists-as-queues:
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135
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136 Using Lists as Queues
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137 ---------------------
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138
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139 .. sectionauthor:: Ka-Ping Yee <ping@lfw.org>
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140
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141
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142 You can also use a list conveniently as a queue, where the first element added
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143 is the first element retrieved ("first-in, first-out"). To add an item to the
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144 back of the queue, use :meth:`append`. To retrieve an item from the front of
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145 the queue, use :meth:`pop` with ``0`` as the index. For example::
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146
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147 >>> queue = ["Eric", "John", "Michael"]
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148 >>> queue.append("Terry") # Terry arrives
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149 >>> queue.append("Graham") # Graham arrives
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150 >>> queue.pop(0)
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151 'Eric'
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152 >>> queue.pop(0)
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153 'John'
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154 >>> queue
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155 ['Michael', 'Terry', 'Graham']
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156
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157
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158 .. _tut-functional:
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159
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160 Functional Programming Tools
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161 ----------------------------
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162
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163 There are three built-in functions that are very useful when used with lists:
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164 :func:`filter`, :func:`map`, and :func:`reduce`.
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165
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166 ``filter(function, sequence)`` returns a sequence consisting of those items from
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167 the sequence for which ``function(item)`` is true. If *sequence* is a
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168 :class:`string` or :class:`tuple`, the result will be of the same type;
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169 otherwise, it is always a :class:`list`. For example, to compute some primes::
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170
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171 >>> def f(x): return x % 2 != 0 and x % 3 != 0
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172 ...
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173 >>> filter(f, range(2, 25))
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174 [5, 7, 11, 13, 17, 19, 23]
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175
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176 ``map(function, sequence)`` calls ``function(item)`` for each of the sequence's
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177 items and returns a list of the return values. For example, to compute some
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178 cubes::
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179
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180 >>> def cube(x): return x*x*x
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181 ...
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182 >>> map(cube, range(1, 11))
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183 [1, 8, 27, 64, 125, 216, 343, 512, 729, 1000]
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184
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185 More than one sequence may be passed; the function must then have as many
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186 arguments as there are sequences and is called with the corresponding item from
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187 each sequence (or ``None`` if some sequence is shorter than another). For
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188 example::
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189
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190 >>> seq = range(8)
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191 >>> def add(x, y): return x+y
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192 ...
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193 >>> map(add, seq, seq)
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194 [0, 2, 4, 6, 8, 10, 12, 14]
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195
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196 ``reduce(function, sequence)`` returns a single value constructed by calling the
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197 binary function *function* on the first two items of the sequence, then on the
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198 result and the next item, and so on. For example, to compute the sum of the
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199 numbers 1 through 10::
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200
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201 >>> def add(x,y): return x+y
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202 ...
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203 >>> reduce(add, range(1, 11))
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204 55
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205
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206 If there's only one item in the sequence, its value is returned; if the sequence
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207 is empty, an exception is raised.
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208
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209 A third argument can be passed to indicate the starting value. In this case the
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210 starting value is returned for an empty sequence, and the function is first
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211 applied to the starting value and the first sequence item, then to the result
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212 and the next item, and so on. For example, ::
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213
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214 >>> def sum(seq):
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215 ... def add(x,y): return x+y
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216 ... return reduce(add, seq, 0)
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217 ...
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218 >>> sum(range(1, 11))
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219 55
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220 >>> sum([])
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221 0
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222
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223 Don't use this example's definition of :func:`sum`: since summing numbers is
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224 such a common need, a built-in function ``sum(sequence)`` is already provided,
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225 and works exactly like this.
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226
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227 .. versionadded:: 2.3
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228
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229
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230 List Comprehensions
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231 -------------------
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232
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233 List comprehensions provide a concise way to create lists without resorting to
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234 use of :func:`map`, :func:`filter` and/or :keyword:`lambda`. The resulting list
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235 definition tends often to be clearer than lists built using those constructs.
