Mercurial > cpython-lru_cache-weakref
annotate Doc/lib/libdifflib.tex @ 33319:6d3bdd19beeb legacy-trunk
Patch #914575: difflib side by side diff support, diff.py s/b/s HTML option.
| author | Martin v. Löwis <martin@v.loewis.de> |
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| date | Sun, 29 Aug 2004 16:34:40 +0000 |
| parents | 6e3758ed1ef4 |
| children | 5570fae1f01c |
| rev | line source |
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Documentation for the difflib module, converted from the module docstrings.
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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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Add note that difflib was added in Python 2.1.
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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 comparision |
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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__}{ |
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65 \optional{, tabsize |
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66 \optional{, wrapcolumn |
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67 \optional{, linejunk |
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68 \optional{, charjunk}}}}} |
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69 |
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70 Initializes instance of \class{HtmlDiff}. |
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71 |
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72 \var{tabsize} is an optional keyword argument to specify tab stop spacing |
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73 and defaults to \code{8}. |
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74 |
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75 \var{wrapcolumn} is an optional keyword to specify column number where |
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76 lines are broken and wrapped, defaults to \code{None} where lines are not |
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77 wrapped. |
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78 |
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79 \var{linejunk} and \var{charjunk} are optional keyword arguments passed |
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80 into \code{ndiff()} (used to by \class{HtmlDiff} to generate the |
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81 side by side HTML differences). See \code{ndiff()} documentation for |
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82 argument default values and descriptions. |
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83 \end{funcdesc} |
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84 |
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85 The following methods are public: |
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86 |
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87 \begin{funcdesc}{make_file}{fromlines, tolines |
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88 \optional{, fromdesc |
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89 \optional{, todesc |
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90 \optional{, context |
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91 \optional{, numlines}}}}} |
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92 Compares \var{fromlines} and \var{tolines} (lists of strings) and returns |
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93 a string which is a complete HTML file containing a table showing line by |
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94 line differences with inter-line and intra-line changes highlighted. |
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95 |
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96 \var{fromdesc} and \var{todesc} are optional keyword arguments to specify |
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97 from/to file column header strings (both default to an empty string). |
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98 |
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99 \var{context} and \var{numlines} are both optional keyword arguments. |
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100 Set \var{context} to \code{True} when contextual differences are to be |
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101 shown, else the default is \code{False} to show the full files. |
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102 \var{numlines} defaults to \code{5}. When \var{context} is \code{True} |
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103 \var{numlines} controls the number of context lines which surround the |
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104 difference highlights. When \var{context} is \code{False} \var{numlines} |
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105 controls the number of lines which are shown before a difference |
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106 highlight when using the "next" hyperlinks (setting to zero would cause |
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107 the "next" hyperlinks to place the next difference highlight at the top of |
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108 the browser without any leading context). |
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109 \end{funcdesc} |
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110 |
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111 \begin{funcdesc}{make_table}{fromlines, tolines |
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112 \optional{, fromdesc |
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113 \optional{, todesc |
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114 \optional{, context}}}} |
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115 Compares \var{fromlines} and \var{tolines} (lists of strings) and returns |
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116 a string which is a complete HTML table showing line by line differences |
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117 with inter-line and intra-line changes highlighted. |
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118 |
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119 The arguments of this method are a subset of those for the |
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120 \code{make_file} method. Refer to the \code{make_file} method |
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121 documentation. |
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122 \end{funcdesc} |
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123 |
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124 \file{Tools/scripts/ndiff.py} is a command-line front-end to this class |
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125 and contains a good example of its use. |
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126 \end{classdesc*} |
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127 |
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128 \begin{funcdesc}{context_diff}{a, b\optional{, fromfile\optional{, tofile |
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129 \optional{, fromfiledate\optional{, tofiledate\optional{, n |
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130 \optional{, lineterm}}}}}}} |
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131 Compare \var{a} and \var{b} (lists of strings); return a |
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132 delta (a generator generating the delta lines) in context diff |
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133 format. |
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134 |
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135 Context diffs are a compact way of showing just the lines that have |
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136 changed plus a few lines of context. The changes are shown in a |
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137 before/after style. The number of context lines is set by \var{n} |
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138 which defaults to three. |
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139 |
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140 By default, the diff control lines (those with \code{***} or \code{---}) |
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141 are created with a trailing newline. This is helpful so that inputs created |
