Mercurial > cpython-lru_cache-weakref
annotate Doc/lib/libdifflib.tex @ 38811:4558916b841f legacy-trunk
SequenceMatcher.get_matching_blocks(): This now guarantees that
adjacent triples in the result list describe non-adjacent matching
blocks. That's _nice_ to have, and Guido said he wanted it.
Not a bugfix candidate: Guido or not ;-), this changes visible
endcase semantics (note that some tests had to change), and
nothing about this was documented before. Since it was working
as designed, and behavior was consistent with the docs, it wasn't
"a bug".
| author | Tim Peters <tim.peters@gmail.com> |
|---|---|
| date | Wed, 14 Jun 2006 04:09:25 +0000 |
| parents | 67f2190e1f6d |
| children | 00c02c4488ce |
| rev | line source |
|---|---|
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1 \section{\module{difflib} --- |
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2 Helpers for computing deltas} |
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3 |
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4 \declaremodule{standard}{difflib} |
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5 \modulesynopsis{Helpers for computing differences between objects.} |
| 31275 | 6 \moduleauthor{Tim Peters}{tim_one@users.sourceforge.net} |
| 7 \sectionauthor{Tim Peters}{tim_one@users.sourceforge.net} | |
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8 % LaTeXification by Fred L. Drake, Jr. <fdrake@acm.org>. |
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9 |
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10 \versionadded{2.1} |
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11 |
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12 |
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13 \begin{classdesc*}{SequenceMatcher} |
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14 This is a flexible class for comparing pairs of sequences of any |
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15 type, so long as the sequence elements are hashable. The basic |
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16 algorithm predates, and is a little fancier than, an algorithm |
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17 published in the late 1980's by Ratcliff and Obershelp under the |
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18 hyperbolic name ``gestalt pattern matching.'' The idea is to find |
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19 the longest contiguous matching subsequence that contains no |
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20 ``junk'' elements (the Ratcliff and Obershelp algorithm doesn't |
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21 address junk). The same idea is then applied recursively to the |
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22 pieces of the sequences to the left and to the right of the matching |
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23 subsequence. This does not yield minimal edit sequences, but does |
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24 tend to yield matches that ``look right'' to people. |
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25 |
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26 \strong{Timing:} The basic Ratcliff-Obershelp algorithm is cubic |
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27 time in the worst case and quadratic time in the expected case. |
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28 \class{SequenceMatcher} is quadratic time for the worst case and has |
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29 expected-case behavior dependent in a complicated way on how many |
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30 elements the sequences have in common; best case time is linear. |
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31 \end{classdesc*} |
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32 |
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33 \begin{classdesc*}{Differ} |
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34 This is a class for comparing sequences of lines of text, and |
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35 producing human-readable differences or deltas. Differ uses |
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36 \class{SequenceMatcher} both to compare sequences of lines, and to |
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37 compare sequences of characters within similar (near-matching) |
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38 lines. |
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39 |
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40 Each line of a \class{Differ} delta begins with a two-letter code: |
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41 |
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42 \begin{tableii}{l|l}{code}{Code}{Meaning} |
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43 \lineii{'- '}{line unique to sequence 1} |
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44 \lineii{'+ '}{line unique to sequence 2} |
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45 \lineii{' '}{line common to both sequences} |
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46 \lineii{'? '}{line not present in either input sequence} |
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47 \end{tableii} |
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48 |
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49 Lines beginning with `\code{?~}' attempt to guide the eye to |
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50 intraline differences, and were not present in either input |
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51 sequence. These lines can be confusing if the sequences contain tab |
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52 characters. |
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53 \end{classdesc*} |
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54 |
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55 \begin{classdesc*}{HtmlDiff} |
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56 |
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57 This class can be used to create an HTML table (or a complete HTML file |
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58 containing the table) showing a side by side, line by line comparison |
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59 of text with inter-line and intra-line change highlights. The table can |
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60 be generated in either full or contextual difference mode. |
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61 |
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62 The constructor for this class is: |
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63 |
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64 \begin{funcdesc}{__init__}{\optional{tabsize}\optional{, |
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65 wrapcolumn}\optional{, linejunk}\optional{, charjunk}} |
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66 |
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67 Initializes instance of \class{HtmlDiff}. |
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68 |
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69 \var{tabsize} is an optional keyword argument to specify tab stop spacing |
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70 and defaults to \code{8}. |
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71 |
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72 \var{wrapcolumn} is an optional keyword to specify column number where |
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73 lines are broken and wrapped, defaults to \code{None} where lines are not |
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74 wrapped. |
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75 |
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76 \var{linejunk} and \var{charjunk} are optional keyword arguments passed |
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77 into \code{ndiff()} (used by \class{HtmlDiff} to generate the |
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78 side by side HTML differences). See \code{ndiff()} documentation for |
