Mercurial > cpython-lru_cache-weakref
annotate Doc/tutorial/introduction.rst @ 80661:94de77bd0b4b 2.7
Issue #16194: document imp.load_dynamic problems
when read several extension modules from the same binary object file.
| author | Andrew Svetlov <andrew.svetlov@gmail.com> |
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| date | Thu, 29 Nov 2012 19:51:28 +0200 |
| parents | 878c33d2f301 |
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1 .. _tut-informal: |
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2 |
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3 ********************************** |
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4 An Informal Introduction to Python |
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5 ********************************** |
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6 |
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7 In the following examples, input and output are distinguished by the presence or |
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8 absence of prompts (``>>>`` and ``...``): to repeat the example, you must type |
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9 everything after the prompt, when the prompt appears; lines that do not begin |
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10 with a prompt are output from the interpreter. Note that a secondary prompt on a |
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11 line by itself in an example means you must type a blank line; this is used to |
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12 end a multi-line command. |
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13 |
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14 Many of the examples in this manual, even those entered at the interactive |
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15 prompt, include comments. Comments in Python start with the hash character, |
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16 ``#``, and extend to the end of the physical line. A comment may appear at the |
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17 start of a line or following whitespace or code, but not within a string |
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18 literal. A hash character within a string literal is just a hash character. |
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19 Since comments are to clarify code and are not interpreted by Python, they may |
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20 be omitted when typing in examples. |
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21 |
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22 Some examples:: |
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23 |
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24 # this is the first comment |
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25 SPAM = 1 # and this is the second comment |
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26 # ... and now a third! |
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27 STRING = "# This is not a comment." |
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28 |
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29 |
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30 .. _tut-calculator: |
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31 |
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32 Using Python as a Calculator |
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33 ============================ |
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34 |
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35 Let's try some simple Python commands. Start the interpreter and wait for the |
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36 primary prompt, ``>>>``. (It shouldn't take long.) |
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37 |
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38 |
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39 .. _tut-numbers: |
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40 |
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41 Numbers |
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42 ------- |
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43 |
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44 The interpreter acts as a simple calculator: you can type an expression at it |
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45 and it will write the value. Expression syntax is straightforward: the |
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46 operators ``+``, ``-``, ``*`` and ``/`` work just like in most other languages |
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47 (for example, Pascal or C); parentheses can be used for grouping. For example:: |
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48 |
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49 >>> 2+2 |
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50 4 |
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51 >>> # This is a comment |
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52 ... 2+2 |
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53 4 |
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54 >>> 2+2 # and a comment on the same line as code |
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55 4 |
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56 >>> (50-5*6)/4 |
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57 5 |
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58 >>> # Integer division returns the floor: |
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59 ... 7/3 |
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60 2 |
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61 >>> 7/-3 |
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62 -3 |
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63 |
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64 The equal sign (``'='``) is used to assign a value to a variable. Afterwards, no |
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65 result is displayed before the next interactive prompt:: |
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66 |
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67 >>> width = 20 |
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68 >>> height = 5*9 |
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69 >>> width * height |
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70 900 |
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71 |
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72 A value can be assigned to several variables simultaneously:: |
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73 |
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74 >>> x = y = z = 0 # Zero x, y and z |
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75 >>> x |
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76 0 |
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77 >>> y |
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78 0 |
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79 >>> z |
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80 0 |
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81 |
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82 Variables must be "defined" (assigned a value) before they can be used, or an |
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83 error will occur:: |
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84 |
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85 >>> n # try to access an undefined variable |
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86 Traceback (most recent call last): |
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87 File "<stdin>", line 1, in <module> |
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88 NameError: name 'n' is not defined |
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89 |
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90 There is full support for floating point; operators with mixed type operands |
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91 convert the integer operand to floating point:: |
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92 |
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93 >>> 3 * 3.75 / 1.5 |
