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  • similar_text()

    (PHP 4, PHP 5, PHP 7)

    计算两个字符串的相似度

    说明

    similar_text(string $first, string $second[,float &$percent] ): int

    两个字符串的相似程度计算依据 Programming Classics: Implementing the World's Best Algorithms by Oliver (ISBN 0-131-00413-1)的描述进行。注意该实现没有使用 Oliver 虚拟码中的堆栈,但是却进行了递归调用,这个做法可能会导致整个过程变慢或变快。也请注意,该算法的复杂度是 O(N**3),N 是最长字符串的长度。

    参数

    $first

    第一个字符串。

    $second

    第二个字符串。

    $percent

    通过引用方式传递第三个参数,similar_text()将计算相似程度百分数。

    返回值

    返回在两个字符串中匹配字符的数目。

    参见

    Hey there,
    Be aware when using this function, that the order of passing the strings is very important if you want to calculate the percentage of similarity, in fact, altering the variables will give a very different result, example :
    <?php
    $var_1 = 'PHP IS GREAT';
    $var_2 = 'WITH MYSQL';
    similar_text($var_1, $var_2, $percent);
    echo $percent;
    // 27.272727272727
    similar_text($var_2, $var_1, $percent);
    echo $percent;
    // 18.181818181818
    ?>
    Please note that this function calculates a similarity of 0 (zero) for two empty strings.
    <?php
    similar_text("", "", $sim);
    echo $sim; // "0"
    ?>
    Recursive algorithm usually is very elegant one. I found a way to get better precision without the recursion. Imagine two different (or same) length ribbons with letters on each. You simply shifting one ribbon to left till it matches the letter the first.
    <?php
    function similarity($str1, $str2) {
      $len1 = strlen($str1);
      $len2 = strlen($str2);
      
      $max = max($len1, $len2);
      $similarity = $i = $j = 0;
      
      while (($i < $len1) && isset($str2[$j])) {
        if ($str1[$i] == $str2[$j]) {
          $similarity++;
          $i++;
          $j++;
        } elseif ($len1 < $len2) {
          $len1++;
          $j++;
        } elseif ($len1 > $len2) {
          $i++;
          $len1--;
        } else {
          $i++;
          $j++;
        }
      }
      return round($similarity / $max, 2);
    }
    $str1 = '12345678901234567890';
    $str2 = '12345678991234567890';
    echo 'Similarity: ' . (similarity($str1, $str2) * 100) . '%';
    ?>
    Note that this function is case sensitive:
    <?php
    $var1 = 'Hello';
    $var2 = 'Hello';
    $var3 = 'hello';
    echo similar_text($var1, $var2); // 5
    echo similar_text($var1, $var3); // 4
    Actually similar_text() is not bad...
    it works good. But before processing i think is a good way to make a little mod like this
    $var_1 = strtoupper("doggy");
    $var_2 = strtoupper("Dog");
    similar_text($var_1, $var_2, $percent); 
    echo $percent; // output is 75 but without strtoupper output is 50
    If performance is an issue, you may wish to use the levenshtein() function instead, which has a considerably better complexity of O(str1 * str2).
    The speed issues for similar_text seem to be only an issue for long sections of text (>20000 chars).
    I found a huge performance improvement in my application by just testing if the string to be tested was less than 20000 chars before calling similar_text.
    20000+ took 3-5 secs to process, anything else (10000 and below) took a fraction of a second.
    Fortunately for me, there was only a handful of instances with >20000 chars which I couldn't get a comparison % for.
    If you have reserved names in a database that you don't want others to use, i find this to work pretty good. 
    I added strtoupper to the variables to validate typing only. Taking case into consideration will decrease similarity. 
    <?php
    $query = mysql_query("select * from $table") or die("Query failed");
    while ($row = mysql_fetch_array($query)) {
       similar_text(strtoupper($_POST['name']), strtoupper($row['reserved']), $similarity_pst);
       if (number_format($similarity_pst, 0) > 90){
        $too_similar = $row['reserved'];
        print "The name you entered is too similar the reserved name &quot;".$row['reserved']."&quot;";
        break;
        }
      }
    ?>
    Well, as mentioned above the speed is O(N^3), i've done a longest common subsequence way that is O(m.n) where m and n are the length of str1 and str2, the result is a percentage and it seems to be exactly the same as similar_text percentage but with better performance... here's the 3 functions i'm using..
    <?php
    function LCS_Length($s1, $s2)
    {
     $m = strlen($s1);
     $n = strlen($s2);
     //this table will be used to compute the LCS-Length, only 128 chars per string are considered
     $LCS_Length_Table = array(array(128),array(128)); 
     
     
     //reset the 2 cols in the table
     for($i=1; $i < $m; $i++) $LCS_Length_Table[$i][0]=0;
     for($j=0; $j < $n; $j++) $LCS_Length_Table[0][$j]=0;
     for ($i=1; $i <= $m; $i++) {
      for ($j=1; $j <= $n; $j++) {
       if ($s1[$i-1]==$s2[$j-1])
        $LCS_Length_Table[$i][$j] = $LCS_Length_Table[$i-1][$j-1] + 1;
       else if ($LCS_Length_Table[$i-1][$j] >= $LCS_Length_Table[$i][$j-1])
        $LCS_Length_Table[$i][$j] = $LCS_Length_Table[$i-1][$j];
       else
        $LCS_Length_Table[$i][$j] = $LCS_Length_Table[$i][$j-1];
      }
     }
     return $LCS_Length_Table[$m][$n];
    }
    function str_lcsfix($s)
    {
     $s = str_replace(" ","",$s);
     $s = ereg_replace("[]","e", $s);
     $s = ereg_replace("[]","a", $s);
     $s = ereg_replace("[]","i", $s);
     $s = ereg_replace("[]","o", $s);
     $s = ereg_replace("[]","u", $s);
     $s = ereg_replace("[]","c", $s);
     return $s;
    }
     
    function get_lcs($s1, $s2)
    {
     //ok, now replace all spaces with nothing
     $s1 = strtolower(str_lcsfix($s1));
     $s2 = strtolower(str_lcsfix($s2));
     
     $lcs = LCS_Length($s1,$s2); //longest common sub sequence
     $ms = (strlen($s1) + strlen($s2)) / 2;
     return (($lcs*100)/$ms);
    }
    ?>
    you can skip calling str_lcsfix if you don't worry about accentuated characters and things like that or you can add up to it or modify it for faster performance, i think ereg is not the fastest way?
    hope this helps.
    Georges
    Like levenchtein(), You can do :
    (strlen($string2) - similar_text($string,$string2))
    to see how much characters have been changed.
    @I_HATE_SPAMMER- PAZ! (http://php.net/similar_text#115994)
    Not only will your code fail the "turkey test" (google it), and for a matter most comments here that use strtoupper()/strtolower(), it also depends very much on the use-case; maybe I wanted the 75% ? I don't see the value of such comments; this is something everybody could've come op with. It's basic programming and turning requirements into algorithms.

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