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79 argument default values and descriptions. |
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80 |
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81 \end{funcdesc} |
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82 |
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83 The following methods are public: |
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84 |
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85 \begin{funcdesc}{make_file}{fromlines, tolines |
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86 \optional{, fromdesc}\optional{, todesc}\optional{, context}\optional{, |
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87 numlines}} |
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88 Compares \var{fromlines} and \var{tolines} (lists of strings) and returns |
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89 a string which is a complete HTML file containing a table showing line by |
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90 line differences with inter-line and intra-line changes highlighted. |
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91 |
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92 \var{fromdesc} and \var{todesc} are optional keyword arguments to specify |
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93 from/to file column header strings (both default to an empty string). |
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94 |
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95 \var{context} and \var{numlines} are both optional keyword arguments. |
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96 Set \var{context} to \code{True} when contextual differences are to be |
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97 shown, else the default is \code{False} to show the full files. |
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98 \var{numlines} defaults to \code{5}. When \var{context} is \code{True} |
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99 \var{numlines} controls the number of context lines which surround the |
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100 difference highlights. When \var{context} is \code{False} \var{numlines} |
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101 controls the number of lines which are shown before a difference |
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102 highlight when using the "next" hyperlinks (setting to zero would cause |
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103 the "next" hyperlinks to place the next difference highlight at the top of |
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104 the browser without any leading context). |
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105 \end{funcdesc} |
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106 |
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107 \begin{funcdesc}{make_table}{fromlines, tolines |
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108 \optional{, fromdesc}\optional{, todesc}\optional{, context}\optional{, |
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109 numlines}} |
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110 Compares \var{fromlines} and \var{tolines} (lists of strings) and returns |
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111 a string which is a complete HTML table showing line by line differences |
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112 with inter-line and intra-line changes highlighted. |
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113 |
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114 The arguments for this method are the same as those for the |
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115 \method{make_file()} method. |
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116 \end{funcdesc} |
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117 |
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118 \file{Tools/scripts/diff.py} is a command-line front-end to this class |
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119 and contains a good example of its use. |
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120 |
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121 \versionadded{2.4} |
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122 \end{classdesc*} |
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123 |
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124 \begin{funcdesc}{context_diff}{a, b\optional{, fromfile}\optional{, |
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125 tofile}\optional{, fromfiledate}\optional{, tofiledate}\optional{, |
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126 n}\optional{, lineterm}} |
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127 Compare \var{a} and \var{b} (lists of strings); return a |
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128 delta (a generator generating the delta lines) in context diff |
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129 format. |
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130 |
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131 Context diffs are a compact way of showing just the lines that have |
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132 changed plus a few lines of context. The changes are shown in a |
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133 before/after style. The number of context lines is set by \var{n} |
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134 which defaults to three. |
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135 |
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136 By default, the diff control lines (those with \code{***} or \code{---}) |
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137 are created with a trailing newline. This is helpful so that inputs created |
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138 from \function{file.readlines()} result in diffs that are suitable for use |
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139 with \function{file.writelines()} since both the inputs and outputs have |
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140 trailing newlines. |
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141 |
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142 For inputs that do not have trailing newlines, set the \var{lineterm} |
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143 argument to \code{""} so that the output will be uniformly newline free. |
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144 |
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145 The context diff format normally has a header for filenames and |
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146 modification times. Any or all of these may be specified using strings for |
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147 \var{fromfile}, \var{tofile}, \var{fromfiledate}, and \var{tofiledate}. |
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148 The modification times are normally expressed in the format returned by |
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149 \function{time.ctime()}. If not specified, the strings default to blanks. |
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150 |
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151 \file{Tools/scripts/diff.py} is a command-line front-end for this |
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152 function. |
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153 |
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154 \versionadded{2.3} |
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155 \end{funcdesc} |
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156 |
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157 \begin{funcdesc}{get_close_matches}{word, possibilities\optional{, |
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158 n}\optional{, cutoff}} |
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159 Return a list of the best ``good enough'' matches. \var{word} is a |
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160 sequence for which close matches are desired (typically a string), |
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161 and \var{possibilities} is a list of sequences against which to |
