annotate Doc/library/difflib.rst @ 44396:6556f3f22c19

Merged revisions 59605-59624 via svnmerge from svn+ssh://pythondev@svn.python.org/python/trunk ........ r59606 | georg.brandl | 2007-12-29 11:57:00 +0100 (Sat, 29 Dec 2007) | 2 lines Some cleanup in the docs. ........ r59611 | martin.v.loewis | 2007-12-29 19:49:21 +0100 (Sat, 29 Dec 2007) | 2 lines Bug #1699: Define _BSD_SOURCE only on OpenBSD. ........ r59612 | raymond.hettinger | 2007-12-29 23:09:34 +0100 (Sat, 29 Dec 2007) | 1 line Simpler documentation for itertools.tee(). Should be backported. ........ r59613 | raymond.hettinger | 2007-12-29 23:16:24 +0100 (Sat, 29 Dec 2007) | 1 line Improve docs for itertools.groupby(). The use of xrange(0) to create a unique object is less obvious than object(). ........ r59620 | christian.heimes | 2007-12-31 15:47:07 +0100 (Mon, 31 Dec 2007) | 3 lines Added wininst-9.0.exe executable for VS 2008 Integrated bdist_wininst into PCBuild9 directory ........ r59621 | christian.heimes | 2007-12-31 15:51:18 +0100 (Mon, 31 Dec 2007) | 1 line Moved PCbuild directory to PC/VS7.1 ........ r59622 | christian.heimes | 2007-12-31 15:59:26 +0100 (Mon, 31 Dec 2007) | 1 line Fix paths for build bot ........ r59623 | christian.heimes | 2007-12-31 16:02:41 +0100 (Mon, 31 Dec 2007) | 1 line Fix paths for build bot, part 2 ........ r59624 | christian.heimes | 2007-12-31 16:18:55 +0100 (Mon, 31 Dec 2007) | 1 line Renamed PCBuild9 directory to PCBuild ........
author Christian Heimes <christian@cheimes.de>
date Mon, 31 Dec 2007 16:14:33 +0000
parents 317ba53cd45c
children bd85879effa6
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2 :mod:`difflib` --- Helpers for computing deltas
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3 ===============================================
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4
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5 .. module:: difflib
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6 :synopsis: Helpers for computing differences between objects.
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7 .. moduleauthor:: Tim Peters <tim_one@users.sourceforge.net>
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8 .. sectionauthor:: Tim Peters <tim_one@users.sourceforge.net>
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9 .. Markup by Fred L. Drake, Jr. <fdrake@acm.org>
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13 This module provides classes and functions for comparing sequences. It
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14 can be used for example, for comparing files, and can produce difference
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15 information in various formats, including HTML and context and unified
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16 diffs. For comparing directories and files, see also, the :mod:`filecmp` module.
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17
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18 .. class:: SequenceMatcher
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19
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20 This is a flexible class for comparing pairs of sequences of any type, so long
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21 as the sequence elements are :term:`hashable`. The basic algorithm predates, and is a
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22 little fancier than, an algorithm published in the late 1980's by Ratcliff and
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23 Obershelp under the hyperbolic name "gestalt pattern matching." The idea is to
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24 find the longest contiguous matching subsequence that contains no "junk"
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25 elements (the Ratcliff and Obershelp algorithm doesn't address junk). The same
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26 idea is then applied recursively to the pieces of the sequences to the left and
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27 to the right of the matching subsequence. This does not yield minimal edit
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28 sequences, but does tend to yield matches that "look right" to people.
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29
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30 **Timing:** The basic Ratcliff-Obershelp algorithm is cubic time in the worst
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31 case and quadratic time in the expected case. :class:`SequenceMatcher` is
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32 quadratic time for the worst case and has expected-case behavior dependent in a
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33 complicated way on how many elements the sequences have in common; best case
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34 time is linear.
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35
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37 .. class:: Differ
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38
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39 This is a class for comparing sequences of lines of text, and producing
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40 human-readable differences or deltas. Differ uses :class:`SequenceMatcher`
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41 both to compare sequences of lines, and to compare sequences of characters
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42 within similar (near-matching) lines.
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43
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44 Each line of a :class:`Differ` delta begins with a two-letter code:
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45
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46 +----------+-------------------------------------------+
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47 | Code | Meaning |
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48 +==========+===========================================+
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49 | ``'- '`` | line unique to sequence 1 |
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50 +----------+-------------------------------------------+
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51 | ``'+ '`` | line unique to sequence 2 |
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52 +----------+-------------------------------------------+
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53 | ``' '`` | line common to both sequences |
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54 +----------+-------------------------------------------+
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55 | ``'? '`` | line not present in either input sequence |
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56 +----------+-------------------------------------------+
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57
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58 Lines beginning with '``?``' attempt to guide the eye to intraline differences,
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59 and were not present in either input sequence. These lines can be confusing if
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60 the sequences contain tab characters.
