Mercurial > cpython-lru_cache-weakref
annotate Doc/library/csv.rst @ 79675:c0a2294de787 2.7
Issue #16199: Backport 2to3 typo fix from 3.2.
| author | Chris Jerdonek <chris.jerdonek@gmail.com> |
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| date | Thu, 11 Oct 2012 16:15:46 -0700 |
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1 |
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2 :mod:`csv` --- CSV File Reading and Writing |
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3 =========================================== |
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4 |
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5 .. module:: csv |
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6 :synopsis: Write and read tabular data to and from delimited files. |
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7 .. sectionauthor:: Skip Montanaro <skip@pobox.com> |
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8 |
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9 |
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10 .. versionadded:: 2.3 |
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11 |
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12 .. index:: |
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13 single: csv |
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14 pair: data; tabular |
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15 |
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16 The so-called CSV (Comma Separated Values) format is the most common import and |
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17 export format for spreadsheets and databases. There is no "CSV standard", so |
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18 the format is operationally defined by the many applications which read and |
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19 write it. The lack of a standard means that subtle differences often exist in |
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20 the data produced and consumed by different applications. These differences can |
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21 make it annoying to process CSV files from multiple sources. Still, while the |
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22 delimiters and quoting characters vary, the overall format is similar enough |
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23 that it is possible to write a single module which can efficiently manipulate |
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24 such data, hiding the details of reading and writing the data from the |
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25 programmer. |
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26 |
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27 The :mod:`csv` module implements classes to read and write tabular data in CSV |
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28 format. It allows programmers to say, "write this data in the format preferred |
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29 by Excel," or "read data from this file which was generated by Excel," without |
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30 knowing the precise details of the CSV format used by Excel. Programmers can |
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31 also describe the CSV formats understood by other applications or define their |
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32 own special-purpose CSV formats. |
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33 |
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34 The :mod:`csv` module's :class:`reader` and :class:`writer` objects read and |
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35 write sequences. Programmers can also read and write data in dictionary form |
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36 using the :class:`DictReader` and :class:`DictWriter` classes. |
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37 |
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38 .. note:: |
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39 |
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40 This version of the :mod:`csv` module doesn't support Unicode input. Also, |
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41 there are currently some issues regarding ASCII NUL characters. Accordingly, |
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42 all input should be UTF-8 or printable ASCII to be safe; see the examples in |
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43 section :ref:`csv-examples`. |
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44 |
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45 |
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46 .. seealso:: |
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47 |
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48 :pep:`305` - CSV File API |
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49 The Python Enhancement Proposal which proposed this addition to Python. |
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50 |
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51 |
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52 .. _csv-contents: |
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53 |
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54 Module Contents |
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55 --------------- |
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56 |
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57 The :mod:`csv` module defines the following functions: |
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58 |
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59 |
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60 .. function:: reader(csvfile, dialect='excel', **fmtparams) |
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61 |
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62 Return a reader object which will iterate over lines in the given *csvfile*. |
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63 *csvfile* can be any object which supports the :term:`iterator` protocol and returns a |
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64 string each time its :meth:`!next` method is called --- file objects and list |
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65 objects are both suitable. If *csvfile* is a file object, it must be opened |
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66 with the 'b' flag on platforms where that makes a difference. An optional |
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67 *dialect* parameter can be given which is used to define a set of parameters |
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68 specific to a particular CSV dialect. It may be an instance of a subclass of |
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69 the :class:`Dialect` class or one of the strings returned by the |
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70 :func:`list_dialects` function. The other optional *fmtparams* keyword arguments |
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71 can be given to override individual formatting parameters in the current |
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72 dialect. For full details about the dialect and formatting parameters, see |
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73 section :ref:`csv-fmt-params`. |
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74 |
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75 Each row read from the csv file is returned as a list of strings. No |
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76 automatic data type conversion is performed. |
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77 |
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78 A short usage example:: |
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79 |
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80 >>> import csv |
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81 >>> with open('eggs.csv', 'rb') as csvfile: |
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82 ... spamreader = csv.reader(csvfile, delimiter=' ', quotechar='|') |
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83 ... for row in spamreader: |
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84 ... print ', '.join(row) |
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85 Spam, Spam, Spam, Spam, Spam, Baked Beans |
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86 Spam, Lovely Spam, Wonderful Spam |
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87 |
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88 .. versionchanged:: 2.5 |
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89 The parser is now stricter with respect to multi-line quoted fields. Previously, |