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94 7.5 |
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95 >>> 7.0 / 2 |
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96 3.5 |
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97 |
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98 Complex numbers are also supported; imaginary numbers are written with a suffix |
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99 of ``j`` or ``J``. Complex numbers with a nonzero real component are written as |
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100 ``(real+imagj)``, or can be created with the ``complex(real, imag)`` function. |
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101 :: |
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102 |
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103 >>> 1j * 1J |
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104 (-1+0j) |
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105 >>> 1j * complex(0,1) |
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106 (-1+0j) |
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107 >>> 3+1j*3 |
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108 (3+3j) |
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109 >>> (3+1j)*3 |
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110 (9+3j) |
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111 >>> (1+2j)/(1+1j) |
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112 (1.5+0.5j) |
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113 |
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114 Complex numbers are always represented as two floating point numbers, the real |
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115 and imaginary part. To extract these parts from a complex number *z*, use |
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116 ``z.real`` and ``z.imag``. :: |
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117 |
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118 >>> a=1.5+0.5j |
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119 >>> a.real |
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120 1.5 |
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121 >>> a.imag |
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122 0.5 |
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123 |
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124 The conversion functions to floating point and integer (:func:`float`, |
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125 :func:`int` and :func:`long`) don't work for complex numbers --- there is no one |
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126 correct way to convert a complex number to a real number. Use ``abs(z)`` to get |
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127 its magnitude (as a float) or ``z.real`` to get its real part. :: |
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128 |
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129 >>> a=3.0+4.0j |
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130 >>> float(a) |
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131 Traceback (most recent call last): |
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132 File "<stdin>", line 1, in ? |
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133 TypeError: can't convert complex to float; use abs(z) |
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134 >>> a.real |
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135 3.0 |
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136 >>> a.imag |
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137 4.0 |
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138 >>> abs(a) # sqrt(a.real**2 + a.imag**2) |
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139 5.0 |
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140 |
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141 In interactive mode, the last printed expression is assigned to the variable |
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142 ``_``. This means that when you are using Python as a desk calculator, it is |
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143 somewhat easier to continue calculations, for example:: |
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144 |
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145 >>> tax = 12.5 / 100 |
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146 >>> price = 100.50 |
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147 >>> price * tax |
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148 12.5625 |
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149 >>> price + _ |
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150 113.0625 |
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151 >>> round(_, 2) |
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152 113.06 |
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153 |
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154 This variable should be treated as read-only by the user. Don't explicitly |
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155 assign a value to it --- you would create an independent local variable with the |
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156 same name masking the built-in variable with its magic behavior. |
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157 |
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158 |
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159 .. _tut-strings: |
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160 |
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161 Strings |
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162 ------- |
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163 |
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164 Besides numbers, Python can also manipulate strings, which can be expressed in |
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165 several ways. They can be enclosed in single quotes or double quotes:: |
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166 |
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167 >>> 'spam eggs' |
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168 'spam eggs' |
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169 >>> 'doesn\'t' |
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170 "doesn't" |
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171 >>> "doesn't" |
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172 "doesn't" |
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173 >>> '"Yes," he said.' |
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174 '"Yes," he said.' |
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175 >>> "\"Yes,\" he said." |
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176 '"Yes," he said.' |
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177 >>> '"Isn\'t," she said.' |
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178 '"Isn\'t," she said.' |
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179 |
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180 The interpreter prints the result of string operations in the same way as they |
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181 are typed for input: inside quotes, and with quotes and other funny characters |
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182 escaped by backslashes, to show the precise value. The string is enclosed in |
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183 double quotes if the string contains a single quote and no double quotes, else |
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184 it's enclosed in single quotes. The :keyword:`print` statement produces a more |
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185 readable output for such input strings. |
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186 |
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187 String literals can span multiple lines in several ways. Continuation lines can |
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188 be used, with a backslash as the last character on the line indicating that the |
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189 next line is a logical continuation of the line:: |