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236 Each list comprehension consists of an expression followed by a :keyword:`for`
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237 clause, then zero or more :keyword:`for` or :keyword:`if` clauses. The result
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238 will be a list resulting from evaluating the expression in the context of the
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239 :keyword:`for` and :keyword:`if` clauses which follow it. If the expression
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240 would evaluate to a tuple, it must be parenthesized. ::
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241
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242 >>> freshfruit = [' banana', ' loganberry ', 'passion fruit ']
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243 >>> [weapon.strip() for weapon in freshfruit]
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244 ['banana', 'loganberry', 'passion fruit']
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245 >>> vec = [2, 4, 6]
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246 >>> [3*x for x in vec]
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247 [6, 12, 18]
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248 >>> [3*x for x in vec if x > 3]
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249 [12, 18]
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250 >>> [3*x for x in vec if x < 2]
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251 []
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252 >>> [[x,x**2] for x in vec]
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253 [[2, 4], [4, 16], [6, 36]]
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254 >>> [x, x**2 for x in vec] # error - parens required for tuples
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255 File "<stdin>", line 1, in ?
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256 [x, x**2 for x in vec]
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257 ^
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258 SyntaxError: invalid syntax
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259 >>> [(x, x**2) for x in vec]
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260 [(2, 4), (4, 16), (6, 36)]
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261 >>> vec1 = [2, 4, 6]
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262 >>> vec2 = [4, 3, -9]
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263 >>> [x*y for x in vec1 for y in vec2]
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264 [8, 6, -18, 16, 12, -36, 24, 18, -54]
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265 >>> [x+y for x in vec1 for y in vec2]
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266 [6, 5, -7, 8, 7, -5, 10, 9, -3]
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267 >>> [vec1[i]*vec2[i] for i in range(len(vec1))]
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268 [8, 12, -54]
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269
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270 List comprehensions are much more flexible than :func:`map` and can be applied
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271 to complex expressions and nested functions::
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272
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273 >>> [str(round(355/113.0, i)) for i in range(1,6)]
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274 ['3.1', '3.14', '3.142', '3.1416', '3.14159']
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275
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276
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277 Nested List Comprehensions
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278 --------------------------
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279
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280 If you've got the stomach for it, list comprehensions can be nested. They are a
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281 powerful tool but -- like all powerful tools -- they need to be used carefully,
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282 if at all.
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283
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284 Consider the following example of a 3x3 matrix held as a list containing three
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285 lists, one list per row::
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286
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287 >>> mat = [
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288 ... [1, 2, 3],
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289 ... [4, 5, 6],
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290 ... [7, 8, 9],
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291 ... ]
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292
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293 Now, if you wanted to swap rows and columns, you could use a list
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294 comprehension::
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295
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296 >>> print [[row[i] for row in mat] for i in [0, 1, 2]]
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297 [[1, 4, 7], [2, 5, 8], [3, 6, 9]]
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298
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299 Special care has to be taken for the *nested* list comprehension:
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300
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301 To avoid apprehension when nesting list comprehensions, read from right to
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302 left.
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303
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304 A more verbose version of this snippet shows the flow explicitly::
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305
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306 for i in [0, 1, 2]:
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307 for row in mat:
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308 print row[i],
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309 print
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310
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311 In real world, you should prefer built-in functions to complex flow statements.
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312 The :func:`zip` function would do a great job for this use case::
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313
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314 >>> zip(*mat)
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315 [(1, 4, 7), (2, 5, 8), (3, 6, 9)]
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316
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317 See :ref:`tut-unpacking-arguments` for details on the asterisk in this line.