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162 match \var{word} (typically a list of strings). |
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163 |
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164 Optional argument \var{n} (default \code{3}) is the maximum number |
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165 of close matches to return; \var{n} must be greater than \code{0}. |
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166 |
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167 Optional argument \var{cutoff} (default \code{0.6}) is a float in |
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168 the range [0, 1]. Possibilities that don't score at least that |
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169 similar to \var{word} are ignored. |
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170 |
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171 The best (no more than \var{n}) matches among the possibilities are |
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172 returned in a list, sorted by similarity score, most similar first. |
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173 |
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174 \begin{verbatim} |
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175 >>> get_close_matches('appel', ['ape', 'apple', 'peach', 'puppy']) |
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176 ['apple', 'ape'] |
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177 >>> import keyword |
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178 >>> get_close_matches('wheel', keyword.kwlist) |
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179 ['while'] |
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180 >>> get_close_matches('apple', keyword.kwlist) |
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181 [] |
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182 >>> get_close_matches('accept', keyword.kwlist) |
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183 ['except'] |
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184 \end{verbatim} |
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185 \end{funcdesc} |
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186 |
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187 \begin{funcdesc}{ndiff}{a, b\optional{, linejunk}\optional{, charjunk}} |
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188 Compare \var{a} and \var{b} (lists of strings); return a |
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189 \class{Differ}-style delta (a generator generating the delta lines). |
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190 |
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191 Optional keyword parameters \var{linejunk} and \var{charjunk} are |
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192 for filter functions (or \code{None}): |
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193 |
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194 \var{linejunk}: A function that accepts a single string |
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195 argument, and returns true if the string is junk, or false if not. |
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196 The default is (\code{None}), starting with Python 2.3. Before then, |
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197 the default was the module-level function |
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198 \function{IS_LINE_JUNK()}, which filters out lines without visible |
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199 characters, except for at most one pound character (\character{\#}). |
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200 As of Python 2.3, the underlying \class{SequenceMatcher} class |
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201 does a dynamic analysis of which lines are so frequent as to |
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202 constitute noise, and this usually works better than the pre-2.3 |
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203 default. |
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204 |
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205 \var{charjunk}: A function that accepts a character (a string of |
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206 length 1), and returns if the character is junk, or false if not. |
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207 The default is module-level function \function{IS_CHARACTER_JUNK()}, |
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208 which filters out whitespace characters (a blank or tab; note: bad |
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209 idea to include newline in this!). |
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210 |
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211 \file{Tools/scripts/ndiff.py} is a command-line front-end to this |
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212 function. |
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213 |
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214 \begin{verbatim} |
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215 >>> diff = ndiff('one\ntwo\nthree\n'.splitlines(1), |
| 26556 | 216 ... 'ore\ntree\nemu\n'.splitlines(1)) |
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217 >>> print ''.join(diff), |
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218 - one |
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219 ? ^ |
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220 + ore |
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221 ? ^ |
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222 - two |
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223 - three |
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224 ? - |
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225 + tree |
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226 + emu |
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227 \end{verbatim} |
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228 \end{funcdesc} |
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229 |
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230 \begin{funcdesc}{restore}{sequence, which} |
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231 Return one of the two sequences that generated a delta. |
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232 |
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233 Given a \var{sequence} produced by \method{Differ.compare()} or |
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234 \function{ndiff()}, extract lines originating from file 1 or 2 |
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235 (parameter \var{which}), stripping off line prefixes. |
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236 |
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237 Example: |
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238 |
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239 \begin{verbatim} |
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240 >>> diff = ndiff('one\ntwo\nthree\n'.splitlines(1), |
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241 ... 'ore\ntree\nemu\n'.splitlines(1)) |
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242 >>> diff = list(diff) # materialize the generated delta into a list |
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243 >>> print ''.join(restore(diff, 1)), |
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244 one |
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245 two |
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246 three |
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247 >>> print ''.join(restore(diff, 2)), |
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248 ore |
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249 tree |
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250 emu |
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251 \end{verbatim} |
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252 |
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253 \end{funcdesc} |
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254 |
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255 \begin{funcdesc}{unified_diff}{a, b\optional{, fromfile}\optional{, |