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190 |
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191 hello = "This is a rather long string containing\n\ |
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192 several lines of text just as you would do in C.\n\ |
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193 Note that whitespace at the beginning of the line is\ |
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194 significant." |
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195 |
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196 print hello |
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197 |
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199 newline following the trailing backslash is discarded. This example would print |
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200 the following: |
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201 |
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202 .. code-block:: text |
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203 |
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204 This is a rather long string containing |
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205 several lines of text just as you would do in C. |
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206 Note that whitespace at the beginning of the line is significant. |
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207 |
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208 Or, strings can be surrounded in a pair of matching triple-quotes: ``"""`` or |
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209 ``'''``. End of lines do not need to be escaped when using triple-quotes, but |
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210 they will be included in the string. :: |
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211 |
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212 print """ |
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213 Usage: thingy [OPTIONS] |
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214 -h Display this usage message |
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215 -H hostname Hostname to connect to |
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216 """ |
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217 |
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218 produces the following output: |
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219 |
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220 .. code-block:: text |
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221 |
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222 Usage: thingy [OPTIONS] |
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223 -h Display this usage message |
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224 -H hostname Hostname to connect to |
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225 |
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226 If we make the string literal a "raw" string, ``\n`` sequences are not converted |
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227 to newlines, but the backslash at the end of the line, and the newline character |
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228 in the source, are both included in the string as data. Thus, the example:: |
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229 |
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230 hello = r"This is a rather long string containing\n\ |
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231 several lines of text much as you would do in C." |
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232 |
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233 print hello |
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234 |
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235 would print: |
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237 .. code-block:: text |
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238 |
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239 This is a rather long string containing\n\ |
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240 several lines of text much as you would do in C. |
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241 |
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242 Strings can be concatenated (glued together) with the ``+`` operator, and |
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243 repeated with ``*``:: |
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244 |
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245 >>> word = 'Help' + 'A' |
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246 >>> word |
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247 'HelpA' |
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248 >>> '<' + word*5 + '>' |
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249 '<HelpAHelpAHelpAHelpAHelpA>' |
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250 |
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251 Two string literals next to each other are automatically concatenated; the first |
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252 line above could also have been written ``word = 'Help' 'A'``; this only works |
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253 with two literals, not with arbitrary string expressions:: |
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254 |
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255 >>> 'str' 'ing' # <- This is ok |
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256 'string' |
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257 >>> 'str'.strip() + 'ing' # <- This is ok |
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258 'string' |
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259 >>> 'str'.strip() 'ing' # <- This is invalid |
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260 File "<stdin>", line 1, in ? |
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261 'str'.strip() 'ing' |
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262 ^ |
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263 SyntaxError: invalid syntax |
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264 |
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265 Strings can be subscripted (indexed); like in C, the first character of a string |
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266 has subscript (index) 0. There is no separate character type; a character is |
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267 simply a string of size one. Like in Icon, substrings can be specified with the |
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268 *slice notation*: two indices separated by a colon. :: |
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269 |
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270 >>> word[4] |
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271 'A' |
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272 >>> word[0:2] |
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273 'He' |
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274 >>> word[2:4] |
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275 'lp' |
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276 |
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277 Slice indices have useful defaults; an omitted first index defaults to zero, an |
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278 omitted second index defaults to the size of the string being sliced. :: |
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279 |
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280 >>> word[:2] # The first two characters |
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281 'He' |
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282 >>> word[2:] # Everything except the first two characters |
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283 'lpA' |
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284 |
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285 Unlike a C string, Python strings cannot be changed. Assigning to an indexed |
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286 position in the string results in an error:: |
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287 |