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90 if a line ended within a quoted field without a terminating newline character, a |
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91 newline would be inserted into the returned field. This behavior caused problems |
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92 when reading files which contained carriage return characters within fields. |
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93 The behavior was changed to return the field without inserting newlines. As a |
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94 consequence, if newlines embedded within fields are important, the input should |
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95 be split into lines in a manner which preserves the newline characters. |
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96 |
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97 |
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98 .. function:: writer(csvfile, dialect='excel', **fmtparams) |
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99 |
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100 Return a writer object responsible for converting the user's data into delimited |
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101 strings on the given file-like object. *csvfile* can be any object with a |
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102 :func:`write` method. If *csvfile* is a file object, it must be opened with the |
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103 'b' flag on platforms where that makes a difference. An optional *dialect* |
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104 parameter can be given which is used to define a set of parameters specific to a |
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105 particular CSV dialect. It may be an instance of a subclass of the |
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106 :class:`Dialect` class or one of the strings returned by the |
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107 :func:`list_dialects` function. The other optional *fmtparams* keyword arguments |
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108 can be given to override individual formatting parameters in the current |
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109 dialect. For full details about the dialect and formatting parameters, see |
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110 section :ref:`csv-fmt-params`. To make it |
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111 as easy as possible to interface with modules which implement the DB API, the |
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112 value :const:`None` is written as the empty string. While this isn't a |
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113 reversible transformation, it makes it easier to dump SQL NULL data values to |
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114 CSV files without preprocessing the data returned from a ``cursor.fetch*`` call. |
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115 All other non-string data are stringified with :func:`str` before being written. |
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116 |
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117 A short usage example:: |
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118 |
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119 import csv |
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120 with open('eggs.csv', 'wb') as csvfile: |
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121 spamwriter = csv.writer(csvfile, delimiter=' ', |
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122 quotechar='|', quoting=csv.QUOTE_MINIMAL) |
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123 spamwriter.writerow(['Spam'] * 5 + ['Baked Beans']) |
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124 spamwriter.writerow(['Spam', 'Lovely Spam', 'Wonderful Spam']) |
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125 |
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126 |
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127 .. function:: register_dialect(name[, dialect], **fmtparams) |
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128 |
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129 Associate *dialect* with *name*. *name* must be a string or Unicode object. The |
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130 dialect can be specified either by passing a sub-class of :class:`Dialect`, or |
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131 by *fmtparams* keyword arguments, or both, with keyword arguments overriding |
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132 parameters of the dialect. For full details about the dialect and formatting |
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133 parameters, see section :ref:`csv-fmt-params`. |
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134 |
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135 |
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136 .. function:: unregister_dialect(name) |
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137 |
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138 Delete the dialect associated with *name* from the dialect registry. An |
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139 :exc:`Error` is raised if *name* is not a registered dialect name. |
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140 |
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141 |
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142 .. function:: get_dialect(name) |
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143 |
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144 Return the dialect associated with *name*. An :exc:`Error` is raised if *name* |
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145 is not a registered dialect name. |
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146 |
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147 .. versionchanged:: 2.5 |
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148 This function now returns an immutable :class:`Dialect`. Previously an |
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149 instance of the requested dialect was returned. Users could modify the |
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150 underlying class, changing the behavior of active readers and writers. |
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151 |
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152 .. function:: list_dialects() |
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153 |
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154 Return the names of all registered dialects. |
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155 |
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156 |
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157 .. function:: field_size_limit([new_limit]) |
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158 |
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159 Returns the current maximum field size allowed by the parser. If *new_limit* is |
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160 given, this becomes the new limit. |
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161 |
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162 .. versionadded:: 2.5 |
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163 |
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164 The :mod:`csv` module defines the following classes: |
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165 |
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166 |
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167 .. class:: DictReader(csvfile, fieldnames=None, restkey=None, restval=None, dialect='excel', *args, **kwds) |
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168 |
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169 Create an object which operates like a regular reader but maps the information |
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170 read into a dict whose keys are given by the optional *fieldnames* parameter. |
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171 If the *fieldnames* parameter is omitted, the values in the first row of the |
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172 *csvfile* will be used as the fieldnames. If the row read has more fields |
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173 than the fieldnames sequence, the remaining data is added as a sequence |
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174 keyed by the value of *restkey*. If the row read has fewer fields than the |
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175 fieldnames sequence, the remaining keys take the value of the optional |