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318
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319 .. _tut-del:
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320
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321 The :keyword:`del` statement
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322 ============================
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323
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324 There is a way to remove an item from a list given its index instead of its
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325 value: the :keyword:`del` statement. This differs from the :meth:`pop` method
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326 which returns a value. The :keyword:`del` statement can also be used to remove
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327 slices from a list or clear the entire list (which we did earlier by assignment
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328 of an empty list to the slice). For example::
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329
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330 >>> a = [-1, 1, 66.25, 333, 333, 1234.5]
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331 >>> del a[0]
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332 >>> a
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333 [1, 66.25, 333, 333, 1234.5]
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334 >>> del a[2:4]
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335 >>> a
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336 [1, 66.25, 1234.5]
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337 >>> del a[:]
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338 >>> a
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339 []
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340
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341 :keyword:`del` can also be used to delete entire variables::
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342
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343 >>> del a
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344
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345 Referencing the name ``a`` hereafter is an error (at least until another value
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346 is assigned to it). We'll find other uses for :keyword:`del` later.
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347
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348
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349 .. _tut-tuples:
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350
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351 Tuples and Sequences
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352 ====================
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353
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354 We saw that lists and strings have many common properties, such as indexing and
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355 slicing operations. They are two examples of *sequence* data types (see
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356 :ref:`typesseq`). Since Python is an evolving language, other sequence data
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357 types may be added. There is also another standard sequence data type: the
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358 *tuple*.
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359
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360 A tuple consists of a number of values separated by commas, for instance::
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361
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362 >>> t = 12345, 54321, 'hello!'
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363 >>> t[0]
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364 12345
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365 >>> t
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366 (12345, 54321, 'hello!')
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367 >>> # Tuples may be nested:
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368 ... u = t, (1, 2, 3, 4, 5)
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369 >>> u
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370 ((12345, 54321, 'hello!'), (1, 2, 3, 4, 5))
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371
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372 As you see, on output tuples are always enclosed in parentheses, so that nested
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373 tuples are interpreted correctly; they may be input with or without surrounding
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374 parentheses, although often parentheses are necessary anyway (if the tuple is
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375 part of a larger expression).
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376
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377 Tuples have many uses. For example: (x, y) coordinate pairs, employee records
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378 from a database, etc. Tuples, like strings, are immutable: it is not possible
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379 to assign to the individual items of a tuple (you can simulate much of the same
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380 effect with slicing and concatenation, though). It is also possible to create
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381 tuples which contain mutable objects, such as lists.
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382
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383 A special problem is the construction of tuples containing 0 or 1 items: the
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384 syntax has some extra quirks to accommodate these. Empty tuples are constructed
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385 by an empty pair of parentheses; a tuple with one item is constructed by
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386 following a value with a comma (it is not sufficient to enclose a single value
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387 in parentheses). Ugly, but effective. For example::
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388
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389 >>> empty = ()
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390 >>> singleton = 'hello', # <-- note trailing comma
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391 >>> len(empty)
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392 0
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393 >>> len(singleton)
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394 1
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395 >>> singleton
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396 ('hello',)
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397
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398 The statement ``t = 12345, 54321, 'hello!'`` is an example of *tuple packing*:
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399 the values ``12345``, ``54321`` and ``'hello!'`` are packed together in a tuple.
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400 The reverse operation is also possible::
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401
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402 >>> x, y, z = t
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403
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404 This is called, appropriately enough, *sequence unpacking* and works for any
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405 sequence on the right-hand side. Sequence unpacking requires the list of
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406 variables on the left to have the same number of elements as the length of the
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407 sequence. Note that multiple assignment is really just a combination of tuple
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408 packing and sequence unpacking.
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409
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410 .. XXX Add a bit on the difference between tuples and lists.
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411
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412
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413 .. _tut-sets:
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414
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415 Sets
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416 ====
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417
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418 Python also includes a data type for *sets*. A set is an unordered collection
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419 with no duplicate elements. Basic uses include membership testing and
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420 eliminating duplicate entries. Set objects also support mathematical operations
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421 like union, intersection, difference, and symmetric difference.
