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Optimize fuzzy match
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parent
97bd617566
commit
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3 changed files with 114 additions and 36 deletions
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@ -6,45 +6,123 @@ using System.Text.RegularExpressions;
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namespace Wox.Infrastructure
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namespace Wox.Infrastructure
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{
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{
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//From:http://crossplatform.net/sublime-text-ctrl-p-fuzzy-matching-in-python/
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/// <summary>
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/// refer to https://github.com/mattyork/fuzzy
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/// </summary>
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public class FuzzyMatcher
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public class FuzzyMatcher
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{
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{
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private Regex reg = null;
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private string query;
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private string rawQuery = "";
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private MatchOption opt;
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private FuzzyMatcher(string query)
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private FuzzyMatcher(string query, MatchOption opt)
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{
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{
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this.rawQuery = query.Trim();
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this.query = query.Trim();
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this.reg = GetPattern(query);
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this.opt = opt;
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}
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private Regex GetPattern(string query)
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{
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var pattern = string.Join(".*?", query.ToCharArray().Select(x => Regex.Escape(x.ToString())).ToArray());
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return new Regex(pattern, RegexOptions.IgnoreCase);
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}
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public int Score(string str)
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{
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var match = reg.Match(str);
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if (!match.Success)
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return 0;
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//a match found near the beginning of a string is scored more than a match found near the end
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//a match is scored more if the characters in the patterns are closer to each other, while the score is lower if they are more spread out
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var score = 100 * (this.rawQuery.Length + 1) / ((1 + match.Index) + (match.Length + 1));
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//a match with less characters assigning more weights
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if (str.Length - this.rawQuery.Length < 5)
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score = score + 20;
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else if (str.Length - this.rawQuery.Length < 10)
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score = score + 10;
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return score;
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}
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}
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public static FuzzyMatcher Create(string query)
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public static FuzzyMatcher Create(string query)
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{
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{
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return new FuzzyMatcher(query);
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return new FuzzyMatcher(query, new MatchOption());
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}
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public static FuzzyMatcher Create(string query, MatchOption opt)
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{
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return new FuzzyMatcher(query, opt);
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}
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public MatchResult Evaluate(string str)
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{
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var len = str.Length;
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var compareString = opt.IgnoreCase ? str.ToLower() : str;
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var pattern = opt.IgnoreCase ? query.ToLower() : query;
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var sb = new StringBuilder(str.Length + (query.Length * (opt.Prefix.Length + opt.Suffix.Length)));
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var patternIdx = 0;
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var firstMatchIndex = -1;
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var lastMatchIndex = 0;
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char ch;
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for (var idx = 0; idx < len; idx++)
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{
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ch = str[idx];
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if (compareString[idx] == pattern[patternIdx])
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{
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if (firstMatchIndex < 0)
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firstMatchIndex = idx;
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lastMatchIndex = idx + 1;
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sb.Append(opt.Prefix + ch + opt.Suffix);
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patternIdx += 1;
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}
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else
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{
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sb.Append(ch);
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}
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// match success, append remain char
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if (patternIdx == pattern.Length && (idx + 1) != compareString.Length)
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{
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sb.Append(str.Substring(idx + 1));
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break;
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}
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}
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// return rendered string if we have a match for every char
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if (patternIdx == pattern.Length)
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{
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return new MatchResult()
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{
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Success = true,
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Value = sb.ToString(),
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Score = CalScore(str, firstMatchIndex, lastMatchIndex - firstMatchIndex)
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};
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}
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return new MatchResult() { Success = false };
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}
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private int CalScore(string str, int firstIndex, int matchLen)
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{
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//a match found near the beginning of a string is scored more than a match found near the end
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//a match is scored more if the characters in the patterns are closer to each other, while the score is lower if they are more spread out
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var score = 100 * (query.Length + 1) / ((1 + firstIndex) + (matchLen + 1));
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//a match with less characters assigning more weights
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if (str.Length - query.Length < 5)
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score = score + 20;
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else if (str.Length - query.Length < 10)
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score = score + 10;
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return score;
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}
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}
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}
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}
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public class MatchResult
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{
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public bool Success { get; set; }
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public int Score { get; set; }
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/// <summary>
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/// hightlight string
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/// </summary>
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public string Value { get; set; }
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}
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public class MatchOption
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{
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public MatchOption()
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{
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this.Prefix = "";
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this.Suffix = "";
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this.IgnoreCase = true;
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}
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/// <summary>
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/// prefix of match char, use for hightlight
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/// </summary>
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public string Prefix { get; set; }
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/// <summary>
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/// suffix of match char, use for hightlight
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/// </summary>
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public string Suffix { get; set; }
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public bool IgnoreCase { get; set; }
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}
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}
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}
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@ -84,10 +84,10 @@ namespace Wox.Plugin.System
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private bool MatchProgram(Program program, FuzzyMatcher matcher)
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private bool MatchProgram(Program program, FuzzyMatcher matcher)
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{
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{
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if (program.AbbrTitle != null && (program.Score = matcher.Score(program.AbbrTitle)) > 0) return true;
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if (program.AbbrTitle != null && (program.Score = matcher.Evaluate(program.AbbrTitle).Score) > 0) return true;
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if ((program.Score = matcher.Score(program.Title)) > 0) return true;
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if ((program.Score = matcher.Evaluate(program.Title).Score) > 0) return true;
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if ((program.Score = matcher.Score(program.PinyinTitle)) > 0) return true;
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if ((program.Score = matcher.Evaluate(program.PinyinTitle).Score) > 0) return true;
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if (program.ExecuteName != null && (program.Score = matcher.Score(program.ExecuteName)) > 0) return true;
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if (program.ExecuteName != null && (program.Score = matcher.Evaluate(program.ExecuteName).Score) > 0) return true;
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return false;
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return false;
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}
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}
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@ -29,7 +29,7 @@ namespace Wox.Test
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results.Add(new Plugin.Result()
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results.Add(new Plugin.Result()
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{
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{
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Title = str,
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Title = str,
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Score = FuzzyMatcher.Create("inst").Score(str)
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Score = FuzzyMatcher.Create("inst").Evaluate(str).Score
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});
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});
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}
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}
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