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142 from \function{file.readlines()} result in diffs that are suitable for use |
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143 with \function{file.writelines()} since both the inputs and outputs have |
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144 trailing newlines. |
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145 |
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146 For inputs that do not have trailing newlines, set the \var{lineterm} |
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147 argument to \code{""} so that the output will be uniformly newline free. |
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148 |
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149 The context diff format normally has a header for filenames and |
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150 modification times. Any or all of these may be specified using strings for |
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151 \var{fromfile}, \var{tofile}, \var{fromfiledate}, and \var{tofiledate}. |
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152 The modification times are normally expressed in the format returned by |
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153 \function{time.ctime()}. If not specified, the strings default to blanks. |
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154 |
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155 \file{Tools/scripts/diff.py} is a command-line front-end for this |
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156 function. |
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157 |
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158 \versionadded{2.3} |
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159 \end{funcdesc} |
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160 |
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161 \begin{funcdesc}{get_close_matches}{word, possibilities\optional{, |
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162 n\optional{, cutoff}}} |
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163 Return a list of the best ``good enough'' matches. \var{word} is a |
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164 sequence for which close matches are desired (typically a string), |
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165 and \var{possibilities} is a list of sequences against which to |
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166 match \var{word} (typically a list of strings). |
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167 |
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168 Optional argument \var{n} (default \code{3}) is the maximum number |
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169 of close matches to return; \var{n} must be greater than \code{0}. |
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170 |
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171 Optional argument \var{cutoff} (default \code{0.6}) is a float in |
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172 the range [0, 1]. Possibilities that don't score at least that |
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173 similar to \var{word} are ignored. |
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174 |
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175 The best (no more than \var{n}) matches among the possibilities are |
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176 returned in a list, sorted by similarity score, most similar first. |
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177 |
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178 \begin{verbatim} |
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179 >>> get_close_matches('appel', ['ape', 'apple', 'peach', 'puppy']) |
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180 ['apple', 'ape'] |
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181 >>> import keyword |
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182 >>> get_close_matches('wheel', keyword.kwlist) |
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183 ['while'] |
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184 >>> get_close_matches('apple', keyword.kwlist) |
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185 [] |
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186 >>> get_close_matches('accept', keyword.kwlist) |
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187 ['except'] |
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188 \end{verbatim} |
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189 \end{funcdesc} |
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190 |
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191 \begin{funcdesc}{ndiff}{a, b\optional{, linejunk\optional{, |
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192 charjunk}}} |
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193 Compare \var{a} and \var{b} (lists of strings); return a |
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194 \class{Differ}-style delta (a generator generating the delta lines). |
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195 |
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196 Optional keyword parameters \var{linejunk} and \var{charjunk} are |
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197 for filter functions (or \code{None}): |
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198 |
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199 \var{linejunk}: A function that accepts a single string |
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200 argument, and returns true if the string is junk, or false if not. |
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201 The default is (\code{None}), starting with Python 2.3. Before then, |
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202 the default was the module-level function |
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203 \function{IS_LINE_JUNK()}, which filters out lines without visible |
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204 characters, except for at most one pound character (\character{\#}). |
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205 As of Python 2.3, the underlying \class{SequenceMatcher} class |
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206 does a dynamic analysis of which lines are so frequent as to |
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207 constitute noise, and this usually works better than the pre-2.3 |
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208 default. |
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209 |
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210 \var{charjunk}: A function that accepts a character (a string of |
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211 length 1), and returns if the character is junk, or false if not. |
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212 The default is module-level function \function{IS_CHARACTER_JUNK()}, |
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213 which filters out whitespace characters (a blank or tab; note: bad |
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214 idea to include newline in this!). |
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215 |
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216 \file{Tools/scripts/ndiff.py} is a command-line front-end to this |
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217 function. |
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218 |
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219 \begin{verbatim} |
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220 >>> diff = ndiff('one\ntwo\nthree\n'.splitlines(1), |
| 26556 | 221 ... 'ore\ntree\nemu\n'.splitlines(1)) |
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222 >>> print ''.join(diff), |
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223 - one |
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224 ? ^ |
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225 + ore |
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226 ? ^ |
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227 - two |
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228 - three |
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229 ? - |
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230 + tree |
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231 + emu |
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232 \end{verbatim} |