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61
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62
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63 .. class:: HtmlDiff
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64
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65 This class can be used to create an HTML table (or a complete HTML file
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66 containing the table) showing a side by side, line by line comparison of text
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67 with inter-line and intra-line change highlights. The table can be generated in
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68 either full or contextual difference mode.
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69
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70 The constructor for this class is:
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71
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73 .. function:: __init__([tabsize][, wrapcolumn][, linejunk][, charjunk])
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75 Initializes instance of :class:`HtmlDiff`.
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76
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77 *tabsize* is an optional keyword argument to specify tab stop spacing and
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78 defaults to ``8``.
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79
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80 *wrapcolumn* is an optional keyword to specify column number where lines are
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81 broken and wrapped, defaults to ``None`` where lines are not wrapped.
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82
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83 *linejunk* and *charjunk* are optional keyword arguments passed into ``ndiff()``
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84 (used by :class:`HtmlDiff` to generate the side by side HTML differences). See
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85 ``ndiff()`` documentation for argument default values and descriptions.
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86
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87 The following methods are public:
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88
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89
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90 .. function:: make_file(fromlines, tolines [, fromdesc][, todesc][, context][, numlines])
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91
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92 Compares *fromlines* and *tolines* (lists of strings) and returns a string which
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93 is a complete HTML file containing a table showing line by line differences with
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94 inter-line and intra-line changes highlighted.
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95
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96 *fromdesc* and *todesc* are optional keyword arguments to specify from/to file
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97 column header strings (both default to an empty string).
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98
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99 *context* and *numlines* are both optional keyword arguments. Set *context* to
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100 ``True`` when contextual differences are to be shown, else the default is
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101 ``False`` to show the full files. *numlines* defaults to ``5``. When *context*
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102 is ``True`` *numlines* controls the number of context lines which surround the
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103 difference highlights. When *context* is ``False`` *numlines* controls the
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104 number of lines which are shown before a difference highlight when using the
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105 "next" hyperlinks (setting to zero would cause the "next" hyperlinks to place
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106 the next difference highlight at the top of the browser without any leading
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107 context).
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108
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109
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110 .. function:: make_table(fromlines, tolines [, fromdesc][, todesc][, context][, numlines])
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111
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112 Compares *fromlines* and *tolines* (lists of strings) and returns a string which
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113 is a complete HTML table showing line by line differences with inter-line and
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114 intra-line changes highlighted.
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115
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116 The arguments for this method are the same as those for the :meth:`make_file`
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117 method.
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118
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119 :file:`Tools/scripts/diff.py` is a command-line front-end to this class and
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120 contains a good example of its use.
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121
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122
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123 .. function:: context_diff(a, b[, fromfile][, tofile][, fromfiledate][, tofiledate][, n][, lineterm])
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124
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125 Compare *a* and *b* (lists of strings); return a delta (a :term:`generator`
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126 generating the delta lines) in context diff format.
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127
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128 Context diffs are a compact way of showing just the lines that have changed plus
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129 a few lines of context. The changes are shown in a before/after style. The
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130 number of context lines is set by *n* which defaults to three.
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131
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132 By default, the diff control lines (those with ``***`` or ``---``) are created
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133 with a trailing newline. This is helpful so that inputs created from
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134 :func:`file.readlines` result in diffs that are suitable for use with
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135 :func:`file.writelines` since both the inputs and outputs have trailing
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136 newlines.
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137
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138 For inputs that do not have trailing newlines, set the *lineterm* argument to
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139 ``""`` so that the output will be uniformly newline free.
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140
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141 The context diff format normally has a header for filenames and modification
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142 times. Any or all of these may be specified using strings for *fromfile*,
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143 *tofile*, *fromfiledate*, and *tofiledate*. The modification times are normally
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144 expressed in the format returned by :func:`time.ctime`. If not specified, the
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145 strings default to blanks.
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146
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147 :file:`Tools/scripts/diff.py` is a command-line front-end for this function.
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148
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149
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150 .. function:: get_close_matches(word, possibilities[, n][, cutoff])
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151
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152 Return a list of the best "good enough" matches. *word* is a sequence for which
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153 close matches are desired (typically a string), and *possibilities* is a list of
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154 sequences against which to match *word* (typically a list of strings).
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155
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156 Optional argument *n* (default ``3``) is the maximum number of close matches to
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157 return; *n* must be greater than ``0``.