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256 tofile}\optional{, fromfiledate}\optional{, tofiledate}\optional{, |
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257 n}\optional{, lineterm}} |
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258 Compare \var{a} and \var{b} (lists of strings); return a |
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259 delta (a generator generating the delta lines) in unified diff |
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260 format. |
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261 |
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262 Unified diffs are a compact way of showing just the lines that have |
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263 changed plus a few lines of context. The changes are shown in a |
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264 inline style (instead of separate before/after blocks). The number |
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265 of context lines is set by \var{n} which defaults to three. |
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266 |
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267 By default, the diff control lines (those with \code{---}, \code{+++}, |
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268 or \code{@@}) are created with a trailing newline. This is helpful so |
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269 that inputs created from \function{file.readlines()} result in diffs |
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270 that are suitable for use with \function{file.writelines()} since both |
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271 the inputs and outputs have trailing newlines. |
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272 |
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273 For inputs that do not have trailing newlines, set the \var{lineterm} |
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274 argument to \code{""} so that the output will be uniformly newline free. |
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275 |
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276 The context diff format normally has a header for filenames and |
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277 modification times. Any or all of these may be specified using strings for |
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278 \var{fromfile}, \var{tofile}, \var{fromfiledate}, and \var{tofiledate}. |
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279 The modification times are normally expressed in the format returned by |
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280 \function{time.ctime()}. If not specified, the strings default to blanks. |
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281 |
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282 \file{Tools/scripts/diff.py} is a command-line front-end for this |
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283 function. |
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284 |
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285 \versionadded{2.3} |
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286 \end{funcdesc} |
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287 |
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288 \begin{funcdesc}{IS_LINE_JUNK}{line} |
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289 Return true for ignorable lines. The line \var{line} is ignorable |
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290 if \var{line} is blank or contains a single \character{\#}, |
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291 otherwise it is not ignorable. Used as a default for parameter |
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292 \var{linejunk} in \function{ndiff()} before Python 2.3. |
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293 \end{funcdesc} |
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294 |
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295 |
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296 \begin{funcdesc}{IS_CHARACTER_JUNK}{ch} |
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297 Return true for ignorable characters. The character \var{ch} is |
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298 ignorable if \var{ch} is a space or tab, otherwise it is not |
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299 ignorable. Used as a default for parameter \var{charjunk} in |
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300 \function{ndiff()}. |
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301 \end{funcdesc} |
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302 |
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303 |
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304 \begin{seealso} |
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305 \seetitle[http://www.ddj.com/documents/s=1103/ddj8807c/] |
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306 {Pattern Matching: The Gestalt Approach}{Discussion of a |
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307 similar algorithm by John W. Ratcliff and D. E. Metzener. |
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308 This was published in |
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309 \citetitle[http://www.ddj.com/]{Dr. Dobb's Journal} in |
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310 July, 1988.} |
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311 \end{seealso} |
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312 |
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313 |
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314 \subsection{SequenceMatcher Objects \label{sequence-matcher}} |
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315 |
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316 The \class{SequenceMatcher} class has this constructor: |
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317 |
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318 \begin{classdesc}{SequenceMatcher}{\optional{isjunk\optional{, |
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319 a\optional{, b}}}} |
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320 Optional argument \var{isjunk} must be \code{None} (the default) or |
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321 a one-argument function that takes a sequence element and returns |
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322 true if and only if the element is ``junk'' and should be ignored. |
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323 Passing \code{None} for \var{isjunk} is equivalent to passing |
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324 \code{lambda x: 0}; in other words, no elements are ignored. For |
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325 example, pass: |
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326 |
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327 \begin{verbatim} |
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328 lambda x: x in " \t" |
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329 \end{verbatim} |
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330 |
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331 if you're comparing lines as sequences of characters, and don't want |
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332 to synch up on blanks or hard tabs. |
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333 |
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334 The optional arguments \var{a} and \var{b} are sequences to be |
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335 compared; both default to empty strings. The elements of both |
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336 sequences must be hashable. |
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337 \end{classdesc} |
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338 |
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339 |
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340 \class{SequenceMatcher} objects have the following methods: |
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341 |
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342 \begin{methoddesc}{set_seqs}{a, b} |