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233 \end{funcdesc} |
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234 |
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235 \begin{funcdesc}{restore}{sequence, which} |
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236 Return one of the two sequences that generated a delta. |
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237 |
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238 Given a \var{sequence} produced by \method{Differ.compare()} or |
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239 \function{ndiff()}, extract lines originating from file 1 or 2 |
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240 (parameter \var{which}), stripping off line prefixes. |
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241 |
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242 Example: |
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243 |
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244 \begin{verbatim} |
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245 >>> diff = ndiff('one\ntwo\nthree\n'.splitlines(1), |
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246 ... 'ore\ntree\nemu\n'.splitlines(1)) |
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247 >>> diff = list(diff) # materialize the generated delta into a list |
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248 >>> print ''.join(restore(diff, 1)), |
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249 one |
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250 two |
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251 three |
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252 >>> print ''.join(restore(diff, 2)), |
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253 ore |
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254 tree |
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255 emu |
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256 \end{verbatim} |
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257 |
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258 \end{funcdesc} |
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259 |
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260 \begin{funcdesc}{unified_diff}{a, b\optional{, fromfile\optional{, tofile |
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261 \optional{, fromfiledate\optional{, tofiledate\optional{, n |
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262 \optional{, lineterm}}}}}}} |
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263 Compare \var{a} and \var{b} (lists of strings); return a |
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264 delta (a generator generating the delta lines) in unified diff |
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265 format. |
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266 |
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267 Unified diffs are a compact way of showing just the lines that have |
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268 changed plus a few lines of context. The changes are shown in a |
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269 inline style (instead of separate before/after blocks). The number |
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270 of context lines is set by \var{n} which defaults to three. |
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271 |
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272 By default, the diff control lines (those with \code{---}, \code{+++}, |
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273 or \code{@@}) are created with a trailing newline. This is helpful so |
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274 that inputs created from \function{file.readlines()} result in diffs |
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275 that are suitable for use with \function{file.writelines()} since both |
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276 the inputs and outputs have trailing newlines. |
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277 |
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278 For inputs that do not have trailing newlines, set the \var{lineterm} |
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279 argument to \code{""} so that the output will be uniformly newline free. |
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280 |
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281 The context diff format normally has a header for filenames and |
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282 modification times. Any or all of these may be specified using strings for |
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283 \var{fromfile}, \var{tofile}, \var{fromfiledate}, and \var{tofiledate}. |
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284 The modification times are normally expressed in the format returned by |
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285 \function{time.ctime()}. If not specified, the strings default to blanks. |
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286 |
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287 \file{Tools/scripts/diff.py} is a command-line front-end for this |
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288 function. |
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289 |
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290 \versionadded{2.3} |
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291 \end{funcdesc} |
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292 |
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293 \begin{funcdesc}{IS_LINE_JUNK}{line} |
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294 Return true for ignorable lines. The line \var{line} is ignorable |
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295 if \var{line} is blank or contains a single \character{\#}, |
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296 otherwise it is not ignorable. Used as a default for parameter |
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297 \var{linejunk} in \function{ndiff()} before Python 2.3. |
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298 \end{funcdesc} |
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299 |
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300 |
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301 \begin{funcdesc}{IS_CHARACTER_JUNK}{ch} |
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302 Return true for ignorable characters. The character \var{ch} is |
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303 ignorable if \var{ch} is a space or tab, otherwise it is not |
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304 ignorable. Used as a default for parameter \var{charjunk} in |
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305 \function{ndiff()}. |
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306 \end{funcdesc} |
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307 |
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308 |
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309 \begin{seealso} |
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310 \seetitle[http://www.ddj.com/documents/s=1103/ddj8807c/] |
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311 {Pattern Matching: The Gestalt Approach}{Discussion of a |
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312 similar algorithm by John W. Ratcliff and D. E. Metzener. |
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313 This was published in |
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314 \citetitle[http://www.ddj.com/]{Dr. Dobb's Journal} in |
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315 July, 1988.} |
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316 \end{seealso} |
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317 |
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318 |
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319 \subsection{SequenceMatcher Objects \label{sequence-matcher}} |
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320 |
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321 The \class{SequenceMatcher} class has this constructor: |
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322 |
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323 \begin{classdesc}{SequenceMatcher}{\optional{isjunk\optional{, |
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324 a\optional{, b}}}} |
