Lucene-2.2.0 源代码阅读学习(6)

xiaoxiao2026-09-02  5

Lucene分析器的实现。

Lucene分词器Tokenizer,它的继承子类的实现。

Tokenizer类的继承关系,如图所示:

ChineseTokenizer类实现中文分词

中文分词在Lucene中的处理很简单,就是单个字分。它的实现类为ChineseTokenizer,在包org.apache.lucene.analysis.cn中,源代码如下:

package org.apache.lucene.analysis.cn;

import java.io.Reader;import org.apache.lucene.analysis.*;

public final class ChineseTokenizer extends Tokenizer {

    public ChineseTokenizer(Reader in) {        input = in;    }

    private int offset = 0, bufferIndex=0, dataLen=0;    private final static int MAX_WORD_LEN = 255;    private final static int IO_BUFFER_SIZE = 1024;    private final char[] buffer = new char[MAX_WORD_LEN];    private final char[] ioBuffer = new char[IO_BUFFER_SIZE];

    private int length;    private int start;

    private final void push(char c) {    // 对待分词的文本进行预处理,输入到缓冲区buffer中

        if (length == 0) start = offset-1;            // 根据词条长度,设置起始位置索引        buffer[length++] = Character.toLowerCase(c); // 预处理:将中文Unicode码转化成小写

    }

    private final Token flush() { // 根据缓冲区预处理后的文本,构造词条

        if (length>0) {            return new Token(new String(buffer, 0, length), start, start+length);        }        else            return null;    }

    public final Token next() throws java.io.IOException {    // 返回下一个词条

        length = 0;        start = offset;

        while (true) {

            final char c;            offset++;

            if (bufferIndex >= dataLen) { // 当缓冲区没有溢出                dataLen = input.read(ioBuffer);                bufferIndex = 0;            }

            if (dataLen == -1) return flush();            else                c = ioBuffer[bufferIndex++];

            switch(Character.getType(c)) {

            case Character.DECIMAL_DIGIT_NUMBER:            case Character.LOWERCASE_LETTER:            case Character.UPPERCASE_LETTER:                push(c);                if (length == MAX_WORD_LEN) return flush();                break;

            case Character.OTHER_LETTER:                if (length>0) {                    bufferIndex--;                    offset--;                    return flush();                }                push(c);                return flush();

            default:                if (length>0) return flush();                break;            }        }

    }}

这里,还提及到一个CJKTokenizer分词类,它处理分词的时候,比ChineseTokenizer分词处理要好一点,但是也存在弊病,源代码给了一个例子,如下:

如果一个中文词汇C1C2C3C4被索引,使用ChineseTokenizer分词,返回的词条(Token)为:C1,C2,C3,C4;使用CJKTokenizer进行分词,则返回的词条(Token)为:C1C2,C2C3,C3C4。

问题在于:当检索关键字为C1,C1C2,C1C3,C4C2,C1C2C3……的时候,ChineseTokenizer可以对其实现分词,而CJKTokenizer就不能实现分词了。

CJKTokenizer类实现中文分词

CJKTokenizer类的源代码如下所示:

package org.apache.lucene.analysis.cjk;

import org.apache.lucene.analysis.Token;import org.apache.lucene.analysis.Tokenizer;

import java.io.Reader;

public final class CJKTokenizer extends Tokenizer {      /** Max word length */    private static final int MAX_WORD_LEN = 255;

   /** buffer size: */    private static final int IO_BUFFER_SIZE = 256;

     /** word offset, used to imply which character(in ) is parsed */    private int offset = 0;

    /** the index used only for ioBuffer */    private int bufferIndex = 0;

    /** data length */    private int dataLen = 0;

    /**     * 字符缓冲区,存储那些经过处理后返回的词条     */    private final char[] buffer = new char[MAX_WORD_LEN];

    /**     * I/O buffer, used to store the content of the input(one of the <br>     * members of Tokenizer)     */    private final char[] ioBuffer = new char[IO_BUFFER_SIZE];

    /** word type: single=>ASCII double=>non-ASCII word=>default */    private String tokenType = "word";

    private boolean preIsTokened = false;

       public CJKTokenizer(Reader in) {        input = in;    }

          public final Token next() throws java.io.IOException {        int length = 0;

        /** the position used to create Token */        int start = offset;

        while (true) {            /** current charactor */            char c;

            /** unicode block of current charactor for detail */            Character.UnicodeBlock ub;

            offset++;

            if (bufferIndex >= dataLen) {                dataLen = input.read(ioBuffer);                bufferIndex = 0;            }

            if (dataLen == -1) {                if (length > 0) {                    if (preIsTokened == true) {                        length = 0;                        preIsTokened = false;                    }

                    break;                } else {                    return null;                }            } else {                //get current character                c = ioBuffer[bufferIndex++];

                //get the UnicodeBlock of the current character                ub = Character.UnicodeBlock.of(c);            }

            //if the current character is ASCII or Extend ASCII            if ((ub == Character.UnicodeBlock.BASIC_LATIN)                    || (ub == Character.UnicodeBlock.HALFWIDTH_AND_FULLWIDTH_FORMS)               ) {                if (ub == Character.UnicodeBlock.HALFWIDTH_AND_FULLWIDTH_FORMS) {                    /** convert HALFWIDTH_AND_FULLWIDTH_FORMS to BASIC_LATIN */                    int i = (int) c;                    i = i - 65248;                    c = (char) i;                }

                // if the current character is a letter or "_" "+" "#"                if (Character.isLetterOrDigit(c)                        || ((c == '_') || (c == '+') || (c == '#'))                   ) {                    if (length == 0) {                        // "javaC1C2C3C4linux" <br>                        //      ^--: the current character begin to token the ASCII                        // letter                        start = offset - 1;                    } else if (tokenType == "double") {                        offset--;                        bufferIndex--;                        tokenType = "single";

                        if (preIsTokened == true) {                            // there is only one non-ASCII has been stored                            length = 0;                            preIsTokened = false;

                            break;                        } else {                            break;                        }                    }

                    // store the LowerCase(c) in the buffer                    buffer[length++] = Character.toLowerCase(c);                    tokenType = "single";

                    // break the procedure if buffer overflowed!                    if (length == MAX_WORD_LEN) {                        break;                    }                } else if (length > 0) {                    if (preIsTokened == true) {                        length = 0;                        preIsTokened = false;                    } else {                        break;                    }                }            } else {               // non-ASCII letter, eg."C1C2C3C4"                if (Character.isLetter(c)) {                    if (length == 0) {                        start = offset - 1;                        buffer[length++] = c;                        tokenType = "double";                    } else {                        if (tokenType == "single") {                            offset--;                            bufferIndex--;

                            //return the previous ASCII characters                            break;                        } else {                            buffer[length++] = c;                            tokenType = "double";

                            if (length == 2) {                                offset--;                                bufferIndex--;                                preIsTokened = true;

                                break;                            }                        }                    }                } else if (length > 0) {                    if (preIsTokened == true) {                        // empty the buffer                        length = 0;                        preIsTokened = false;                    } else {                        break;                    }                }            }        }

        return new Token(new String(buffer, 0, length), start, start + length,                         tokenType                        );    }}

转载请注明原文地址: https://www.6miu.com/read-5052262.html

最新回复(0)