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343 Set the two sequences to be compared. |
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344 \end{methoddesc} |
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345 |
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346 \class{SequenceMatcher} computes and caches detailed information about |
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347 the second sequence, so if you want to compare one sequence against |
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348 many sequences, use \method{set_seq2()} to set the commonly used |
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349 sequence once and call \method{set_seq1()} repeatedly, once for each |
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350 of the other sequences. |
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351 |
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352 \begin{methoddesc}{set_seq1}{a} |
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353 Set the first sequence to be compared. The second sequence to be |
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354 compared is not changed. |
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355 \end{methoddesc} |
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356 |
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357 \begin{methoddesc}{set_seq2}{b} |
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358 Set the second sequence to be compared. The first sequence to be |
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359 compared is not changed. |
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360 \end{methoddesc} |
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361 |
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362 \begin{methoddesc}{find_longest_match}{alo, ahi, blo, bhi} |
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363 Find longest matching block in \code{\var{a}[\var{alo}:\var{ahi}]} |
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364 and \code{\var{b}[\var{blo}:\var{bhi}]}. |
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365 |
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366 If \var{isjunk} was omitted or \code{None}, |
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367 \method{get_longest_match()} returns \code{(\var{i}, \var{j}, |
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368 \var{k})} such that \code{\var{a}[\var{i}:\var{i}+\var{k}]} is equal |
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369 to \code{\var{b}[\var{j}:\var{j}+\var{k}]}, where |
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370 \code{\var{alo} <= \var{i} <= \var{i}+\var{k} <= \var{ahi}} and |
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371 \code{\var{blo} <= \var{j} <= \var{j}+\var{k} <= \var{bhi}}. |
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372 For all \code{(\var{i'}, \var{j'}, \var{k'})} meeting those |
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373 conditions, the additional conditions |
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374 \code{\var{k} >= \var{k'}}, |
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375 \code{\var{i} <= \var{i'}}, |
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376 and if \code{\var{i} == \var{i'}}, \code{\var{j} <= \var{j'}} |
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377 are also met. |
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378 In other words, of all maximal matching blocks, return one that |
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379 starts earliest in \var{a}, and of all those maximal matching blocks |
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380 that start earliest in \var{a}, return the one that starts earliest |
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381 in \var{b}. |
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382 |
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383 \begin{verbatim} |
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384 >>> s = SequenceMatcher(None, " abcd", "abcd abcd") |
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385 >>> s.find_longest_match(0, 5, 0, 9) |
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386 (0, 4, 5) |
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387 \end{verbatim} |
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388 |
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389 If \var{isjunk} was provided, first the longest matching block is |
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390 determined as above, but with the additional restriction that no |
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391 junk element appears in the block. Then that block is extended as |
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392 far as possible by matching (only) junk elements on both sides. |
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393 So the resulting block never matches on junk except as identical |
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394 junk happens to be adjacent to an interesting match. |
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395 |
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396 Here's the same example as before, but considering blanks to be junk. |
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397 That prevents \code{' abcd'} from matching the \code{' abcd'} at the |
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398 tail end of the second sequence directly. Instead only the |
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399 \code{'abcd'} can match, and matches the leftmost \code{'abcd'} in |
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400 the second sequence: |
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401 |
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402 \begin{verbatim} |
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403 >>> s = SequenceMatcher(lambda x: x==" ", " abcd", "abcd abcd") |
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404 >>> s.find_longest_match(0, 5, 0, 9) |
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405 (1, 0, 4) |
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406 \end{verbatim} |
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407 |
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408 If no blocks match, this returns \code{(\var{alo}, \var{blo}, 0)}. |
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409 \end{methoddesc} |
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410 |
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411 \begin{methoddesc}{get_matching_blocks}{} |
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412 Return list of triples describing matching subsequences. |
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413 Each triple is of the form \code{(\var{i}, \var{j}, \var{n})}, and |
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414 means that \code{\var{a}[\var{i}:\var{i}+\var{n}] == |
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415 \var{b}[\var{j}:\var{j}+\var{n}]}. The triples are monotonically |
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416 increasing in \var{i} and \var{j}. |
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417 |
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418 The last triple is a dummy, and has the value \code{(len(\var{a}), |
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419 len(\var{b}), 0)}. It is the only triple with \code{\var{n} == 0}. |
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420 % Explain why a dummy is used! |
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421 |
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422 If |
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423 \code{(\var{i}, \var{j}, \var{n})} and |
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424 \code{(\var{i'}, \var{j'}, \var{n'})} are adjacent triples in the list, |
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425 and the second is not the last triple in the list, then |
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426 \code{\var{i}+\var{n} != \var{i'}} or |
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427 \code{\var{j}+\var{n} != \var{j'}}; in other words, adjacent triples |