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325 Optional argument \var{isjunk} must be \code{None} (the default) or |
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326 a one-argument function that takes a sequence element and returns |
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327 true if and only if the element is ``junk'' and should be ignored. |
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328 Passing \code{None} for \var{b} is equivalent to passing |
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329 \code{lambda x: 0}; in other words, no elements are ignored. For |
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330 example, pass: |
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331 |
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332 \begin{verbatim} |
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333 lambda x: x in " \t" |
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334 \end{verbatim} |
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335 |
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336 if you're comparing lines as sequences of characters, and don't want |
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337 to synch up on blanks or hard tabs. |
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338 |
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339 The optional arguments \var{a} and \var{b} are sequences to be |
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340 compared; both default to empty strings. The elements of both |
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341 sequences must be hashable. |
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342 \end{classdesc} |
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343 |
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344 |
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345 \class{SequenceMatcher} objects have the following methods: |
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346 |
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347 \begin{methoddesc}{set_seqs}{a, b} |
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348 Set the two sequences to be compared. |
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349 \end{methoddesc} |
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350 |
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351 \class{SequenceMatcher} computes and caches detailed information about |
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352 the second sequence, so if you want to compare one sequence against |
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353 many sequences, use \method{set_seq2()} to set the commonly used |
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354 sequence once and call \method{set_seq1()} repeatedly, once for each |
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355 of the other sequences. |
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356 |
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357 \begin{methoddesc}{set_seq1}{a} |
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358 Set the first sequence to be compared. The second 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}{set_seq2}{b} |
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363 Set the second sequence to be compared. The first sequence to be |
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364 compared is not changed. |
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365 \end{methoddesc} |
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366 |
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367 \begin{methoddesc}{find_longest_match}{alo, ahi, blo, bhi} |
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368 Find longest matching block in \code{\var{a}[\var{alo}:\var{ahi}]} |
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369 and \code{\var{b}[\var{blo}:\var{bhi}]}. |
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370 |
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371 If \var{isjunk} was omitted or \code{None}, |
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372 \method{get_longest_match()} returns \code{(\var{i}, \var{j}, |
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373 \var{k})} such that \code{\var{a}[\var{i}:\var{i}+\var{k}]} is equal |
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374 to \code{\var{b}[\var{j}:\var{j}+\var{k}]}, where |
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375 \code{\var{alo} <= \var{i} <= \var{i}+\var{k} <= \var{ahi}} and |
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376 \code{\var{blo} <= \var{j} <= \var{j}+\var{k} <= \var{bhi}}. |
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377 For all \code{(\var{i'}, \var{j'}, \var{k'})} meeting those |
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378 conditions, the additional conditions |
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379 \code{\var{k} >= \var{k'}}, |
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380 \code{\var{i} <= \var{i'}}, |
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381 and if \code{\var{i} == \var{i'}}, \code{\var{j} <= \var{j'}} |
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382 are also met. |
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383 In other words, of all maximal matching blocks, return one that |
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384 starts earliest in \var{a}, and of all those maximal matching blocks |
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385 that start earliest in \var{a}, return the one that starts earliest |
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386 in \var{b}. |
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387 |
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388 \begin{verbatim} |
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389 >>> s = SequenceMatcher(None, " abcd", "abcd abcd") |
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390 >>> s.find_longest_match(0, 5, 0, 9) |
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391 (0, 4, 5) |
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392 \end{verbatim} |
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393 |
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394 If \var{isjunk} was provided, first the longest matching block is |
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395 determined as above, but with the additional restriction that no |
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396 junk element appears in the block. Then that block is extended as |
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397 far as possible by matching (only) junk elements on both sides. |
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398 So the resulting block never matches on junk except as identical |
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399 junk happens to be adjacent to an interesting match. |
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400 |
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401 Here's the same example as before, but considering blanks to be junk. |
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402 That prevents \code{' abcd'} from matching the \code{' abcd'} at the |
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403 tail end of the second sequence directly. Instead only the |
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404 \code{'abcd'} can match, and matches the leftmost \code{'abcd'} in |
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405 the second sequence: |
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406 |
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407 \begin{verbatim} |
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408 >>> s = SequenceMatcher(lambda x: x==" ", " abcd", "abcd abcd") |
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409 >>> s.find_longest_match(0, 5, 0, 9) |
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410 (1, 0, 4) |
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411 \end{verbatim} |
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412 |
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413 If no blocks match, this returns \code{(\var{alo}, \var{blo}, 0)}. |
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414 \end{methoddesc} |
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415 |
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416 \begin{methoddesc}{get_matching_blocks}{} |