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288 >>> word[0] = 'x' |
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289 Traceback (most recent call last): |
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290 File "<stdin>", line 1, in ? |
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291 TypeError: object does not support item assignment |
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292 >>> word[:1] = 'Splat' |
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293 Traceback (most recent call last): |
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294 File "<stdin>", line 1, in ? |
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295 TypeError: object does not support slice assignment |
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296 |
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297 However, creating a new string with the combined content is easy and efficient:: |
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298 |
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299 >>> 'x' + word[1:] |
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300 'xelpA' |
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301 >>> 'Splat' + word[4] |
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302 'SplatA' |
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303 |
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304 Here's a useful invariant of slice operations: ``s[:i] + s[i:]`` equals ``s``. |
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305 :: |
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306 |
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307 >>> word[:2] + word[2:] |
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308 'HelpA' |
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309 >>> word[:3] + word[3:] |
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310 'HelpA' |
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311 |
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312 Degenerate slice indices are handled gracefully: an index that is too large is |
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313 replaced by the string size, an upper bound smaller than the lower bound returns |
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314 an empty string. :: |
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315 |
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316 >>> word[1:100] |
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317 'elpA' |
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318 >>> word[10:] |
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319 '' |
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320 >>> word[2:1] |
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321 '' |
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322 |
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323 Indices may be negative numbers, to start counting from the right. For example:: |
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324 |
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325 >>> word[-1] # The last character |
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326 'A' |
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327 >>> word[-2] # The last-but-one character |
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328 'p' |
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329 >>> word[-2:] # The last two characters |
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330 'pA' |
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331 >>> word[:-2] # Everything except the last two characters |
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332 'Hel' |
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333 |
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334 But note that -0 is really the same as 0, so it does not count from the right! |
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335 :: |
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336 |
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337 >>> word[-0] # (since -0 equals 0) |
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338 'H' |
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339 |
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340 Out-of-range negative slice indices are truncated, but don't try this for |
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341 single-element (non-slice) indices:: |
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342 |
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343 >>> word[-100:] |
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344 'HelpA' |
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345 >>> word[-10] # error |
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346 Traceback (most recent call last): |
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347 File "<stdin>", line 1, in ? |
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348 IndexError: string index out of range |
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349 |
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350 One way to remember how slices work is to think of the indices as pointing |
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351 *between* characters, with the left edge of the first character numbered 0. |
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352 Then the right edge of the last character of a string of *n* characters has |
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353 index *n*, for example:: |
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354 |
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355 +---+---+---+---+---+ |
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356 | H | e | l | p | A | |
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357 +---+---+---+---+---+ |
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358 0 1 2 3 4 5 |
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359 -5 -4 -3 -2 -1 |
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360 |
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361 The first row of numbers gives the position of the indices 0...5 in the string; |
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362 the second row gives the corresponding negative indices. The slice from *i* to |
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363 *j* consists of all characters between the edges labeled *i* and *j*, |
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364 respectively. |
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365 |
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366 For non-negative indices, the length of a slice is the difference of the |
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367 indices, if both are within bounds. For example, the length of ``word[1:3]`` is |
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368 2. |
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369 |
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370 The built-in function :func:`len` returns the length of a string:: |
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371 |
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372 >>> s = 'supercalifragilisticexpialidocious' |
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373 >>> len(s) |
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374 34 |
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375 |
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376 |
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377 .. seealso:: |
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378 |
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379 :ref:`typesseq` |
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380 Strings, and the Unicode strings described in the next section, are |
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381 examples of *sequence types*, and support the common operations supported |
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382 by such types. |
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383 |
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384 :ref:`string-methods` |
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385 Both strings and Unicode strings support a large number of methods for |