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428 always describe non-adjacent equal blocks. |
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429 \versionchanged[The guarantee that adjacent triples always describe |
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430 non-adjacent blocks was implemented]{2.5} |
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431 |
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432 \begin{verbatim} |
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433 >>> s = SequenceMatcher(None, "abxcd", "abcd") |
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434 >>> s.get_matching_blocks() |
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435 [(0, 0, 2), (3, 2, 2), (5, 4, 0)] |
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436 \end{verbatim} |
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437 \end{methoddesc} |
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438 |
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439 \begin{methoddesc}{get_opcodes}{} |
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440 Return list of 5-tuples describing how to turn \var{a} into \var{b}. |
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441 Each tuple is of the form \code{(\var{tag}, \var{i1}, \var{i2}, |
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442 \var{j1}, \var{j2})}. The first tuple has \code{\var{i1} == |
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443 \var{j1} == 0}, and remaining tuples have \var{i1} equal to the |
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444 \var{i2} from the preceding tuple, and, likewise, \var{j1} equal to |
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445 the previous \var{j2}. |
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446 |
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447 The \var{tag} values are strings, with these meanings: |
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448 |
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449 \begin{tableii}{l|l}{code}{Value}{Meaning} |
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450 \lineii{'replace'}{\code{\var{a}[\var{i1}:\var{i2}]} should be |
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451 replaced by \code{\var{b}[\var{j1}:\var{j2}]}.} |
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452 \lineii{'delete'}{\code{\var{a}[\var{i1}:\var{i2}]} should be |
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453 deleted. Note that \code{\var{j1} == \var{j2}} in |
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454 this case.} |
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455 \lineii{'insert'}{\code{\var{b}[\var{j1}:\var{j2}]} should be |
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456 inserted at \code{\var{a}[\var{i1}:\var{i1}]}. |
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457 Note that \code{\var{i1} == \var{i2}} in this |
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458 case.} |
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459 \lineii{'equal'}{\code{\var{a}[\var{i1}:\var{i2}] == |
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460 \var{b}[\var{j1}:\var{j2}]} (the sub-sequences are |
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461 equal).} |
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462 \end{tableii} |
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463 |
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464 For example: |
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465 |
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466 \begin{verbatim} |
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467 >>> a = "qabxcd" |
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468 >>> b = "abycdf" |
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469 >>> s = SequenceMatcher(None, a, b) |
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470 >>> for tag, i1, i2, j1, j2 in s.get_opcodes(): |
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471 ... print ("%7s a[%d:%d] (%s) b[%d:%d] (%s)" % |
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472 ... (tag, i1, i2, a[i1:i2], j1, j2, b[j1:j2])) |
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473 delete a[0:1] (q) b[0:0] () |
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474 equal a[1:3] (ab) b[0:2] (ab) |
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475 replace a[3:4] (x) b[2:3] (y) |
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476 equal a[4:6] (cd) b[3:5] (cd) |
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477 insert a[6:6] () b[5:6] (f) |
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478 \end{verbatim} |
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479 \end{methoddesc} |
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480 |
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481 \begin{methoddesc}{get_grouped_opcodes}{\optional{n}} |
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482 Return a generator of groups with up to \var{n} lines of context. |
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483 |
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484 Starting with the groups returned by \method{get_opcodes()}, |
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485 this method splits out smaller change clusters and eliminates |
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486 intervening ranges which have no changes. |
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487 |
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488 The groups are returned in the same format as \method{get_opcodes()}. |
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489 \versionadded{2.3} |
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490 \end{methoddesc} |
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491 |
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492 \begin{methoddesc}{ratio}{} |
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493 Return a measure of the sequences' similarity as a float in the |
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494 range [0, 1]. |
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495 |
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496 Where T is the total number of elements in both sequences, and M is |
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497 the number of matches, this is 2.0*M / T. Note that this is |
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498 \code{1.0} if the sequences are identical, and \code{0.0} if they |
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499 have nothing in common. |
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500 |
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501 This is expensive to compute if \method{get_matching_blocks()} or |
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502 \method{get_opcodes()} hasn't already been called, in which case you |
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503 may want to try \method{quick_ratio()} or |
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504 \method{real_quick_ratio()} first to get an upper bound. |
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505 \end{methoddesc} |
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506 |
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507 \begin{methoddesc}{quick_ratio}{} |
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508 Return an upper bound on \method{ratio()} relatively quickly. |
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509 |
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510 This isn't defined beyond that it is an upper bound on |
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511 \method{ratio()}, and is faster to compute. |
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512 \end{methoddesc} |
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513 |
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514 \begin{methoddesc}{real_quick_ratio}{} |
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515 Return an upper bound on \method{ratio()} very quickly. |
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516 |
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517 This isn't defined beyond that it is an upper bound on |