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158
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159 Optional argument *cutoff* (default ``0.6``) is a float in the range [0, 1].
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160 Possibilities that don't score at least that similar to *word* are ignored.
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161
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162 The best (no more than *n*) matches among the possibilities are returned in a
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163 list, sorted by similarity score, most similar first. ::
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164
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165 >>> get_close_matches('appel', ['ape', 'apple', 'peach', 'puppy'])
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166 ['apple', 'ape']
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167 >>> import keyword
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168 >>> get_close_matches('wheel', keyword.kwlist)
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169 ['while']
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170 >>> get_close_matches('apple', keyword.kwlist)
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171 []
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172 >>> get_close_matches('accept', keyword.kwlist)
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173 ['except']
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174
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175
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176 .. function:: ndiff(a, b[, linejunk][, charjunk])
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177
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178 Compare *a* and *b* (lists of strings); return a :class:`Differ`\ -style
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179 delta (a :term:`generator` generating the delta lines).
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180
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181 Optional keyword parameters *linejunk* and *charjunk* are for filter functions
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182 (or ``None``):
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183
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184 *linejunk*: A function that accepts a single string argument, and returns true
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185 if the string is junk, or false if not. The default is (``None``), starting with
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186 Python 2.3. Before then, the default was the module-level function
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187 :func:`IS_LINE_JUNK`, which filters out lines without visible characters, except
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188 for at most one pound character (``'#'``). As of Python 2.3, the underlying
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189 :class:`SequenceMatcher` class does a dynamic analysis of which lines are so
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190 frequent as to constitute noise, and this usually works better than the pre-2.3
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191 default.
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192
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193 *charjunk*: A function that accepts a character (a string of length 1), and
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194 returns if the character is junk, or false if not. The default is module-level
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195 function :func:`IS_CHARACTER_JUNK`, which filters out whitespace characters (a
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196 blank or tab; note: bad idea to include newline in this!).
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197
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198 :file:`Tools/scripts/ndiff.py` is a command-line front-end to this function. ::
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199
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200 >>> diff = ndiff('one\ntwo\nthree\n'.splitlines(1),
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201 ... 'ore\ntree\nemu\n'.splitlines(1))
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202 >>> print(''.join(diff), end="")
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203 - one
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204 ? ^
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205 + ore
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206 ? ^
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207 - two
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208 - three
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209 ? -
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210 + tree
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211 + emu
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212
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213
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214 .. function:: restore(sequence, which)
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215
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216 Return one of the two sequences that generated a delta.
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217
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218 Given a *sequence* produced by :meth:`Differ.compare` or :func:`ndiff`, extract
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219 lines originating from file 1 or 2 (parameter *which*), stripping off line
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220 prefixes.
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221
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222 Example::
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223
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224 >>> diff = ndiff('one\ntwo\nthree\n'.splitlines(1),
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225 ... 'ore\ntree\nemu\n'.splitlines(1))
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226 >>> diff = list(diff) # materialize the generated delta into a list
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227 >>> print(''.join(restore(diff, 1)), end="")
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228 one
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229 two
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230 three
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231 >>> print(''.join(restore(diff, 2)), end="")
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232 ore
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233 tree
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234 emu
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235
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236
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237 .. function:: unified_diff(a, b[, fromfile][, tofile][, fromfiledate][, tofiledate][, n][, lineterm])
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238
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239 Compare *a* and *b* (lists of strings); return a delta (a :term:`generator`
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240 generating the delta lines) in unified diff format.
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241
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242 Unified diffs are a compact way of showing just the lines that have changed plus
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243 a few lines of context. The changes are shown in a inline style (instead of
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244 separate before/after blocks). The number of context lines is set by *n* which
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245 defaults to three.
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246
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247 By default, the diff control lines (those with ``---``, ``+++``, or ``@@``) are
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248 created with a trailing newline. This is helpful so that inputs created from
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249 :func:`file.readlines` result in diffs that are suitable for use with
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250 :func:`file.writelines` since both the inputs and outputs have trailing
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251 newlines.
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252
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253 For inputs that do not have trailing newlines, set the *lineterm* argument to
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254 ``""`` so that the output will be uniformly newline free.
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255
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256 The context diff format normally has a header for filenames and modification
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257 times. Any or all of these may be specified using strings for *fromfile*,
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258 *tofile*, *fromfiledate*, and *tofiledate*. The modification times are normally
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259 expressed in the format returned by :func:`time.ctime`. If not specified, the
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260 strings default to blanks.
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261
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262 :file:`Tools/scripts/diff.py` is a command-line front-end for this function.