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386 basic transformations and searching. |
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387 |
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388 :ref:`new-string-formatting` |
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389 Information about string formatting with :meth:`str.format` is described |
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390 here. |
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391 |
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392 :ref:`string-formatting` |
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393 The old formatting operations invoked when strings and Unicode strings are |
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394 the left operand of the ``%`` operator are described in more detail here. |
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395 |
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396 |
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397 .. _tut-unicodestrings: |
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398 |
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399 Unicode Strings |
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400 --------------- |
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401 |
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402 .. sectionauthor:: Marc-Andre Lemburg <mal@lemburg.com> |
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403 |
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404 |
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405 Starting with Python 2.0 a new data type for storing text data is available to |
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406 the programmer: the Unicode object. It can be used to store and manipulate |
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407 Unicode data (see http://www.unicode.org/) and integrates well with the existing |
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408 string objects, providing auto-conversions where necessary. |
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409 |
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410 Unicode has the advantage of providing one ordinal for every character in every |
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411 script used in modern and ancient texts. Previously, there were only 256 |
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412 possible ordinals for script characters. Texts were typically bound to a code |
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413 page which mapped the ordinals to script characters. This lead to very much |
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414 confusion especially with respect to internationalization (usually written as |
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415 ``i18n`` --- ``'i'`` + 18 characters + ``'n'``) of software. Unicode solves |
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416 these problems by defining one code page for all scripts. |
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417 |
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418 Creating Unicode strings in Python is just as simple as creating normal |
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419 strings:: |
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420 |
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421 >>> u'Hello World !' |
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422 u'Hello World !' |
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423 |
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424 The small ``'u'`` in front of the quote indicates that a Unicode string is |
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425 supposed to be created. If you want to include special characters in the string, |
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426 you can do so by using the Python *Unicode-Escape* encoding. The following |
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427 example shows how:: |
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428 |
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429 >>> u'Hello\u0020World !' |
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430 u'Hello World !' |
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431 |
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432 The escape sequence ``\u0020`` indicates to insert the Unicode character with |
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433 the ordinal value 0x0020 (the space character) at the given position. |
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434 |
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435 Other characters are interpreted by using their respective ordinal values |
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436 directly as Unicode ordinals. If you have literal strings in the standard |
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437 Latin-1 encoding that is used in many Western countries, you will find it |
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438 convenient that the lower 256 characters of Unicode are the same as the 256 |
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439 characters of Latin-1. |
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440 |
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441 For experts, there is also a raw mode just like the one for normal strings. You |
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442 have to prefix the opening quote with 'ur' to have Python use the |
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443 *Raw-Unicode-Escape* encoding. It will only apply the above ``\uXXXX`` |
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444 conversion if there is an uneven number of backslashes in front of the small |
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445 'u'. :: |
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446 |
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447 >>> ur'Hello\u0020World !' |
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448 u'Hello World !' |
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449 >>> ur'Hello\\u0020World !' |
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450 u'Hello\\\\u0020World !' |
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451 |
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452 The raw mode is most useful when you have to enter lots of backslashes, as can |
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453 be necessary in regular expressions. |
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454 |
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455 Apart from these standard encodings, Python provides a whole set of other ways |
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456 of creating Unicode strings on the basis of a known encoding. |
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457 |
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458 .. index:: builtin: unicode |
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459 |
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460 The built-in function :func:`unicode` provides access to all registered Unicode |
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461 codecs (COders and DECoders). Some of the more well known encodings which these |
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462 codecs can convert are *Latin-1*, *ASCII*, *UTF-8*, and *UTF-16*. The latter two |
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463 are variable-length encodings that store each Unicode character in one or more |
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464 bytes. The default encoding is normally set to ASCII, which passes through |
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465 characters in the range 0 to 127 and rejects any other characters with an error. |
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466 When a Unicode string is printed, written to a file, or converted with |
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467 :func:`str`, conversion takes place using this default encoding. :: |
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468 |