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176 *restval* parameter. Any other optional or keyword arguments are passed to |
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177 the underlying :class:`reader` instance. |
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178 |
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179 |
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180 .. class:: DictWriter(csvfile, fieldnames, restval='', extrasaction='raise', dialect='excel', *args, **kwds) |
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181 |
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182 Create an object which operates like a regular writer but maps dictionaries onto |
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183 output rows. The *fieldnames* parameter identifies the order in which values in |
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184 the dictionary passed to the :meth:`writerow` method are written to the |
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185 *csvfile*. The optional *restval* parameter specifies the value to be written |
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186 if the dictionary is missing a key in *fieldnames*. If the dictionary passed to |
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187 the :meth:`writerow` method contains a key not found in *fieldnames*, the |
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188 optional *extrasaction* parameter indicates what action to take. If it is set |
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189 to ``'raise'`` a :exc:`ValueError` is raised. If it is set to ``'ignore'``, |
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190 extra values in the dictionary are ignored. Any other optional or keyword |
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191 arguments are passed to the underlying :class:`writer` instance. |
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192 |
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193 Note that unlike the :class:`DictReader` class, the *fieldnames* parameter of |
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194 the :class:`DictWriter` is not optional. Since Python's :class:`dict` objects |
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195 are not ordered, there is not enough information available to deduce the order |
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196 in which the row should be written to the *csvfile*. |
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197 |
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198 |
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199 .. class:: Dialect |
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200 |
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201 The :class:`Dialect` class is a container class relied on primarily for its |
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202 attributes, which are used to define the parameters for a specific |
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203 :class:`reader` or :class:`writer` instance. |
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204 |
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205 |
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206 .. class:: excel() |
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207 |
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208 The :class:`excel` class defines the usual properties of an Excel-generated CSV |
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209 file. It is registered with the dialect name ``'excel'``. |
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210 |
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211 |
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212 .. class:: excel_tab() |
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213 |
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214 The :class:`excel_tab` class defines the usual properties of an Excel-generated |
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215 TAB-delimited file. It is registered with the dialect name ``'excel-tab'``. |
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216 |
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217 |
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218 .. class:: Sniffer() |
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219 |
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220 The :class:`Sniffer` class is used to deduce the format of a CSV file. |
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221 |
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222 The :class:`Sniffer` class provides two methods: |
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223 |
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224 .. method:: sniff(sample, delimiters=None) |
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225 |
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226 Analyze the given *sample* and return a :class:`Dialect` subclass |
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227 reflecting the parameters found. If the optional *delimiters* parameter |
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228 is given, it is interpreted as a string containing possible valid |
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229 delimiter characters. |
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230 |
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231 |
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232 .. method:: has_header(sample) |
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233 |
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234 Analyze the sample text (presumed to be in CSV format) and return |
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235 :const:`True` if the first row appears to be a series of column headers. |
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236 |
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237 An example for :class:`Sniffer` use:: |
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238 |
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239 with open('example.csv', 'rb') as csvfile: |
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240 dialect = csv.Sniffer().sniff(csvfile.read(1024)) |
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241 csvfile.seek(0) |
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242 reader = csv.reader(csvfile, dialect) |
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243 # ... process CSV file contents here ... |
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244 |
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245 |
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246 The :mod:`csv` module defines the following constants: |
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247 |
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248 .. data:: QUOTE_ALL |
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249 |
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250 Instructs :class:`writer` objects to quote all fields. |
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251 |
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252 |
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253 .. data:: QUOTE_MINIMAL |
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254 |
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255 Instructs :class:`writer` objects to only quote those fields which contain |
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256 special characters such as *delimiter*, *quotechar* or any of the characters in |
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257 *lineterminator*. |
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258 |
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259 |
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260 .. data:: QUOTE_NONNUMERIC |
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261 |
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262 Instructs :class:`writer` objects to quote all non-numeric fields. |
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263 |
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264 Instructs the reader to convert all non-quoted fields to type *float*. |
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265 |
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266 |
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267 .. data:: QUOTE_NONE |
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268 |
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269 Instructs :class:`writer` objects to never quote fields. When the current |
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270 *delimiter* occurs in output data it is preceded by the current *escapechar* |