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263
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264
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265 .. function:: IS_LINE_JUNK(line)
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266
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267 Return true for ignorable lines. The line *line* is ignorable if *line* is
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268 blank or contains a single ``'#'``, otherwise it is not ignorable. Used as a
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269 default for parameter *linejunk* in :func:`ndiff` before Python 2.3.
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270
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271
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272 .. function:: IS_CHARACTER_JUNK(ch)
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273
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274 Return true for ignorable characters. The character *ch* is ignorable if *ch*
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275 is a space or tab, otherwise it is not ignorable. Used as a default for
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276 parameter *charjunk* in :func:`ndiff`.
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277
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278
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279 .. seealso::
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280
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281 `Pattern Matching: The Gestalt Approach <http://www.ddj.com/184407970?pgno=5>`_
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282 Discussion of a similar algorithm by John W. Ratcliff and D. E. Metzener. This
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283 was published in `Dr. Dobb's Journal <http://www.ddj.com/>`_ in July, 1988.
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284
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285
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286 .. _sequence-matcher:
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287
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288 SequenceMatcher Objects
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289 -----------------------
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290
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291 The :class:`SequenceMatcher` class has this constructor:
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292
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293
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294 .. class:: SequenceMatcher([isjunk[, a[, b]]])
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295
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296 Optional argument *isjunk* must be ``None`` (the default) or a one-argument
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297 function that takes a sequence element and returns true if and only if the
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298 element is "junk" and should be ignored. Passing ``None`` for *isjunk* is
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299 equivalent to passing ``lambda x: 0``; in other words, no elements are ignored.
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300 For example, pass::
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301
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302 lambda x: x in " \t"
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303
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304 if you're comparing lines as sequences of characters, and don't want to synch up
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305 on blanks or hard tabs.
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306
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307 The optional arguments *a* and *b* are sequences to be compared; both default to
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308 empty strings. The elements of both sequences must be :term:`hashable`.
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309
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310 :class:`SequenceMatcher` objects have the following methods:
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311
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312
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313 .. method:: SequenceMatcher.set_seqs(a, b)
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314
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315 Set the two sequences to be compared.
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316
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317 :class:`SequenceMatcher` computes and caches detailed information about the
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318 second sequence, so if you want to compare one sequence against many sequences,
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319 use :meth:`set_seq2` to set the commonly used sequence once and call
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320 :meth:`set_seq1` repeatedly, once for each of the other sequences.
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321
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322
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323 .. method:: SequenceMatcher.set_seq1(a)
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324
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325 Set the first sequence to be compared. The second sequence to be compared is
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326 not changed.
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327
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328
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329 .. method:: SequenceMatcher.set_seq2(b)
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330
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331 Set the second sequence to be compared. The first sequence to be compared is
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332 not changed.
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333
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334
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335 .. method:: SequenceMatcher.find_longest_match(alo, ahi, blo, bhi)
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336
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337 Find longest matching block in ``a[alo:ahi]`` and ``b[blo:bhi]``.
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338
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339 If *isjunk* was omitted or ``None``, :meth:`get_longest_match` returns ``(i, j,
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340 k)`` such that ``a[i:i+k]`` is equal to ``b[j:j+k]``, where ``alo <= i <= i+k <=
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341 ahi`` and ``blo <= j <= j+k <= bhi``. For all ``(i', j', k')`` meeting those
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342 conditions, the additional conditions ``k >= k'``, ``i <= i'``, and if ``i ==
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343 i'``, ``j <= j'`` are also met. In other words, of all maximal matching blocks,
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344 return one that starts earliest in *a*, and of all those maximal matching blocks
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345 that start earliest in *a*, return the one that starts earliest in *b*. ::
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346
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347 >>> s = SequenceMatcher(None, " abcd", "abcd abcd")
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348 >>> s.find_longest_match(0, 5, 0, 9)
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349 (0, 4, 5)
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350
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351 If *isjunk* was provided, first the longest matching block is determined as
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352 above, but with the additional restriction that no junk element appears in the
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353 block. Then that block is extended as far as possible by matching (only) junk
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354 elements on both sides. So the resulting block never matches on junk except as
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355 identical junk happens to be adjacent to an interesting match.
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356
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357 Here's the same example as before, but considering blanks to be junk. That
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358 prevents ``' abcd'`` from matching the ``' abcd'`` at the tail end of the second
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359 sequence directly. Instead only the ``'abcd'`` can match, and matches the
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360 leftmost ``'abcd'`` in the second sequence::
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361
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362 >>> s = SequenceMatcher(lambda x: x==" ", " abcd", "abcd abcd")
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363 >>> s.find_longest_match(0, 5, 0, 9)
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364 (1, 0, 4)
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365
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366 If no blocks match, this returns ``(alo, blo, 0)``.
