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#5960 Add utility for computing "edit distance" between two strings.
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@ -142,3 +142,51 @@ size_t RiaStdStringTools::findCharMatchCount( const std::string& s, char c )
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}
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return count;
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}
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//--------------------------------------------------------------------------------------------------
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/// Function to find Levenshtein Distance between two strings (x and y).
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/// Adapted from pseudocode from wikipedia: https://en.wikipedia.org/wiki/Levenshtein_distance
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/// Implementation is the Wagner-Fischer variant: https://en.wikipedia.org/wiki/Wagner-Fischer_algorithm
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///
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/// Return value is higher when strings are more "different", and zero when strings are equal.
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//--------------------------------------------------------------------------------------------------
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int RiaStdStringTools::computeEditDistance( const std::string& x, const std::string& y )
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{
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// for all i and j, T[i,j] will hold the Levenshtein distance between
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// the first i characters of x and the first j characters of y
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int m = x.length();
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int n = y.length();
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std::vector<std::vector<int>> T( m + 1, std::vector<int>( n + 1, 0 ) );
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// source prefixes can be transformed into empty string by
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// dropping all characters
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for ( int i = 1; i <= m; i++ )
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T[i][0] = i;
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// target prefixes can be reached from empty source prefix
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// by inserting every character
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for ( int j = 1; j <= n; j++ )
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T[0][j] = j;
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// fill the lookup table in bottom-up manner
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for ( int i = 1; i <= m; i++ )
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{
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for ( int j = 1; j <= n; j++ )
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{
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int substitutionCost;
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if ( x[i - 1] == y[j - 1] )
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substitutionCost = 0;
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else
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substitutionCost = 1;
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int deletion = T[i - 1][j] + 1;
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int insertion = T[i][j - 1] + 1;
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int replacement = T[i - 1][j - 1] + substitutionCost;
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T[i][j] = std::min( std::min( deletion, insertion ), replacement );
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}
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}
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// The distance between the two full strings as the last value computed.
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return T[m][n];
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}
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@ -43,6 +43,8 @@ public:
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static std::vector<std::string> splitStringBySpace( const std::string& s );
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static int computeEditDistance( const std::string& x, const std::string& y);
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private:
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template <class Container>
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static void splitByDelimiter( const std::string& str, Container& cont, char delimiter = ' ' );
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@ -23,3 +23,21 @@ TEST( RiaStdStringToolsTest, ParseNumbers )
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EXPECT_TRUE( RiaStdStringTools::isNumber( text, decimalPoint ) );
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}
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}
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//--------------------------------------------------------------------------------------------------
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///
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//--------------------------------------------------------------------------------------------------
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TEST( RiaStdStringToolsTest, EditDistance )
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{
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// Equal string needs zero edits
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EXPECT_EQ( 0, RiaStdStringTools::computeEditDistance( "same", "same" ) );
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// Empty strings are also zero edits
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EXPECT_EQ( 0, RiaStdStringTools::computeEditDistance( "", "" ) );
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// Examples from wikipedia
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EXPECT_EQ( 3, RiaStdStringTools::computeEditDistance( "kitten", "sitting" ) );
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EXPECT_EQ( 3, RiaStdStringTools::computeEditDistance( "sitting", "kitten" ) );
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EXPECT_EQ( 3, RiaStdStringTools::computeEditDistance( "Saturday", "Sunday" ) );
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EXPECT_EQ( 3, RiaStdStringTools::computeEditDistance( "Sunday", "Saturday" ) );
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}
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