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271 character. If *escapechar* is not set, the writer will raise :exc:`Error` if |
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272 any characters that require escaping are encountered. |
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273 |
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274 Instructs :class:`reader` to perform no special processing of quote characters. |
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275 |
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276 The :mod:`csv` module defines the following exception: |
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277 |
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278 |
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279 .. exception:: Error |
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280 |
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281 Raised by any of the functions when an error is detected. |
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282 |
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283 |
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284 .. _csv-fmt-params: |
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285 |
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286 Dialects and Formatting Parameters |
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287 ---------------------------------- |
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288 |
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289 To make it easier to specify the format of input and output records, specific |
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290 formatting parameters are grouped together into dialects. A dialect is a |
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291 subclass of the :class:`Dialect` class having a set of specific methods and a |
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292 single :meth:`validate` method. When creating :class:`reader` or |
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293 :class:`writer` objects, the programmer can specify a string or a subclass of |
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294 the :class:`Dialect` class as the dialect parameter. In addition to, or instead |
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295 of, the *dialect* parameter, the programmer can also specify individual |
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296 formatting parameters, which have the same names as the attributes defined below |
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297 for the :class:`Dialect` class. |
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298 |
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299 Dialects support the following attributes: |
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300 |
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301 |
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302 .. attribute:: Dialect.delimiter |
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303 |
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304 A one-character string used to separate fields. It defaults to ``','``. |
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305 |
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306 |
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307 .. attribute:: Dialect.doublequote |
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308 |
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309 Controls how instances of *quotechar* appearing inside a field should be |
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310 themselves be quoted. When :const:`True`, the character is doubled. When |
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311 :const:`False`, the *escapechar* is used as a prefix to the *quotechar*. It |
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312 defaults to :const:`True`. |
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313 |
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314 On output, if *doublequote* is :const:`False` and no *escapechar* is set, |
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315 :exc:`Error` is raised if a *quotechar* is found in a field. |
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316 |
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317 |
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318 .. attribute:: Dialect.escapechar |
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319 |
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320 A one-character string used by the writer to escape the *delimiter* if *quoting* |
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321 is set to :const:`QUOTE_NONE` and the *quotechar* if *doublequote* is |
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322 :const:`False`. On reading, the *escapechar* removes any special meaning from |
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323 the following character. It defaults to :const:`None`, which disables escaping. |
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324 |
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325 |
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326 .. attribute:: Dialect.lineterminator |
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327 |
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328 The string used to terminate lines produced by the :class:`writer`. It defaults |
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329 to ``'\r\n'``. |
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330 |
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331 .. note:: |
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332 |
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333 The :class:`reader` is hard-coded to recognise either ``'\r'`` or ``'\n'`` as |
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334 end-of-line, and ignores *lineterminator*. This behavior may change in the |
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335 future. |
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336 |
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337 |
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338 .. attribute:: Dialect.quotechar |
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339 |
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340 A one-character string used to quote fields containing special characters, such |
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341 as the *delimiter* or *quotechar*, or which contain new-line characters. It |
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342 defaults to ``'"'``. |
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343 |
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344 |
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345 .. attribute:: Dialect.quoting |
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346 |
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347 Controls when quotes should be generated by the writer and recognised by the |
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348 reader. It can take on any of the :const:`QUOTE_\*` constants (see section |
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349 :ref:`csv-contents`) and defaults to :const:`QUOTE_MINIMAL`. |
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350 |
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351 |
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352 .. attribute:: Dialect.skipinitialspace |
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353 |
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354 When :const:`True`, whitespace immediately following the *delimiter* is ignored. |
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355 The default is :const:`False`. |
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356 |
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357 |
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358 Reader Objects |
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359 -------------- |
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360 |
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361 Reader objects (:class:`DictReader` instances and objects returned by the |
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362 :func:`reader` function) have the following public methods: |
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363 |
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364 |
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365 .. method:: csvreader.next() |
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366 |
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367 Return the next row of the reader's iterable object as a list, parsed according |
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368 to the current dialect. |