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417 Return list of triples describing matching subsequences. |
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418 Each triple is of the form \code{(\var{i}, \var{j}, \var{n})}, and |
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419 means that \code{\var{a}[\var{i}:\var{i}+\var{n}] == |
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420 \var{b}[\var{j}:\var{j}+\var{n}]}. The triples are monotonically |
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421 increasing in \var{i} and \var{j}. |
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422 |
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423 The last triple is a dummy, and has the value \code{(len(\var{a}), |
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424 len(\var{b}), 0)}. It is the only triple with \code{\var{n} == 0}. |
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425 % Explain why a dummy is used! |
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426 |
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427 \begin{verbatim} |
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428 >>> s = SequenceMatcher(None, "abxcd", "abcd") |
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429 >>> s.get_matching_blocks() |
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430 [(0, 0, 2), (3, 2, 2), (5, 4, 0)] |
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431 \end{verbatim} |
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432 \end{methoddesc} |
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433 |
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434 \begin{methoddesc}{get_opcodes}{} |
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435 Return list of 5-tuples describing how to turn \var{a} into \var{b}. |
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436 Each tuple is of the form \code{(\var{tag}, \var{i1}, \var{i2}, |
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437 \var{j1}, \var{j2})}. The first tuple has \code{\var{i1} == |
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438 \var{j1} == 0}, and remaining tuples have \var{i1} equal to the |
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439 \var{i2} from the preceeding tuple, and, likewise, \var{j1} equal to |
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440 the previous \var{j2}. |
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441 |
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442 The \var{tag} values are strings, with these meanings: |
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443 |
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444 \begin{tableii}{l|l}{code}{Value}{Meaning} |
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445 \lineii{'replace'}{\code{\var{a}[\var{i1}:\var{i2}]} should be |
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446 replaced by \code{\var{b}[\var{j1}:\var{j2}]}.} |
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447 \lineii{'delete'}{\code{\var{a}[\var{i1}:\var{i2}]} should be |
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448 deleted. Note that \code{\var{j1} == \var{j2}} in |
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449 this case.} |
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450 \lineii{'insert'}{\code{\var{b}[\var{j1}:\var{j2}]} should be |
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451 inserted at \code{\var{a}[\var{i1}:\var{i1}]}. |
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452 Note that \code{\var{i1} == \var{i2}} in this |
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453 case.} |
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454 \lineii{'equal'}{\code{\var{a}[\var{i1}:\var{i2}] == |
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455 \var{b}[\var{j1}:\var{j2}]} (the sub-sequences are |
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456 equal).} |
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457 \end{tableii} |
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458 |
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459 For example: |
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460 |
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461 \begin{verbatim} |
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462 >>> a = "qabxcd" |
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463 >>> b = "abycdf" |
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464 >>> s = SequenceMatcher(None, a, b) |
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465 >>> for tag, i1, i2, j1, j2 in s.get_opcodes(): |
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466 ... print ("%7s a[%d:%d] (%s) b[%d:%d] (%s)" % |
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467 ... (tag, i1, i2, a[i1:i2], j1, j2, b[j1:j2])) |
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468 delete a[0:1] (q) b[0:0] () |
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469 equal a[1:3] (ab) b[0:2] (ab) |
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470 replace a[3:4] (x) b[2:3] (y) |
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471 equal a[4:6] (cd) b[3:5] (cd) |
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472 insert a[6:6] () b[5:6] (f) |
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473 \end{verbatim} |
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474 \end{methoddesc} |
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475 |
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476 \begin{methoddesc}{get_grouped_opcodes}{\optional{n}} |
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477 Return a generator of groups with up to \var{n} lines of context. |
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478 |
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479 Starting with the groups returned by \method{get_opcodes()}, |
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480 this method splits out smaller change clusters and eliminates |
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481 intervening ranges which have no changes. |
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482 |
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483 The groups are returned in the same format as \method{get_opcodes()}. |
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484 \versionadded{2.3} |
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485 \end{methoddesc} |
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486 |
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487 \begin{methoddesc}{ratio}{} |
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488 Return a measure of the sequences' similarity as a float in the |
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489 range [0, 1]. |
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490 |
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491 Where T is the total number of elements in both sequences, and M is |
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492 the number of matches, this is 2.0*M / T. Note that this is |
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493 \code{1.0} if the sequences are identical, and \code{0.0} if they |
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494 have nothing in common. |
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495 |
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496 This is expensive to compute if \method{get_matching_blocks()} or |
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497 \method{get_opcodes()} hasn't already been called, in which case you |
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498 may want to try \method{quick_ratio()} or |
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499 \method{real_quick_ratio()} first to get an upper bound. |
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500 \end{methoddesc} |
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501 |
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502 \begin{methoddesc}{quick_ratio}{} |
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503 Return an upper bound on \method{ratio()} relatively quickly. |
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504 |
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505 This isn't defined beyond that it is an upper bound on |
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506 \method{ratio()}, and is faster to compute. |
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507 \end{methoddesc} |
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508 |