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518 \method{ratio()}, and is faster to compute than either |
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519 \method{ratio()} or \method{quick_ratio()}. |
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520 \end{methoddesc} |
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521 |
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522 The three methods that return the ratio of matching to total characters |
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523 can give different results due to differing levels of approximation, |
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524 although \method{quick_ratio()} and \method{real_quick_ratio()} are always |
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525 at least as large as \method{ratio()}: |
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526 |
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527 \begin{verbatim} |
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528 >>> s = SequenceMatcher(None, "abcd", "bcde") |
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529 >>> s.ratio() |
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530 0.75 |
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531 >>> s.quick_ratio() |
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532 0.75 |
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533 >>> s.real_quick_ratio() |
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534 1.0 |
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535 \end{verbatim} |
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536 |
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537 |
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538 \subsection{SequenceMatcher Examples \label{sequencematcher-examples}} |
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539 |
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540 |
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541 This example compares two strings, considering blanks to be ``junk:'' |
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542 |
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543 \begin{verbatim} |
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544 >>> s = SequenceMatcher(lambda x: x == " ", |
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545 ... "private Thread currentThread;", |
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546 ... "private volatile Thread currentThread;") |
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547 \end{verbatim} |
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548 |
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549 \method{ratio()} returns a float in [0, 1], measuring the similarity |
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550 of the sequences. As a rule of thumb, a \method{ratio()} value over |
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551 0.6 means the sequences are close matches: |
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552 |
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553 \begin{verbatim} |
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554 >>> print round(s.ratio(), 3) |
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555 0.866 |
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556 \end{verbatim} |
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557 |
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558 If you're only interested in where the sequences match, |
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559 \method{get_matching_blocks()} is handy: |
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560 |
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561 \begin{verbatim} |
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562 >>> for block in s.get_matching_blocks(): |
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563 ... print "a[%d] and b[%d] match for %d elements" % block |
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564 a[0] and b[0] match for 8 elements |
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565 a[8] and b[17] match for 6 elements |
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566 a[14] and b[23] match for 15 elements |
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567 a[29] and b[38] match for 0 elements |
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568 \end{verbatim} |
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569 |
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570 Note that the last tuple returned by \method{get_matching_blocks()} is |
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571 always a dummy, \code{(len(\var{a}), len(\var{b}), 0)}, and this is |
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572 the only case in which the last tuple element (number of elements |
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573 matched) is \code{0}. |
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574 |
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575 If you want to know how to change the first sequence into the second, |
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576 use \method{get_opcodes()}: |
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577 |
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578 \begin{verbatim} |
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579 >>> for opcode in s.get_opcodes(): |
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580 ... print "%6s a[%d:%d] b[%d:%d]" % opcode |
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581 equal a[0:8] b[0:8] |
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582 insert a[8:8] b[8:17] |
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583 equal a[8:14] b[17:23] |
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584 equal a[14:29] b[23:38] |
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585 \end{verbatim} |
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586 |
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587 See also the function \function{get_close_matches()} in this module, |
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588 which shows how simple code building on \class{SequenceMatcher} can be |
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589 used to do useful work. |
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590 |
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591 |
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592 \subsection{Differ Objects \label{differ-objects}} |
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593 |
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594 Note that \class{Differ}-generated deltas make no claim to be |
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595 \strong{minimal} diffs. To the contrary, minimal diffs are often |
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596 counter-intuitive, because they synch up anywhere possible, sometimes |
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597 accidental matches 100 pages apart. Restricting synch points to |
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598 contiguous matches preserves some notion of locality, at the |
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599 occasional cost of producing a longer diff. |
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600 |
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601 The \class{Differ} class has this constructor: |
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602 |
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603 \begin{classdesc}{Differ}{\optional{linejunk\optional{, charjunk}}} |
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604 Optional keyword parameters \var{linejunk} and \var{charjunk} are |
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605 for filter functions (or \code{None}): |
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606 |
|
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607 \var{linejunk}: A function that accepts a single string |
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608 argument, and returns true if the string is junk. The default is |
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609 \code{None}, meaning that no line is considered junk. |