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422
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423 Here is a brief demonstration::
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424
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425 >>> basket = ['apple', 'orange', 'apple', 'pear', 'orange', 'banana']
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426 >>> fruit = set(basket) # create a set without duplicates
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427 >>> fruit
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428 set(['orange', 'pear', 'apple', 'banana'])
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429 >>> 'orange' in fruit # fast membership testing
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430 True
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431 >>> 'crabgrass' in fruit
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432 False
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433
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434 >>> # Demonstrate set operations on unique letters from two words
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435 ...
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436 >>> a = set('abracadabra')
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437 >>> b = set('alacazam')
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438 >>> a # unique letters in a
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439 set(['a', 'r', 'b', 'c', 'd'])
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440 >>> a - b # letters in a but not in b
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441 set(['r', 'd', 'b'])
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442 >>> a | b # letters in either a or b
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443 set(['a', 'c', 'r', 'd', 'b', 'm', 'z', 'l'])
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444 >>> a & b # letters in both a and b
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445 set(['a', 'c'])
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446 >>> a ^ b # letters in a or b but not both
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parents:
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447 set(['r', 'd', 'b', 'm', 'z', 'l'])
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Georg Brandl <georg@python.org>
parents:
diff changeset
448
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Georg Brandl <georg@python.org>
parents:
diff changeset
449
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Georg Brandl <georg@python.org>
parents:
diff changeset
450 .. _tut-dictionaries:
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Georg Brandl <georg@python.org>
parents:
diff changeset
451
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Georg Brandl <georg@python.org>
parents:
diff changeset
452 Dictionaries
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
453 ============
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Georg Brandl <georg@python.org>
parents:
diff changeset
454
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Georg Brandl <georg@python.org>
parents:
diff changeset
455 Another useful data type built into Python is the *dictionary* (see
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
456 :ref:`typesmapping`). Dictionaries are sometimes found in other languages as
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
457 "associative memories" or "associative arrays". Unlike sequences, which are
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Georg Brandl <georg@python.org>
parents:
diff changeset
458 indexed by a range of numbers, dictionaries are indexed by *keys*, which can be
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Georg Brandl <georg@python.org>
parents:
diff changeset
459 any immutable type; strings and numbers can always be keys. Tuples can be used
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
460 as keys if they contain only strings, numbers, or tuples; if a tuple contains
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
461 any mutable object either directly or indirectly, it cannot be used as a key.
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Georg Brandl <georg@python.org>
parents:
diff changeset
462 You can't use lists as keys, since lists can be modified in place using index
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Georg Brandl <georg@python.org>
parents:
diff changeset
463 assignments, slice assignments, or methods like :meth:`append` and
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
464 :meth:`extend`.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
465
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Georg Brandl <georg@python.org>
parents:
diff changeset
466 It is best to think of a dictionary as an unordered set of *key: value* pairs,
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Georg Brandl <georg@python.org>
parents:
diff changeset
467 with the requirement that the keys are unique (within one dictionary). A pair of
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
468 braces creates an empty dictionary: ``{}``. Placing a comma-separated list of
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Georg Brandl <georg@python.org>
parents:
diff changeset
469 key:value pairs within the braces adds initial key:value pairs to the
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
470 dictionary; this is also the way dictionaries are written on output.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
471
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Georg Brandl <georg@python.org>
parents:
diff changeset
472 The main operations on a dictionary are storing a value with some key and
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Georg Brandl <georg@python.org>
parents:
diff changeset
473 extracting the value given the key. It is also possible to delete a key:value
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Georg Brandl <georg@python.org>
parents:
diff changeset
474 pair with ``del``. If you store using a key that is already in use, the old
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Georg Brandl <georg@python.org>
parents:
diff changeset
475 value associated with that key is forgotten. It is an error to extract a value
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
476 using a non-existent key.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
477
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Georg Brandl <georg@python.org>
parents:
diff changeset
478 The :meth:`keys` method of a dictionary object returns a list of all the keys
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Georg Brandl <georg@python.org>
parents:
diff changeset
479 used in the dictionary, in arbitrary order (if you want it sorted, just apply
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Georg Brandl <georg@python.org>
parents:
diff changeset
480 the :meth:`sort` method to the list of keys). To check whether a single key is
46163
a43be074324d Phase out has_key usage in the tutorial; correct docs for PyMapping_HasKey*.