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509 \begin{methoddesc}{real_quick_ratio}{} |
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510 Return an upper bound on \method{ratio()} very quickly. |
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511 |
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512 This isn't defined beyond that it is an upper bound on |
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513 \method{ratio()}, and is faster to compute than either |
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514 \method{ratio()} or \method{quick_ratio()}. |
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515 \end{methoddesc} |
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516 |
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517 The three methods that return the ratio of matching to total characters |
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518 can give different results due to differing levels of approximation, |
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519 although \method{quick_ratio()} and \method{real_quick_ratio()} are always |
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520 at least as large as \method{ratio()}: |
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521 |
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522 \begin{verbatim} |
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523 >>> s = SequenceMatcher(None, "abcd", "bcde") |
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524 >>> s.ratio() |
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525 0.75 |
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526 >>> s.quick_ratio() |
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527 0.75 |
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528 >>> s.real_quick_ratio() |
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529 1.0 |
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530 \end{verbatim} |
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531 |
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532 |
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533 \subsection{SequenceMatcher Examples \label{sequencematcher-examples}} |
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534 |
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535 |
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536 This example compares two strings, considering blanks to be ``junk:'' |
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537 |
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538 \begin{verbatim} |
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539 >>> s = SequenceMatcher(lambda x: x == " ", |
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540 ... "private Thread currentThread;", |
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541 ... "private volatile Thread currentThread;") |
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542 \end{verbatim} |
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543 |
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544 \method{ratio()} returns a float in [0, 1], measuring the similarity |
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545 of the sequences. As a rule of thumb, a \method{ratio()} value over |
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546 0.6 means the sequences are close matches: |
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547 |
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548 \begin{verbatim} |
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549 >>> print round(s.ratio(), 3) |
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550 0.866 |
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551 \end{verbatim} |
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552 |
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553 If you're only interested in where the sequences match, |
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554 \method{get_matching_blocks()} is handy: |
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555 |
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556 \begin{verbatim} |
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557 >>> for block in s.get_matching_blocks(): |
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558 ... print "a[%d] and b[%d] match for %d elements" % block |
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559 a[0] and b[0] match for 8 elements |
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560 a[8] and b[17] match for 6 elements |
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561 a[14] and b[23] match for 15 elements |
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562 a[29] and b[38] match for 0 elements |
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563 \end{verbatim} |
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564 |
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565 Note that the last tuple returned by \method{get_matching_blocks()} is |
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566 always a dummy, \code{(len(\var{a}), len(\var{b}), 0)}, and this is |
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567 the only case in which the last tuple element (number of elements |
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568 matched) is \code{0}. |
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569 |
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570 If you want to know how to change the first sequence into the second, |
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571 use \method{get_opcodes()}: |
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572 |
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573 \begin{verbatim} |
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574 >>> for opcode in s.get_opcodes(): |
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575 ... print "%6s a[%d:%d] b[%d:%d]" % opcode |
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576 equal a[0:8] b[0:8] |
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577 insert a[8:8] b[8:17] |
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578 equal a[8:14] b[17:23] |
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579 equal a[14:29] b[23:38] |
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580 \end{verbatim} |
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581 |
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582 See also the function \function{get_close_matches()} in this module, |
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583 which shows how simple code building on \class{SequenceMatcher} can be |
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584 used to do useful work. |
|
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585 |
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586 |
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587 \subsection{Differ Objects \label{differ-objects}} |
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588 |
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589 Note that \class{Differ}-generated deltas make no claim to be |
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590 \strong{minimal} diffs. To the contrary, minimal diffs are often |
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591 counter-intuitive, because they synch up anywhere possible, sometimes |
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592 accidental matches 100 pages apart. Restricting synch points to |
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593 contiguous matches preserves some notion of locality, at the |
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594 occasional cost of producing a longer diff. |
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595 |
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596 The \class{Differ} class has this constructor: |
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597 |
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598 \begin{classdesc}{Differ}{\optional{linejunk\optional{, charjunk}}} |
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599 Optional keyword parameters \var{linejunk} and \var{charjunk} are |
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600 for filter functions (or \code{None}): |
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601 |
|
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602 \var{linejunk}: A function that accepts a single string |