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367
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368
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369 .. method:: SequenceMatcher.get_matching_blocks()
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370
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371 Return list of triples describing matching subsequences. Each triple is of the
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372 form ``(i, j, n)``, and means that ``a[i:i+n] == b[j:j+n]``. The triples are
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373 monotonically increasing in *i* and *j*.
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374
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375 The last triple is a dummy, and has the value ``(len(a), len(b), 0)``. It is
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376 the only triple with ``n == 0``. If ``(i, j, n)`` and ``(i', j', n')`` are
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377 adjacent triples in the list, and the second is not the last triple in the list,
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378 then ``i+n != i'`` or ``j+n != j'``; in other words, adjacent triples always
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379 describe non-adjacent equal blocks.
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380
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381 .. XXX Explain why a dummy is used!
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382
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383 .. versionchanged:: 2.5
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384 The guarantee that adjacent triples always describe non-adjacent blocks was
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385 implemented.
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386
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387 ::
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388
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389 >>> s = SequenceMatcher(None, "abxcd", "abcd")
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390 >>> s.get_matching_blocks()
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391 [(0, 0, 2), (3, 2, 2), (5, 4, 0)]
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392
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393
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394 .. method:: SequenceMatcher.get_opcodes()
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395
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396 Return list of 5-tuples describing how to turn *a* into *b*. Each tuple is of
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397 the form ``(tag, i1, i2, j1, j2)``. The first tuple has ``i1 == j1 == 0``, and
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398 remaining tuples have *i1* equal to the *i2* from the preceding tuple, and,
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399 likewise, *j1* equal to the previous *j2*.
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400
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401 The *tag* values are strings, with these meanings:
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402
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403 +---------------+---------------------------------------------+
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404 | Value | Meaning |
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405 +===============+=============================================+
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406 | ``'replace'`` | ``a[i1:i2]`` should be replaced by |
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407 | | ``b[j1:j2]``. |
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408 +---------------+---------------------------------------------+
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409 | ``'delete'`` | ``a[i1:i2]`` should be deleted. Note that |
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410 | | ``j1 == j2`` in this case. |
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411 +---------------+---------------------------------------------+
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412 | ``'insert'`` | ``b[j1:j2]`` should be inserted at |
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413 | | ``a[i1:i1]``. Note that ``i1 == i2`` in |
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414 | | this case. |
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415 +---------------+---------------------------------------------+
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416 | ``'equal'`` | ``a[i1:i2] == b[j1:j2]`` (the sub-sequences |
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417 | | are equal). |
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418 +---------------+---------------------------------------------+
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419
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420 For example::
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421
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422 >>> a = "qabxcd"
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423 >>> b = "abycdf"
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424 >>> s = SequenceMatcher(None, a, b)
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425 >>> for tag, i1, i2, j1, j2 in s.get_opcodes():
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426 ... print(("%7s a[%d:%d] (%s) b[%d:%d] (%s)" %
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427 ... (tag, i1, i2, a[i1:i2], j1, j2, b[j1:j2])))
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428 delete a[0:1] (q) b[0:0] ()
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Georg Brandl <georg@python.org>
parents:
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429 equal a[1:3] (ab) b[0:2] (ab)
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Georg Brandl <georg@python.org>
parents:
diff changeset
430 replace a[3:4] (x) b[2:3] (y)
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Georg Brandl <georg@python.org>
parents:
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431 equal a[4:6] (cd) b[3:5] (cd)
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Georg Brandl <georg@python.org>
parents:
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432 insert a[6:6] () b[5:6] (f)
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433
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Georg Brandl <georg@python.org>
parents:
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434
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Georg Brandl <georg@python.org>
parents:
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435 .. method:: SequenceMatcher.get_grouped_opcodes([n])
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Georg Brandl <georg@python.org>
parents:
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436
43737
3d866579117d #1370: Finish the merge r58749, log below, by resolving all conflicts in Doc/.
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437 Return a :term:`generator` of groups with up to *n* lines of context.
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438
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Georg Brandl <georg@python.org>
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439 Starting with the groups returned by :meth:`get_opcodes`, this method splits out
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Georg Brandl <georg@python.org>
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440 smaller change clusters and eliminates intervening ranges which have no changes.
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Georg Brandl <georg@python.org>
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441
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442 The groups are returned in the same format as :meth:`get_opcodes`.
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443
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Georg Brandl <georg@python.org>
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444
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Georg Brandl <georg@python.org>
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445 .. method:: SequenceMatcher.ratio()
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Georg Brandl <georg@python.org>
parents:
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446
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Georg Brandl <georg@python.org>
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447 Return a measure of the sequences' similarity as a float in the range [0, 1].