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469 >>> u"abc" |
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470 u'abc' |
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471 >>> str(u"abc") |
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472 'abc' |
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473 >>> u"äöü" |
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474 u'\xe4\xf6\xfc' |
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475 >>> str(u"äöü") |
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476 Traceback (most recent call last): |
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477 File "<stdin>", line 1, in ? |
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478 UnicodeEncodeError: 'ascii' codec can't encode characters in position 0-2: ordinal not in range(128) |
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479 |
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480 To convert a Unicode string into an 8-bit string using a specific encoding, |
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481 Unicode objects provide an :func:`encode` method that takes one argument, the |
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482 name of the encoding. Lowercase names for encodings are preferred. :: |
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483 |
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484 >>> u"äöü".encode('utf-8') |
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485 '\xc3\xa4\xc3\xb6\xc3\xbc' |
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486 |
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487 If you have data in a specific encoding and want to produce a corresponding |
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488 Unicode string from it, you can use the :func:`unicode` function with the |
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489 encoding name as the second argument. :: |
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490 |
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491 >>> unicode('\xc3\xa4\xc3\xb6\xc3\xbc', 'utf-8') |
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492 u'\xe4\xf6\xfc' |
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493 |
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494 |
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495 .. _tut-lists: |
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496 |
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497 Lists |
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498 ----- |
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499 |
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500 Python knows a number of *compound* data types, used to group together other |
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501 values. The most versatile is the *list*, which can be written as a list of |
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502 comma-separated values (items) between square brackets. List items need not all |
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503 have the same type. :: |
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504 |
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505 >>> a = ['spam', 'eggs', 100, 1234] |
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506 >>> a |
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507 ['spam', 'eggs', 100, 1234] |
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508 |
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509 Like string indices, list indices start at 0, and lists can be sliced, |
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510 concatenated and so on:: |
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511 |
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512 >>> a[0] |
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513 'spam' |
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514 >>> a[3] |
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515 1234 |
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516 >>> a[-2] |
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517 100 |
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518 >>> a[1:-1] |
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519 ['eggs', 100] |
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520 >>> a[:2] + ['bacon', 2*2] |
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521 ['spam', 'eggs', 'bacon', 4] |
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522 >>> 3*a[:3] + ['Boo!'] |
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523 ['spam', 'eggs', 100, 'spam', 'eggs', 100, 'spam', 'eggs', 100, 'Boo!'] |
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524 |
|
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525 All slice operations return a new list containing the requested elements. This |
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526 means that the following slice returns a shallow copy of the list *a*:: |
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527 |
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528 >>> a[:] |
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529 ['spam', 'eggs', 100, 1234] |
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530 |
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531 Unlike strings, which are *immutable*, it is possible to change individual |
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532 elements of a list:: |
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533 |
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534 >>> a |
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535 ['spam', 'eggs', 100, 1234] |
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536 >>> a[2] = a[2] + 23 |
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537 >>> a |
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538 ['spam', 'eggs', 123, 1234] |
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539 |
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540 Assignment to slices is also possible, and this can even change the size of the |
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541 list or clear it entirely:: |
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542 |
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543 >>> # Replace some items: |
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544 ... a[0:2] = [1, 12] |
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545 >>> a |
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546 [1, 12, 123, 1234] |
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547 >>> # Remove some: |
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548 ... a[0:2] = [] |
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549 >>> a |
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550 [123, 1234] |
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551 >>> # Insert some: |
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552 ... a[1:1] = ['bletch', 'xyzzy'] |
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553 >>> a |
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554 [123, 'bletch', 'xyzzy', 1234] |
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555 >>> # Insert (a copy of) itself at the beginning |
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556 >>> a[:0] = a |
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557 >>> a |
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558 [123, 'bletch', 'xyzzy', 1234, 123, 'bletch', 'xyzzy', 1234] |
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559 >>> # Clear the list: replace all items with an empty list |
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560 >>> a[:] = [] |
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561 >>> a |
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562 [] |
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563 |
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564 The built-in function :func:`len` also applies to lists:: |
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565 |
| 43806 | 566 >>> a = ['a', 'b', 'c', 'd'] |
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567 >>> len(a) |
| 43806 | 568 4 |
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569 |
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570 It is possible to nest lists (create lists containing other lists), for |