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603 argument, and returns true if the string is junk. The default is |
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604 \code{None}, meaning that no line is considered junk. |
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605 |
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606 \var{charjunk}: A function that accepts a single character argument |
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607 (a string of length 1), and returns true if the character is junk. |
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608 The default is \code{None}, meaning that no character is |
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609 considered junk. |
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610 \end{classdesc} |
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611 |
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612 \class{Differ} objects are used (deltas generated) via a single |
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613 method: |
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614 |
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615 \begin{methoddesc}{compare}{a, b} |
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616 Compare two sequences of lines, and generate the delta (a sequence |
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617 of lines). |
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618 |
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619 Each sequence must contain individual single-line strings ending |
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620 with newlines. Such sequences can be obtained from the |
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621 \method{readlines()} method of file-like objects. The delta generated |
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622 also consists of newline-terminated strings, ready to be printed as-is |
| 21106 | 623 via the \method{writelines()} method of a file-like object. |
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624 \end{methoddesc} |
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625 |
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626 |
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627 \subsection{Differ Example \label{differ-examples}} |
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628 |
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629 This example compares two texts. First we set up the texts, sequences |
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630 of individual single-line strings ending with newlines (such sequences |
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631 can also be obtained from the \method{readlines()} method of file-like |
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632 objects): |
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633 |
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634 \begin{verbatim} |
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635 >>> text1 = ''' 1. Beautiful is better than ugly. |
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636 ... 2. Explicit is better than implicit. |
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637 ... 3. Simple is better than complex. |
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638 ... 4. Complex is better than complicated. |
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639 ... '''.splitlines(1) |
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640 >>> len(text1) |
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641 4 |
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642 >>> text1[0][-1] |
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643 '\n' |
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644 >>> text2 = ''' 1. Beautiful is better than ugly. |
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645 ... 3. Simple is better than complex. |
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646 ... 4. Complicated is better than complex. |
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647 ... 5. Flat is better than nested. |
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648 ... '''.splitlines(1) |
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649 \end{verbatim} |
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650 |
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651 Next we instantiate a Differ object: |
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652 |
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653 \begin{verbatim} |
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654 >>> d = Differ() |
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655 \end{verbatim} |
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656 |
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657 Note that when instantiating a \class{Differ} object we may pass |
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658 functions to filter out line and character ``junk.'' See the |
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659 \method{Differ()} constructor for details. |
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660 |
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661 Finally, we compare the two: |
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662 |
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663 \begin{verbatim} |
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Make difflib.ndiff() and difflib.Differ.compare() generators. This
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664 >>> result = list(d.compare(text1, text2)) |
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665 \end{verbatim} |
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666 |
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667 \code{result} is a list of strings, so let's pretty-print it: |
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668 |
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669 \begin{verbatim} |
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670 >>> from pprint import pprint |
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671 >>> pprint(result) |
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672 [' 1. Beautiful is better than ugly.\n', |
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673 '- 2. Explicit is better than implicit.\n', |
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674 '- 3. Simple is better than complex.\n', |
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675 '+ 3. Simple is better than complex.\n', |
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676 '? ++ \n', |
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677 '- 4. Complex is better than complicated.\n', |
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678 '? ^ ---- ^ \n', |
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679 '+ 4. Complicated is better than complex.\n', |
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680 '? ++++ ^ ^ \n', |
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681 '+ 5. Flat is better than nested.\n'] |
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682 \end{verbatim} |
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683 |
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684 As a single multi-line string it looks like this: |
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685 |
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686 \begin{verbatim} |
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687 >>> import sys |
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688 >>> sys.stdout.writelines(result) |
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689 1. Beautiful is better than ugly. |
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690 - 2. Explicit is better than implicit. |
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691 - 3. Simple is better than complex. |
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692 + 3. Simple is better than complex. |
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693 ? ++ |
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694 - 4. Complex is better than complicated. |
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695 ? ^ ---- ^ |
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696 + 4. Complicated is better than complex. |
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697 ? ++++ ^ ^ |
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698 + 5. Flat is better than nested. |
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699 \end{verbatim} |