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369 |
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370 Reader objects have the following public attributes: |
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371 |
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372 |
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373 .. attribute:: csvreader.dialect |
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374 |
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375 A read-only description of the dialect in use by the parser. |
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376 |
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377 |
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378 .. attribute:: csvreader.line_num |
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379 |
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380 The number of lines read from the source iterator. This is not the same as the |
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381 number of records returned, as records can span multiple lines. |
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382 |
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383 .. versionadded:: 2.5 |
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384 |
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385 |
| 48198 | 386 DictReader objects have the following public attribute: |
| 387 | |
| 388 | |
| 389 .. attribute:: csvreader.fieldnames | |
| 390 | |
| 391 If not passed as a parameter when creating the object, this attribute is | |
| 392 initialized upon first access or when the first record is read from the | |
| 393 file. | |
| 394 | |
| 395 .. versionchanged:: 2.6 | |
| 396 | |
| 397 | |
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398 Writer Objects |
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399 -------------- |
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400 |
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401 :class:`Writer` objects (:class:`DictWriter` instances and objects returned by |
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402 the :func:`writer` function) have the following public methods. A *row* must be |
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403 a sequence of strings or numbers for :class:`Writer` objects and a dictionary |
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404 mapping fieldnames to strings or numbers (by passing them through :func:`str` |
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405 first) for :class:`DictWriter` objects. Note that complex numbers are written |
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406 out surrounded by parens. This may cause some problems for other programs which |
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407 read CSV files (assuming they support complex numbers at all). |
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408 |
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409 |
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410 .. method:: csvwriter.writerow(row) |
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411 |
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412 Write the *row* parameter to the writer's file object, formatted according to |
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413 the current dialect. |
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414 |
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415 |
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416 .. method:: csvwriter.writerows(rows) |
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417 |
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418 Write all the *rows* parameters (a list of *row* objects as described above) to |
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419 the writer's file object, formatted according to the current dialect. |
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420 |
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421 Writer objects have the following public attribute: |
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422 |
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423 |
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424 .. attribute:: csvwriter.dialect |
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425 |
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426 A read-only description of the dialect in use by the writer. |
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427 |
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428 |
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429 DictWriter objects have the following public method: |
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430 |
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431 |
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432 .. method:: DictWriter.writeheader() |
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433 |
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434 Write a row with the field names (as specified in the constructor). |
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435 |
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436 .. versionadded:: 2.7 |
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437 |
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438 |
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439 .. _csv-examples: |
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440 |
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441 Examples |
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442 -------- |
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443 |
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444 The simplest example of reading a CSV file:: |
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445 |
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446 import csv |
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447 with open('some.csv', 'rb') as f: |
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448 reader = csv.reader(f) |
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449 for row in reader: |
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450 print row |
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451 |
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452 Reading a file with an alternate format:: |
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453 |
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454 import csv |
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455 with open('passwd', 'rb') as f: |
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456 reader = csv.reader(f, delimiter=':', quoting=csv.QUOTE_NONE) |
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457 for row in reader: |
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458 print row |
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459 |
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460 The corresponding simplest possible writing example is:: |
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461 |
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462 import csv |
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463 with open('some.csv', 'wb') as f: |
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464 writer = csv.writer(f) |
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465 writer.writerows(someiterable) |
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466 |
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467 Registering a new dialect:: |
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468 |
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469 import csv |
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470 csv.register_dialect('unixpwd', delimiter=':', quoting=csv.QUOTE_NONE) |
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471 with open('passwd', 'rb') as f: |
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472 reader = csv.reader(f, 'unixpwd') |
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473 |
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474 A slightly more advanced use of the reader --- catching and reporting errors:: |
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475 |
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476 import csv, sys |
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477 filename = 'some.csv' |
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478 with open(filename, 'rb') as f: |
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479 reader = csv.reader(f) |
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480 try: |
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481 for row in reader: |
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482 print row |
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483 except csv.Error, e: |