Georg Brandl <georg@python.org>
parents: 45972
diff changeset
481 in the dictionary, use the :keyword:`in` keyword.
42603
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Georg Brandl <georg@python.org>
parents:
diff changeset
482
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Georg Brandl <georg@python.org>
parents:
diff changeset
483 Here is a small example using a dictionary::
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
484
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Georg Brandl <georg@python.org>
parents:
diff changeset
485 >>> tel = {'jack': 4098, 'sape': 4139}
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Georg Brandl <georg@python.org>
parents:
diff changeset
486 >>> tel['guido'] = 4127
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Georg Brandl <georg@python.org>
parents:
diff changeset
487 >>> tel
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Georg Brandl <georg@python.org>
parents:
diff changeset
488 {'sape': 4139, 'guido': 4127, 'jack': 4098}
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Georg Brandl <georg@python.org>
parents:
diff changeset
489 >>> tel['jack']
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Georg Brandl <georg@python.org>
parents:
diff changeset
490 4098
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Georg Brandl <georg@python.org>
parents:
diff changeset
491 >>> del tel['sape']
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Georg Brandl <georg@python.org>
parents:
diff changeset
492 >>> tel['irv'] = 4127
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Georg Brandl <georg@python.org>
parents:
diff changeset
493 >>> tel
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Georg Brandl <georg@python.org>
parents:
diff changeset
494 {'guido': 4127, 'irv': 4127, 'jack': 4098}
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Georg Brandl <georg@python.org>
parents:
diff changeset
495 >>> tel.keys()
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Georg Brandl <georg@python.org>
parents:
diff changeset
496 ['guido', 'irv', 'jack']
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
497 >>> 'guido' in tel
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Georg Brandl <georg@python.org>
parents:
diff changeset
498 True
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
499
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Georg Brandl <georg@python.org>
parents:
diff changeset
500 The :func:`dict` constructor builds dictionaries directly from lists of
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
501 key-value pairs stored as tuples. When the pairs form a pattern, list
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
502 comprehensions can compactly specify the key-value list. ::
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
503
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Georg Brandl <georg@python.org>
parents:
diff changeset
504 >>> dict([('sape', 4139), ('guido', 4127), ('jack', 4098)])
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
505 {'sape': 4139, 'jack': 4098, 'guido': 4127}
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Georg Brandl <georg@python.org>
parents:
diff changeset
506 >>> dict([(x, x**2) for x in (2, 4, 6)]) # use a list comprehension
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
507 {2: 4, 4: 16, 6: 36}
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Georg Brandl <georg@python.org>
parents:
diff changeset
508
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Georg Brandl <georg@python.org>
parents:
diff changeset
509 Later in the tutorial, we will learn about Generator Expressions which are even
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
510 better suited for the task of supplying key-values pairs to the :func:`dict`
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
511 constructor.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
512
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
513 When the keys are simple strings, it is sometimes easier to specify pairs using
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
514 keyword arguments::
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
515
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
516 >>> dict(sape=4139, guido=4127, jack=4098)
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
517 {'sape': 4139, 'jack': 4098, 'guido': 4127}
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
518
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
519
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Georg Brandl <georg@python.org>
parents:
diff changeset
520 .. _tut-loopidioms:
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Georg Brandl <georg@python.org>
parents:
diff changeset
521
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Georg Brandl <georg@python.org>
parents:
diff changeset
522 Looping Techniques
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
523 ==================
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
524
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
525 When looping through dictionaries, the key and corresponding value can be
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
526 retrieved at the same time using the :meth:`iteritems` method. ::
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
527
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Georg Brandl <georg@python.org>
parents:
diff changeset
528 >>> knights = {'gallahad': 'the pure', 'robin': 'the brave'}
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Georg Brandl <georg@python.org>
parents:
diff changeset
529 >>> for k, v in knights.iteritems():
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
530 ... print k, v
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
531 ...
