如何实现模糊搜索等崇高文本?

alb*_*ein 26 javascript jquery-select2

如何在select2上实现类似于崇高的模糊搜索?

例如,输入"sta jav sub"将匹配"Stackoverflow javascript sublime like"

Tre*_*xon 23

这是一个备用匹配功能.http://jsfiddle.net/trevordixon/pXzj3/4/

function match(search, text) {
    search = search.toUpperCase();
    text = text.toUpperCase();

    var j = -1; // remembers position of last found character

    // consider each search character one at a time
    for (var i = 0; i < search.length; i++) {
        var l = search[i];
        if (l == ' ') continue;     // ignore spaces

        j = text.indexOf(l, j+1);     // search for character & update position
        if (j == -1) return false;  // if it's not found, exclude this item
    }
    return true;
}
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这个更快(根据Chrome中的这个测试),如果你过滤了很多项目,这可能会变得很重要.

  • 这不是模糊搜索的预期吗? (11认同)
  • @rvighne我认为ABS应该与两者相匹配,但第二场比赛应该获得比第一场更高的排名 (4认同)
  • 我喜欢你的实现,但是你不会尝试将搜索字符串上的字符匹配在一起,ej ABS会匹配Any Bachelor Sunrise,这可能会或可能不会是你期望的:) (2认同)

alb*_*ein 12

select2允许你实现自己的"匹配器"功能(如他们的文档所示),使用它和一些正则表达式你可以做类似的事情:

$("#element").select2({
    matcher: function(term, text, opt) {
        //We call to uppercase to do a case insensitive match
        //We replace every group of whitespace characters with a .+
        //matching any number of characters
        return text.toUpperCase().match(term.toUpperCase().replace(/\s+/g, '.+'));
    }
});
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在过滤/搜索列表时,会针对每个select2列表元素调用匹配器函数,您可以使用它来实现任何类型的自定义搜索.


Lor*_*cil 7

我写了一些非常长的Sublime Text的模糊匹配.实现这一目标需要一些东西.

首先,按顺序匹配模式中的所有字符.其次,得分匹配使得某些匹配的角色比其他角色更有价值.

我想出了几个要检查的因素.分隔符(空格或下划线)后面的"CamelCase"字母或字母值得很多.连续比赛更有价值.在开始附近发现的结果值得更多.

一个至关重要的技巧是找到最匹配的角色.这不一定是第一个.考虑fuzzy_match("tk","The Black Knight").有两个K可以匹配.第二个是值得更多的点,因为它遵循一个空间.

JavaScript代码如下.有一些细微差别在博客文章中有更详细的描述.还有一个互动演示.和完整的源代码(包括演示,加上C++实现)在GitHub上.

  • 博客文章
  • 互动演示
  • GitHub上

    // Returns [bool, score, formattedStr]
    // bool: true if each character in pattern is found sequentially within str
    // score: integer; higher is better match. Value has no intrinsic meaning. Range varies with pattern. 
    //        Can only compare scores with same search pattern.
    // formattedStr: input str with matched characters marked in <b> tags. Delete if unwanted.
    
    function fuzzy_match(pattern, str) {
        // Score consts
        var adjacency_bonus = 5;                // bonus for adjacent matches
        var separator_bonus = 10;               // bonus if match occurs after a separator
        var camel_bonus = 10;                   // bonus if match is uppercase and prev is lower
        var leading_letter_penalty = -3;        // penalty applied for every letter in str before the first match
        var max_leading_letter_penalty = -9;    // maximum penalty for leading letters
        var unmatched_letter_penalty = -1;      // penalty for every letter that doesn't matter
    
        // Loop variables
        var score = 0;
        var patternIdx = 0;
        var patternLength = pattern.length;
        var strIdx = 0;
        var strLength = str.length;
        var prevMatched = false;
        var prevLower = false;
        var prevSeparator = true;       // true so if first letter match gets separator bonus
    
        // Use "best" matched letter if multiple string letters match the pattern
        var bestLetter = null;
        var bestLower = null;
        var bestLetterIdx = null;
        var bestLetterScore = 0;
    
        var matchedIndices = [];
    
        // Loop over strings
        while (strIdx != strLength) {
            var patternChar = patternIdx != patternLength ? pattern.charAt(patternIdx) : null;
            var strChar = str.charAt(strIdx);
    
            var patternLower = patternChar != null ? patternChar.toLowerCase() : null;
            var strLower = strChar.toLowerCase();
            var strUpper = strChar.toUpperCase();
    
            var nextMatch = patternChar && patternLower == strLower;
            var rematch = bestLetter && bestLower == strLower;
    
            var advanced = nextMatch && bestLetter;
            var patternRepeat = bestLetter && patternChar && bestLower == patternLower;
            if (advanced || patternRepeat) {
                score += bestLetterScore;
                matchedIndices.push(bestLetterIdx);
                bestLetter = null;
                bestLower = null;
                bestLetterIdx = null;
                bestLetterScore = 0;
            }
    
            if (nextMatch || rematch) {
                var newScore = 0;
    
                // Apply penalty for each letter before the first pattern match
                // Note: std::max because penalties are negative values. So max is smallest penalty.
                if (patternIdx == 0) {
                    var penalty = Math.max(strIdx * leading_letter_penalty, max_leading_letter_penalty);
                    score += penalty;
                }
    
                // Apply bonus for consecutive bonuses
                if (prevMatched)
                    newScore += adjacency_bonus;
    
                // Apply bonus for matches after a separator
                if (prevSeparator)
                    newScore += separator_bonus;
    
                // Apply bonus across camel case boundaries. Includes "clever" isLetter check.
                if (prevLower && strChar == strUpper && strLower != strUpper)
                    newScore += camel_bonus;
    
                // Update patter index IFF the next pattern letter was matched
                if (nextMatch)
                    ++patternIdx;
    
                // Update best letter in str which may be for a "next" letter or a "rematch"
                if (newScore >= bestLetterScore) {
    
                    // Apply penalty for now skipped letter
                    if (bestLetter != null)
                        score += unmatched_letter_penalty;
    
                    bestLetter = strChar;
                    bestLower = bestLetter.toLowerCase();
                    bestLetterIdx = strIdx;
                    bestLetterScore = newScore;
                }
    
                prevMatched = true;
            }
            else {
                // Append unmatch characters
                formattedStr += strChar;
    
                score += unmatched_letter_penalty;
                prevMatched = false;
            }
    
            // Includes "clever" isLetter check.
            prevLower = strChar == strLower && strLower != strUpper;
            prevSeparator = strChar == '_' || strChar == ' ';
    
            ++strIdx;
        }
    
        // Apply score for last match
        if (bestLetter) {
            score += bestLetterScore;
            matchedIndices.push(bestLetterIdx);
        }
    
        // Finish out formatted string after last pattern matched
        // Build formated string based on matched letters
        var formattedStr = "";
        var lastIdx = 0;
        for (var i = 0; i < matchedIndices.length; ++i) {
            var idx = matchedIndices[i];
            formattedStr += str.substr(lastIdx, idx - lastIdx) + "<b>" + str.charAt(idx) + "</b>";
            lastIdx = idx + 1;
        }
        formattedStr += str.substr(lastIdx, str.length - lastIdx);
    
        var matched = patternIdx == patternLength;
        return [matched, score, formattedStr];
    }
    
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