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484 sys.exit('file %s, line %d: %s' % (filename, reader.line_num, e)) |
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485 |
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486 And while the module doesn't directly support parsing strings, it can easily be |
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487 done:: |
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488 |
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489 import csv |
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490 for row in csv.reader(['one,two,three']): |
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491 print row |
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492 |
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493 The :mod:`csv` module doesn't directly support reading and writing Unicode, but |
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494 it is 8-bit-clean save for some problems with ASCII NUL characters. So you can |
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495 write functions or classes that handle the encoding and decoding for you as long |
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496 as you avoid encodings like UTF-16 that use NULs. UTF-8 is recommended. |
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497 |
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498 :func:`unicode_csv_reader` below is a :term:`generator` that wraps :class:`csv.reader` |
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499 to handle Unicode CSV data (a list of Unicode strings). :func:`utf_8_encoder` |
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500 is a :term:`generator` that encodes the Unicode strings as UTF-8, one string (or row) at |
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501 a time. The encoded strings are parsed by the CSV reader, and |
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502 :func:`unicode_csv_reader` decodes the UTF-8-encoded cells back into Unicode:: |
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503 |
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504 import csv |
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505 |
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506 def unicode_csv_reader(unicode_csv_data, dialect=csv.excel, **kwargs): |
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507 # csv.py doesn't do Unicode; encode temporarily as UTF-8: |
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508 csv_reader = csv.reader(utf_8_encoder(unicode_csv_data), |
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509 dialect=dialect, **kwargs) |
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510 for row in csv_reader: |
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511 # decode UTF-8 back to Unicode, cell by cell: |
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512 yield [unicode(cell, 'utf-8') for cell in row] |
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513 |
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514 def utf_8_encoder(unicode_csv_data): |
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515 for line in unicode_csv_data: |
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516 yield line.encode('utf-8') |
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517 |
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518 For all other encodings the following :class:`UnicodeReader` and |
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519 :class:`UnicodeWriter` classes can be used. They take an additional *encoding* |
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520 parameter in their constructor and make sure that the data passes the real |
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521 reader or writer encoded as UTF-8:: |
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522 |
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523 import csv, codecs, cStringIO |
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524 |
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525 class UTF8Recoder: |
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526 """ |
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527 Iterator that reads an encoded stream and reencodes the input to UTF-8 |
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528 """ |
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529 def __init__(self, f, encoding): |
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530 self.reader = codecs.getreader(encoding)(f) |
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531 |
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532 def __iter__(self): |
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533 return self |
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534 |
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535 def next(self): |
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536 return self.reader.next().encode("utf-8") |
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537 |
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538 class UnicodeReader: |
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539 """ |
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540 A CSV reader which will iterate over lines in the CSV file "f", |
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541 which is encoded in the given encoding. |
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542 """ |
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543 |
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544 def __init__(self, f, dialect=csv.excel, encoding="utf-8", **kwds): |
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545 f = UTF8Recoder(f, encoding) |
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546 self.reader = csv.reader(f, dialect=dialect, **kwds) |
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547 |
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548 def next(self): |
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549 row = self.reader.next() |
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550 return [unicode(s, "utf-8") for s in row] |
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551 |
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552 def __iter__(self): |
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553 return self |
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554 |
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555 class UnicodeWriter: |
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556 """ |
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557 A CSV writer which will write rows to CSV file "f", |
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558 which is encoded in the given encoding. |
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559 """ |
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560 |
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561 def __init__(self, f, dialect=csv.excel, encoding="utf-8", **kwds): |
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562 # Redirect output to a queue |
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563 self.queue = cStringIO.StringIO() |
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564 self.writer = csv.writer(self.queue, dialect=dialect, **kwds) |
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565 self.stream = f |
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566 self.encoder = codecs.getincrementalencoder(encoding)() |
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567 |
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568 def writerow(self, row): |
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569 self.writer.writerow([s.encode("utf-8") for s in row]) |
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570 # Fetch UTF-8 output from the queue ... |
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571 data = self.queue.getvalue() |
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572 data = data.decode("utf-8") |
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573 # ... and reencode it into the target encoding |
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574 data = self.encoder.encode(data) |
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575 # write to the target stream |
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576 self.stream.write(data) |
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577 # empty queue |
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578 self.queue.truncate(0) |
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579 |
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580 def writerows(self, rows): |
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581 for row in rows: |
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582 self.writerow(row) |
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583 |