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Georg Brandl <georg@python.org>
parents:
diff changeset
448
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449 Where T is the total number of elements in both sequences, and M is the number
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Georg Brandl <georg@python.org>
parents:
diff changeset
450 of matches, this is 2.0\*M / T. Note that this is ``1.0`` if the sequences are
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Georg Brandl <georg@python.org>
parents:
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451 identical, and ``0.0`` if they have nothing in common.
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Georg Brandl <georg@python.org>
parents:
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452
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Georg Brandl <georg@python.org>
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453 This is expensive to compute if :meth:`get_matching_blocks` or
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Georg Brandl <georg@python.org>
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454 :meth:`get_opcodes` hasn't already been called, in which case you may want to
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parents:
diff changeset
455 try :meth:`quick_ratio` or :meth:`real_quick_ratio` first to get an upper bound.
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Georg Brandl <georg@python.org>
parents:
diff changeset
456
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Georg Brandl <georg@python.org>
parents:
diff changeset
457
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Georg Brandl <georg@python.org>
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458 .. method:: SequenceMatcher.quick_ratio()
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Georg Brandl <georg@python.org>
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459
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Georg Brandl <georg@python.org>
parents:
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460 Return an upper bound on :meth:`ratio` relatively quickly.
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Georg Brandl <georg@python.org>
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461
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Georg Brandl <georg@python.org>
parents:
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462 This isn't defined beyond that it is an upper bound on :meth:`ratio`, and is
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Georg Brandl <georg@python.org>
parents:
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463 faster to compute.
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Georg Brandl <georg@python.org>
parents:
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464
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Georg Brandl <georg@python.org>
parents:
diff changeset
465
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Georg Brandl <georg@python.org>
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466 .. method:: SequenceMatcher.real_quick_ratio()
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Georg Brandl <georg@python.org>
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467
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Georg Brandl <georg@python.org>
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468 Return an upper bound on :meth:`ratio` very quickly.
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Georg Brandl <georg@python.org>
parents:
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469
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Georg Brandl <georg@python.org>
parents:
diff changeset
470 This isn't defined beyond that it is an upper bound on :meth:`ratio`, and is
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Georg Brandl <georg@python.org>
parents:
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471 faster to compute than either :meth:`ratio` or :meth:`quick_ratio`.
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Georg Brandl <georg@python.org>
parents:
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472
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Georg Brandl <georg@python.org>
parents:
diff changeset
473 The three methods that return the ratio of matching to total characters can give
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Georg Brandl <georg@python.org>
parents:
diff changeset
474 different results due to differing levels of approximation, although
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Georg Brandl <georg@python.org>
parents:
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475 :meth:`quick_ratio` and :meth:`real_quick_ratio` are always at least as large as
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Georg Brandl <georg@python.org>
parents:
diff changeset
476 :meth:`ratio`::
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Georg Brandl <georg@python.org>
parents:
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477
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Georg Brandl <georg@python.org>
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478 >>> s = SequenceMatcher(None, "abcd", "bcde")
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Georg Brandl <georg@python.org>
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diff changeset
479 >>> s.ratio()
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Georg Brandl <georg@python.org>
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480 0.75
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Georg Brandl <georg@python.org>
parents:
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481 >>> s.quick_ratio()
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Georg Brandl <georg@python.org>
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482 0.75
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Georg Brandl <georg@python.org>
parents:
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483 >>> s.real_quick_ratio()
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Georg Brandl <georg@python.org>
parents:
diff changeset
484 1.0
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Georg Brandl <georg@python.org>
parents:
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485
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Georg Brandl <georg@python.org>
parents:
diff changeset
486
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Georg Brandl <georg@python.org>
parents:
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487 .. _sequencematcher-examples:
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Georg Brandl <georg@python.org>
parents:
diff changeset
488
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Georg Brandl <georg@python.org>
parents:
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489 SequenceMatcher Examples
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Georg Brandl <georg@python.org>
parents:
diff changeset
490 ------------------------
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Georg Brandl <georg@python.org>
parents:
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491
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Georg Brandl <georg@python.org>
parents:
diff changeset
492 This example compares two strings, considering blanks to be "junk:" ::
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Georg Brandl <georg@python.org>
parents:
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493
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Georg Brandl <georg@python.org>
parents:
diff changeset
494 >>> s = SequenceMatcher(lambda x: x == " ",
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Georg Brandl <georg@python.org>
parents:
diff changeset
495 ... "private Thread currentThread;",
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
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496 ... "private volatile Thread currentThread;")
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
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497
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
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498 :meth:`ratio` returns a float in [0, 1], measuring the similarity of the
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Georg Brandl <georg@python.org>
parents:
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499 sequences. As a rule of thumb, a :meth:`ratio` value over 0.6 means the
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
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500 sequences are close matches::
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Georg Brandl <georg@python.org>
parents:
diff changeset
501
43219
655071bf6c45 Convert all print statements in the docs.
