Is there an efficient way to detect if a string contains a substring which is in a large set of characteristic strings?

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英文:

Is there an efficient way to detect if a string contains a substring which is in a large set of characteristic strings?

问题

例如,给定字符串 aaaaaaaaaXyz,我想要找出它是否包含在一个特征字符串集合 {'xy','xyz','zzz','cccc','dddd',....} 中的子字符串,该集合可能有一百万个成员。是否有一种高效的方法?

英文:

For example, given a string aaaaaaaaaXyz, I want to find out if it contains a substring which is in a characteristic string set {'xy','xyz','zzz','cccc','dddd',....}, which may have one million members. Is there an efficient way?

答案1

得分: 2

鉴于您的搜索集可能非常大,我建议只需迭代该集合并检查潜在的子字符串匹配:

public boolean containsSubstring(String input, Set<String> subs) {
    boolean match = false;

    for (String sub : subs) {
        if (input.contains(sub)) {
            match = true;
            break;
        }
    }

    return match;
}
英文:

Given that your search set might be very large, I would recommend just iterating that set and checking for a potential substring match:

public boolean containsSubstring(String input, Set&lt;String&gt; subs) {
    boolean match = false;

    for (String sub : subs) {
        if (input.contains(sub)) {
            match = true;
            break;
        }
    }

    return match;
}

答案2

得分: 2

首先,您准备好dictionary,就像这样:

Set<String> stringSet = Set.of("xy", "xyz", "zzz", "zzy", "cccc", "dddd");
Map<Character, List<String>> dictionary = new HashMap<>();
for (String word : stringSet)
    dictionary.computeIfAbsent(word.charAt(0), k -> new ArrayList<>()).add(word);
System.out.println(dictionary);

输出:

{c=[cccc], d=[dddd], x=[xyz, xy], z=[zzy, zzz]}

然后,您可以使用以下方法来查找:

static boolean contains(String input, Map<Character, List<String>> dictionary) {
    for (int i = 0, max = input.length(); i < max; ++i) {
        char first = input.charAt(i);
        if (dictionary.containsKey(first))
            for (String word : dictionary.get(first))
                if (input.startsWith(word, i))
                    return true;
    }
    return false;
}
英文:

First of all, you prepare the dictionary. just like this

Set&lt;String&gt; stringSet = Set.of(&quot;xy&quot;, &quot;xyz&quot;, &quot;zzz&quot;, &quot;zzy&quot;, &quot;cccc&quot;, &quot;dddd&quot;);
Map&lt;Character, List&lt;String&gt;&gt; dictionary = new HashMap&lt;&gt;();
for (String word : stringSet)
    dictionary.computeIfAbsent(word.charAt(0), k -&gt; new ArrayList&lt;&gt;()).add(word);
System.out.println(dictionary);

output:

{c=[cccc], d=[dddd], x=[xyz, xy], z=[zzy, zzz]}

And you can use this method to find out.

static boolean contains(String input, Map&lt;Character, List&lt;String&gt;&gt; dictionary) {
    for (int i = 0, max = input.length(); i &lt; max; ++i) {
        char first = input.charAt(i);
        if (dictionary.containsKey(first))
            for (String word : dictionary.get(first))
                if (input.startsWith(word, i))
                    return true;
    }
    return false;
}

答案3

得分: 0

我找到了Aho-Corasick算法的Java实现,这正是我想要的。感谢Clashsoft的提示。

英文:

With the hint of Clashsoft,I found the java implementation of Aho-Corasick algorithm , which is the one i want ,thanks for Clashsoft

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  • 本文由 发表于 2020年8月6日 16:57:30
  • 转载请务必保留本文链接:https://go.coder-hub.com/63280141.html
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