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
532 gallahad the pure
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
533 robin the brave
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
534
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
535 When looping through a sequence, the position index and corresponding value can
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
536 be retrieved at the same time using the :func:`enumerate` function. ::
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
537
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
538 >>> for i, v in enumerate(['tic', 'tac', 'toe']):
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
539 ... print i, v
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
540 ...
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
541 0 tic
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
542 1 tac
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
543 2 toe
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
544
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
545 To loop over two or more sequences at the same time, the entries can be paired
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
546 with the :func:`zip` function. ::
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
547
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Georg Brandl <georg@python.org>
parents:
diff changeset
548 >>> questions = ['name', 'quest', 'favorite color']
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Georg Brandl <georg@python.org>
parents:
diff changeset
549 >>> answers = ['lancelot', 'the holy grail', 'blue']
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Georg Brandl <georg@python.org>
parents:
diff changeset
550 >>> for q, a in zip(questions, answers):
47282
70f9a5db279c update the tutorial to use str.format
Benjamin Peterson <benjamin@python.org>
parents: 46163
diff changeset
551 ... print 'What is your {0}? It is {1}.'.format(q, a)
50508
c52177f36852 Remove trailing whitespace.
Georg Brandl <georg@python.org>
parents: 49182
diff changeset
552 ...
42603
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
553 What is your name? It is lancelot.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
554 What is your quest? It is the holy grail.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
555 What is your favorite color? It is blue.
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 To loop over a sequence in reverse, first specify the sequence in a forward
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
558 direction and then call the :func:`reversed` function. ::
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
559
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
560 >>> for i in reversed(xrange(1,10,2)):
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Georg Brandl <georg@python.org>
parents:
diff changeset
561 ... print i
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
562 ...
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
563 9
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
564 7
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
565 5
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
566 3
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
567 1
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
568
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
569 To loop over a sequence in sorted order, use the :func:`sorted` function which
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
570 returns a new sorted list while leaving the source unaltered. ::
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
571
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
572 >>> basket = ['apple', 'orange', 'apple', 'pear', 'orange', 'banana']
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
573 >>> for f in sorted(set(basket)):
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
574 ... print f
50508
c52177f36852 Remove trailing whitespace.
Georg Brandl <georg@python.org>
parents: 49182
diff changeset
575 ...
42603
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
576 apple
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
577 banana
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
578 orange
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
579 pear
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
580
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 .. _tut-conditions:
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
583
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
584 More on Conditions
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 The conditions used in ``while`` and ``if`` statements can contain any
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
588 operators, not just comparisons.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
589
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Georg Brandl <georg@python.org>
parents:
diff changeset
590 The comparison operators ``in`` and ``not in`` check whether a value occurs
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
591 (does not occur) in a sequence. The operators ``is`` and ``is not`` compare
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
592 whether two objects are really the same object; this only matters for mutable
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
593 objects like lists. All comparison operators have the same priority, which is
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
594 lower than that of all numerical operators.
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
595
c62f6669ae22 Move the 2.6 reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
596 Comparisons can be chained. For example, ``a < b == c`` tests whether ``a`` is
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597 less than ``b`` and moreover ``b`` equals ``c``.
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Georg Brandl <georg@python.org>
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598
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Georg Brandl <georg@python.org>
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599 Comparisons may be combined using the Boolean operators ``and`` and ``or``, and
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Georg Brandl <georg@python.org>
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600 the outcome of a comparison (or of any other Boolean expression) may be negated
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601 with ``not``. These have lower priorities than comparison operators; between
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Georg Brandl <georg@python.org>
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602 them, ``not`` has the highest priority and ``or`` the lowest, so that ``A and
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603 not B or C`` is equivalent to ``(A and (not B)) or C``. As always, parentheses
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604 can be used to express the desired composition.