Georg Brandl <georg@python.org>
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502 >>> print(round(s.ratio(), 3))
42604
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Georg Brandl <georg@python.org>
parents:
diff changeset
503 0.866
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Georg Brandl <georg@python.org>
parents:
diff changeset
504
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Georg Brandl <georg@python.org>
parents:
diff changeset
505 If you're only interested in where the sequences match,
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Georg Brandl <georg@python.org>
parents:
diff changeset
506 :meth:`get_matching_blocks` is handy::
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
507
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Georg Brandl <georg@python.org>
parents:
diff changeset
508 >>> for block in s.get_matching_blocks():
43219
655071bf6c45 Convert all print statements in the docs.
Georg Brandl <georg@python.org>
parents: 43176
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509 ... print("a[%d] and b[%d] match for %d elements" % block)
42604
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Georg Brandl <georg@python.org>
parents:
diff changeset
510 a[0] and b[0] match for 8 elements
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Georg Brandl <georg@python.org>
parents:
diff changeset
511 a[8] and b[17] match for 6 elements
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Georg Brandl <georg@python.org>
parents:
diff changeset
512 a[14] and b[23] match for 15 elements
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Georg Brandl <georg@python.org>
parents:
diff changeset
513 a[29] and b[38] match for 0 elements
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
514
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Georg Brandl <georg@python.org>
parents:
diff changeset
515 Note that the last tuple returned by :meth:`get_matching_blocks` is always a
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Georg Brandl <georg@python.org>
parents:
diff changeset
516 dummy, ``(len(a), len(b), 0)``, and this is the only case in which the last
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
517 tuple element (number of elements matched) is ``0``.
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Georg Brandl <georg@python.org>
parents:
diff changeset
518
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
519 If you want to know how to change the first sequence into the second, use
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
520 :meth:`get_opcodes`::
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
521
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Georg Brandl <georg@python.org>
parents:
diff changeset
522 >>> for opcode in s.get_opcodes():
43219
655071bf6c45 Convert all print statements in the docs.
Georg Brandl <georg@python.org>
parents: 43176
diff changeset
523 ... print("%6s a[%d:%d] b[%d:%d]" % opcode)
42604
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Georg Brandl <georg@python.org>
parents:
diff changeset
524 equal a[0:8] b[0:8]
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Georg Brandl <georg@python.org>
parents:
diff changeset
525 insert a[8:8] b[8:17]
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
526 equal a[8:14] b[17:23]
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
527 equal a[14:29] b[23:38]
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
528
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Georg Brandl <georg@python.org>
parents:
diff changeset
529 See also the function :func:`get_close_matches` in this module, which shows how
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
530 simple code building on :class:`SequenceMatcher` can be used to do useful work.
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
531
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
532
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
533 .. _differ-objects:
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
534
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
535 Differ Objects
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Georg Brandl <georg@python.org>
parents:
diff changeset
536 --------------
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Georg Brandl <georg@python.org>
parents:
diff changeset
537
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
538 Note that :class:`Differ`\ -generated deltas make no claim to be **minimal**
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
539 diffs. To the contrary, minimal diffs are often counter-intuitive, because they
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
540 synch up anywhere possible, sometimes accidental matches 100 pages apart.
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
541 Restricting synch points to contiguous matches preserves some notion of
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
542 locality, at the occasional cost of producing a longer diff.
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
543
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
544 The :class:`Differ` class has this constructor:
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
545
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
546
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Georg Brandl <georg@python.org>
parents:
diff changeset
547 .. class:: Differ([linejunk[, charjunk]])
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Georg Brandl <georg@python.org>
parents:
diff changeset
548
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
549 Optional keyword parameters *linejunk* and *charjunk* are for filter functions
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
550 (or ``None``):
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
551
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
552 *linejunk*: A function that accepts a single string argument, and returns true
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
553 if the string is junk. The default is ``None``, meaning that no line is
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
554 considered junk.
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
555
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
556 *charjunk*: A function that accepts a single character argument (a string of
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
557 length 1), and returns true if the character is junk. The default is ``None``,
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
558 meaning that no character is considered junk.
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
559
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
560 :class:`Differ` objects are used (deltas generated) via a single method:
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
561
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
562
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
563 .. method:: Differ.compare(a, b)
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
564
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
565 Compare two sequences of lines, and generate the delta (a sequence of lines).
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
566
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
567 Each sequence must contain individual single-line strings ending with newlines.
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
568 Such sequences can be obtained from the :meth:`readlines` method of file-like
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
569 objects. The delta generated also consists of newline-terminated strings, ready
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
570 to be printed as-is via the :meth:`writelines` method of a file-like object.