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571 example:: |
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572 |
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573 >>> q = [2, 3] |
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574 >>> p = [1, q, 4] |
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575 >>> len(p) |
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576 3 |
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577 >>> p[1] |
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578 [2, 3] |
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579 >>> p[1][0] |
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580 2 |
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581 >>> p[1].append('xtra') # See section 5.1 |
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582 >>> p |
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583 [1, [2, 3, 'xtra'], 4] |
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584 >>> q |
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585 [2, 3, 'xtra'] |
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586 |
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587 Note that in the last example, ``p[1]`` and ``q`` really refer to the same |
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588 object! We'll come back to *object semantics* later. |
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589 |
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590 |
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591 .. _tut-firststeps: |
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592 |
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593 First Steps Towards Programming |
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594 =============================== |
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595 |
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596 Of course, we can use Python for more complicated tasks than adding two and two |
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597 together. For instance, we can write an initial sub-sequence of the *Fibonacci* |
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598 series as follows:: |
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599 |
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600 >>> # Fibonacci series: |
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601 ... # the sum of two elements defines the next |
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602 ... a, b = 0, 1 |
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603 >>> while b < 10: |
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604 ... print b |
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605 ... a, b = b, a+b |
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606 ... |
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607 1 |
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608 1 |
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609 2 |
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610 3 |
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611 5 |
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612 8 |
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613 |
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614 This example introduces several new features. |
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615 |
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616 * The first line contains a *multiple assignment*: the variables ``a`` and ``b`` |
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617 simultaneously get the new values 0 and 1. On the last line this is used again, |
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618 demonstrating that the expressions on the right-hand side are all evaluated |
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619 first before any of the assignments take place. The right-hand side expressions |
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620 are evaluated from the left to the right. |
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621 |
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622 * The :keyword:`while` loop executes as long as the condition (here: ``b < 10``) |
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623 remains true. In Python, like in C, any non-zero integer value is true; zero is |
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624 false. The condition may also be a string or list value, in fact any sequence; |
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625 anything with a non-zero length is true, empty sequences are false. The test |
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626 used in the example is a simple comparison. The standard comparison operators |
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627 are written the same as in C: ``<`` (less than), ``>`` (greater than), ``==`` |
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628 (equal to), ``<=`` (less than or equal to), ``>=`` (greater than or equal to) |
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629 and ``!=`` (not equal to). |
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630 |
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631 * The *body* of the loop is *indented*: indentation is Python's way of grouping |
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632 statements. At the interactive prompt, you have to type a tab or space(s) for |
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633 each indented line. In practice you will prepare more complicated input |
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634 for Python with a text editor; all decent text editors have an auto-indent |
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635 facility. When a compound statement is entered interactively, it must be |
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636 followed by a blank line to indicate completion (since the parser cannot |
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637 guess when you have typed the last line). Note that each line within a basic |
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638 block must be indented by the same amount. |
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639 |
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640 * The :keyword:`print` statement writes the value of the expression(s) it is |
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641 given. It differs from just writing the expression you want to write (as we did |
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642 earlier in the calculator examples) in the way it handles multiple expressions |
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643 and strings. Strings are printed without quotes, and a space is inserted |
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644 between items, so you can format things nicely, like this:: |
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645 |
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646 >>> i = 256*256 |
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647 >>> print 'The value of i is', i |
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648 The value of i is 65536 |
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649 |
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650 A trailing comma avoids the newline after the output:: |
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651 |
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652 >>> a, b = 0, 1 |
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653 >>> while b < 1000: |
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654 ... print b, |
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655 ... a, b = b, a+b |
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656 ... |
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657 1 1 2 3 5 8 13 21 34 55 89 144 233 377 610 987 |
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658 |
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659 Note that the interpreter inserts a newline before it prints the next prompt if |
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660 the last line was not completed. |