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605
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Georg Brandl <georg@python.org>
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606 The Boolean operators ``and`` and ``or`` are so-called *short-circuit*
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607 operators: their arguments are evaluated from left to right, and evaluation
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608 stops as soon as the outcome is determined. For example, if ``A`` and ``C`` are
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609 true but ``B`` is false, ``A and B and C`` does not evaluate the expression
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610 ``C``. When used as a general value and not as a Boolean, the return value of a
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611 short-circuit operator is the last evaluated argument.
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612
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613 It is possible to assign the result of a comparison or other Boolean expression
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614 to a variable. For example, ::
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615
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Georg Brandl <georg@python.org>
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616 >>> string1, string2, string3 = '', 'Trondheim', 'Hammer Dance'
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617 >>> non_null = string1 or string2 or string3
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618 >>> non_null
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Georg Brandl <georg@python.org>
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619 'Trondheim'
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Georg Brandl <georg@python.org>
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620
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Georg Brandl <georg@python.org>
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621 Note that in Python, unlike C, assignment cannot occur inside expressions. C
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622 programmers may grumble about this, but it avoids a common class of problems
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Georg Brandl <georg@python.org>
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623 encountered in C programs: typing ``=`` in an expression when ``==`` was
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Georg Brandl <georg@python.org>
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624 intended.
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Georg Brandl <georg@python.org>
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625
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626
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627 .. _tut-comparing:
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628
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Georg Brandl <georg@python.org>
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629 Comparing Sequences and Other Types
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630 ===================================
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631
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632 Sequence objects may be compared to other objects with the same sequence type.
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633 The comparison uses *lexicographical* ordering: first the first two items are
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634 compared, and if they differ this determines the outcome of the comparison; if
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635 they are equal, the next two items are compared, and so on, until either
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636 sequence is exhausted. If two items to be compared are themselves sequences of
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637 the same type, the lexicographical comparison is carried out recursively. If
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Georg Brandl <georg@python.org>
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638 all items of two sequences compare equal, the sequences are considered equal.
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Georg Brandl <georg@python.org>
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639 If one sequence is an initial sub-sequence of the other, the shorter sequence is
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Georg Brandl <georg@python.org>
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640 the smaller (lesser) one. Lexicographical ordering for strings uses the ASCII
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Georg Brandl <georg@python.org>
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641 ordering for individual characters. Some examples of comparisons between
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Georg Brandl <georg@python.org>
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642 sequences of the same type::
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parents:
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643
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644 (1, 2, 3) < (1, 2, 4)
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Georg Brandl <georg@python.org>
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645 [1, 2, 3] < [1, 2, 4]
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646 'ABC' < 'C' < 'Pascal' < 'Python'
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647 (1, 2, 3, 4) < (1, 2, 4)
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Georg Brandl <georg@python.org>
parents:
diff changeset
648 (1, 2) < (1, 2, -1)
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parents:
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649 (1, 2, 3) == (1.0, 2.0, 3.0)
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650 (1, 2, ('aa', 'ab')) < (1, 2, ('abc', 'a'), 4)
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Georg Brandl <georg@python.org>
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651
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652 Note that comparing objects of different types is legal. The outcome is
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Georg Brandl <georg@python.org>
parents:
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653 deterministic but arbitrary: the types are ordered by their name. Thus, a list
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Georg Brandl <georg@python.org>
parents:
diff changeset
654 is always smaller than a string, a string is always smaller than a tuple, etc.
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Georg Brandl <georg@python.org>
parents:
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655 [#]_ Mixed numeric types are compared according to their numeric value, so 0
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Georg Brandl <georg@python.org>
parents:
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656 equals 0.0, etc.
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Georg Brandl <georg@python.org>
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657
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Georg Brandl <georg@python.org>
parents:
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658
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659 .. rubric:: Footnotes
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Georg Brandl <georg@python.org>
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660
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Georg Brandl <georg@python.org>
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661 .. [#] The rules for comparing objects of different types should not be relied upon;
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Georg Brandl <georg@python.org>
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662 they may change in a future version of the language.
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663