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
571
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
572
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
573 .. _differ-examples:
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
574
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
575 Differ Example
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
576 --------------
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Georg Brandl <georg@python.org>
parents:
diff changeset
577
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
578 This example compares two texts. First we set up the texts, sequences of
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
579 individual single-line strings ending with newlines (such sequences can also be
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Georg Brandl <georg@python.org>
parents:
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580 obtained from the :meth:`readlines` method of file-like objects)::
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
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581
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Georg Brandl <georg@python.org>
parents:
diff changeset
582 >>> text1 = ''' 1. Beautiful is better than ugly.
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Georg Brandl <georg@python.org>
parents:
diff changeset
583 ... 2. Explicit is better than implicit.
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
584 ... 3. Simple is better than complex.
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Georg Brandl <georg@python.org>
parents:
diff changeset
585 ... 4. Complex is better than complicated.
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Georg Brandl <georg@python.org>
parents:
diff changeset
586 ... '''.splitlines(1)
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Georg Brandl <georg@python.org>
parents:
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587 >>> len(text1)
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Georg Brandl <georg@python.org>
parents:
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588 4
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Georg Brandl <georg@python.org>
parents:
diff changeset
589 >>> text1[0][-1]
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Georg Brandl <georg@python.org>
parents:
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590 '\n'
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Georg Brandl <georg@python.org>
parents:
diff changeset
591 >>> text2 = ''' 1. Beautiful is better than ugly.
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Georg Brandl <georg@python.org>
parents:
diff changeset
592 ... 3. Simple is better than complex.
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Georg Brandl <georg@python.org>
parents:
diff changeset
593 ... 4. Complicated is better than complex.
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Georg Brandl <georg@python.org>
parents:
diff changeset
594 ... 5. Flat is better than nested.
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
595 ... '''.splitlines(1)
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Georg Brandl <georg@python.org>
parents:
diff changeset
596
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
597 Next we instantiate a Differ object::
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Georg Brandl <georg@python.org>
parents:
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598
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Georg Brandl <georg@python.org>
parents:
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599 >>> d = Differ()
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Georg Brandl <georg@python.org>
parents:
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600
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Georg Brandl <georg@python.org>
parents:
diff changeset
601 Note that when instantiating a :class:`Differ` object we may pass functions to
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
602 filter out line and character "junk." See the :meth:`Differ` constructor for
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
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603 details.
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
604
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
605 Finally, we compare the two::
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Georg Brandl <georg@python.org>
parents:
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606
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Georg Brandl <georg@python.org>
parents:
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607 >>> result = list(d.compare(text1, text2))
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Georg Brandl <georg@python.org>
parents:
diff changeset
608
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
609 ``result`` is a list of strings, so let's pretty-print it::
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
610
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
611 >>> from pprint import pprint
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Georg Brandl <georg@python.org>
parents:
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612 >>> pprint(result)
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Georg Brandl <georg@python.org>
parents:
diff changeset
613 [' 1. Beautiful is better than ugly.\n',
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
614 '- 2. Explicit is better than implicit.\n',
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
615 '- 3. Simple is better than complex.\n',
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
616 '+ 3. Simple is better than complex.\n',
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
617 '? ++ \n',
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
618 '- 4. Complex is better than complicated.\n',
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
619 '? ^ ---- ^ \n',
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Georg Brandl <georg@python.org>
parents:
diff changeset
620 '+ 4. Complicated is better than complex.\n',
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
621 '? ++++ ^ ^ \n',
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
622 '+ 5. Flat is better than nested.\n']
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
623
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
624 As a single multi-line string it looks like this::
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Georg Brandl <georg@python.org>
parents:
diff changeset
625
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
626 >>> import sys
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Georg Brandl <georg@python.org>
parents:
diff changeset
627 >>> sys.stdout.writelines(result)
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Georg Brandl <georg@python.org>
parents:
diff changeset
628 1. Beautiful is better than ugly.
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
629 - 2. Explicit is better than implicit.
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
630 - 3. Simple is better than complex.
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
631 + 3. Simple is better than complex.
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
632 ? ++
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
633 - 4. Complex is better than complicated.
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
634 ? ^ ---- ^
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
635 + 4. Complicated is better than complex.
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
636 ? ++++ ^ ^
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
637 + 5. Flat is better than nested.
9e1529bf0442 Move the 3k reST doc tree in place.
Georg Brandl <georg@python.org>
parents:
diff changeset
638