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610 |
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611 \var{charjunk}: A function that accepts a single character argument |
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612 (a string of length 1), and returns true if the character is junk. |
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613 The default is \code{None}, meaning that no character is |
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614 considered junk. |
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615 \end{classdesc} |
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616 |
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617 \class{Differ} objects are used (deltas generated) via a single |
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618 method: |
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619 |
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620 \begin{methoddesc}{compare}{a, b} |
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621 Compare two sequences of lines, and generate the delta (a sequence |
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622 of lines). |
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623 |
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624 Each sequence must contain individual single-line strings ending |
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625 with newlines. Such sequences can be obtained from the |
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626 \method{readlines()} method of file-like objects. The delta generated |
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627 also consists of newline-terminated strings, ready to be printed as-is |
| 21106 | 628 via the \method{writelines()} method of a file-like object. |
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629 \end{methoddesc} |
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630 |
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631 |
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632 \subsection{Differ Example \label{differ-examples}} |
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633 |
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634 This example compares two texts. First we set up the texts, sequences |
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635 of individual single-line strings ending with newlines (such sequences |
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636 can also be obtained from the \method{readlines()} method of file-like |
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637 objects): |
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638 |
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639 \begin{verbatim} |
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640 >>> text1 = ''' 1. Beautiful is better than ugly. |
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641 ... 2. Explicit is better than implicit. |
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642 ... 3. Simple is better than complex. |
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643 ... 4. Complex is better than complicated. |
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644 ... '''.splitlines(1) |
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645 >>> len(text1) |
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646 4 |
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647 >>> text1[0][-1] |
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648 '\n' |
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649 >>> text2 = ''' 1. Beautiful is better than ugly. |
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650 ... 3. Simple is better than complex. |
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651 ... 4. Complicated is better than complex. |
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652 ... 5. Flat is better than nested. |
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653 ... '''.splitlines(1) |
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654 \end{verbatim} |
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655 |
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656 Next we instantiate a Differ object: |
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657 |
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658 \begin{verbatim} |
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659 >>> d = Differ() |
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660 \end{verbatim} |
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661 |
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662 Note that when instantiating a \class{Differ} object we may pass |
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663 functions to filter out line and character ``junk.'' See the |
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664 \method{Differ()} constructor for details. |
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665 |
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666 Finally, we compare the two: |
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667 |
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668 \begin{verbatim} |
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Make difflib.ndiff() and difflib.Differ.compare() generators. This
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669 >>> result = list(d.compare(text1, text2)) |
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670 \end{verbatim} |
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671 |
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672 \code{result} is a list of strings, so let's pretty-print it: |
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673 |
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674 \begin{verbatim} |
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675 >>> from pprint import pprint |
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676 >>> pprint(result) |
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677 [' 1. Beautiful is better than ugly.\n', |
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678 '- 2. Explicit is better than implicit.\n', |
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679 '- 3. Simple is better than complex.\n', |
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680 '+ 3. Simple is better than complex.\n', |
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681 '? ++ \n', |
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682 '- 4. Complex is better than complicated.\n', |
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683 '? ^ ---- ^ \n', |
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684 '+ 4. Complicated is better than complex.\n', |
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685 '? ++++ ^ ^ \n', |
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686 '+ 5. Flat is better than nested.\n'] |
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687 \end{verbatim} |
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688 |
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689 As a single multi-line string it looks like this: |
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690 |
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691 \begin{verbatim} |
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692 >>> import sys |
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693 >>> sys.stdout.writelines(result) |
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694 1. Beautiful is better than ugly. |
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695 - 2. Explicit is better than implicit. |
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696 - 3. Simple is better than complex. |
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697 + 3. Simple is better than complex. |
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698 ? ++ |
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699 - 4. Complex is better than complicated. |
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700 ? ^ ---- ^ |
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701 + 4. Complicated is better than complex. |
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702 ? ++++ ^ ^ |
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703 + 5. Flat is better than nested. |
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704 \end{verbatim} |
