I've tried to do some minor modification in the code under JiebaSegmenter.java, and the highlighting seems to be fine now.
Basically, I created another int called offset2 under process() method. int offset2 = 0; Then I modified the offset to offset2 for this part of the code under process() method. if (sb.length() > 0) if (mode == SegMode.SEARCH) { for (Word token : sentenceProcess(sb.toString())) { // tokens.add(new SegToken(token, offset, offset += token.length())); tokens.add(new SegToken(token, offset2, offset2 += token.length())); // Change to offset2 by Edwin } } else { for (Word token : sentenceProcess(sb.toString())) { if (token.length() > 2) { Word gram2; int j = 0; for (; j < token.length() - 1; ++j) { gram2 = token.subSequence(j, j + 2); if (wordDict.containsWord(gram2.getToken())) // tokens.add(new SegToken(gram2, offset + j, offset + j + 2)); tokens.add(new SegToken(gram2, offset2 + j, offset2 + j + 2)); // Change to offset2 by Edwin } } if (token.length() > 3) { Word gram3; int j = 0; for (; j < token.length() - 2; ++j) { gram3 = token.subSequence(j, j + 3); if (wordDict.containsWord(gram3.getToken())) // tokens.add(new SegToken(gram3, offset + j, offset + j + 3)); tokens.add(new SegToken(gram3, offset2 + j, offset2 + j + 3)); // Change to offset2 by Edwin } } // tokens.add(new SegToken(token, offset, offset += token.length())); tokens.add(new SegToken(token, offset2, offset2 += token.length())); // Change to offset2 by Edwin } } Not sure if this is just a workaround, or can be used as a permanent solution Regards, Edwin On 28 October 2015 at 15:29, Zheng Lin Edwin Yeo <edwinye...@gmail.com> wrote: > Hi Scott, > > I have tried to edit the SegToken.java file in the jieba-analysis-1.0.0 > package with a +1 at both the startOffset and endOffset value (see code > below), and now the <em> tag of the content is shifted to the correct place > at the content. However, this means that in the title and other fields > where the <em> tag is orignally at the correct place, they will get the > "org.apache.lucene.search.highlight.InvalidTokenOffsetsException" > exception. I have temporary use another tokenizer for the other fields > first. > > public SegToken(Word word, int startOffset, int endOffset) { > this.word = word; > this.startOffset = startOffset+1; > this.endOffset = endOffset+1; > } > > However, I don't think this can be a permanent solution, so I'm trying to > zoom in further to the code, to see what's the difference with the content > and other fields. > > I have also find that althought JiebaTokenizer works better for Chinese > characters, it doesn't work well for English characters. For example, if I > search for "water", the JiebaTokenizer will cut it as follow: > w|at|er > It can't cut it as a full word, which HMMChineseTokenizer is able to. > > Here's my configuration in schema.xml: > > <fieldType name="text_chinese2" class="solr.TextField" > positionIncrementGap="100"> > <analyzer type="index"> > <tokenizer class="analyzer.solr5.jieba.JiebaTokenizerFactory" > segMode="SEARCH"/> > <filter class="solr.CJKWidthFilterFactory"/> > <filter class="solr.CJKBigramFilterFactory"/> > <filter class="solr.StopFilterFactory" > words="org/apache/lucene/analysis/cn/smart/stopwords.txt"/> > <filter class="solr.PorterStemFilterFactory"/> > <filter class="solr.EdgeNGramFilterFactory" minGramSize="1" > maxGramSize="15"/> > </analyzer> > <analyzer type="query"> > <tokenizer class="analyzer.solr5.jieba.JiebaTokenizerFactory" > segMode="SEARCH"/> > <filter class="solr.CJKWidthFilterFactory"/> > <filter class="solr.CJKBigramFilterFactory"/> > <filter class="solr.StopFilterFactory" > words="org/apache/lucene/analysis/cn/smart/stopwords.txt"/> > <filter class="solr.PorterStemFilterFactory"/> > </analyzer> > </fieldType> > > Does anyone knows if JiebaTokenizer is optimised to take in English > characters as well? > > Regards, > Edwin > > > On 27 October 2015 at 15:57, Zheng Lin Edwin Yeo <edwinye...@gmail.com> > wrote: > >> Hi Scott, >> >> Thank you for providing the links and references. Will look through them, >> and let you know if I find any solutions or workaround. >> >> Regards, >> Edwin >> >> >> On 27 October 2015 at 11:13, Scott Chu <scott....@udngroup.com> wrote: >> >>> >>> Take a look at Michael's 2 articles, they might help you calrify the >>> idea of highlighting in Solr: >>> >>> Changing Bits: Lucene's TokenStreams are actually graphs! >>> >>> http://blog.mikemccandless.com/2012/04/lucenes-tokenstreams-are-actually.html >>> >>> Also take a look at 4th paragraph In his another article: >>> >>> Changing Bits: A new Lucene highlighter is born >>> >>> http://blog.mikemccandless.com/2012/12/a-new-lucene-highlighter-is-born.html >>> >>> Currently, I can't figure out the possible cause of your problem unless >>> I got spare time to test it on my own, which is not available these days >>> (Got some projects to close)! >>> >>> If you find the solution or workaround, pls. let us know. Good luck >>> again! >>> >>> Scott Chu,scott....@udngroup.com >>> 2015/10/27 >>> >>> ----- Original Message ----- >>> *From: *Scott Chu <scott....@udngroup.com> >>> *To: *solr-user <solr-user@lucene.apache.org> >>> *Date: *2015-10-27, 10:27:45 >>> *Subject: *Re: Highlighting content field problem when using >>> JiebaTokenizerFactory >>> >>> Hi Edward, >>> >>> Took a lot of time to see if there's anything can help you to >>> define the cause of your problem. Maybe this might help you a bit: >>> >>> [SOLR-4722] Highlighter which generates a list of query term position(s) >>> for each item in a list of documents, or returns null if highlighting is >>> disabled. - AS... >>> https://issues.apache.org/jira/browse/SOLR-4722 >>> >>> This one is modified from FastVectorHighLighter, so ensure those 3 term* >>> attributes are on. >>> >>> Scott Chu,scott....@udngroup.com >>> 2015/10/27 >>> >>> ----- Original Message ----- >>> *From: *Zheng Lin Edwin Yeo <edwinye...@gmail.com> >>> *To: *solr-user <solr-user@lucene.apache.org> >>> *Date: *2015-10-23, 10:42:32 >>> *Subject: *Re: Highlighting content field problem when using >>> JiebaTokenizerFactory >>> >>> Hi Scott, >>> >>> Thank you for your respond. >>> >>> 1. You said the problem only happens on "contents" field, so maybe >>> there're >>> something wrong with the contents of that field. Doe it contain any >>> special >>> thing in them, e.g. HTML tags or symbols. I recall SOLR-42 mentions >>> something about HTML stripping will cause highlight problem. Maybe you >>> can >>> >>> try purify that fields to be closed to pure text and see if highlight >>> comes >>> ok. >>> *A) I check that the SOLR-42 is mentioning about the >>> HTMLStripWhiteSpaceTokenizerFactory, which I'm not using. I believe that >>> tokenizer is already deprecated too. I've tried with all kinds of content >>> for rich-text documents, and all of them have the same problem.* >>> >>> 2. Maybe something imcompatible between JiebaTokenizer and Solr >>> highlighter. If you switch to other tokenizers, e.g. Standard, CJK, >>> SmartChinese (I don't use this since I am dealing with Traditional >>> Chinese >>> >>> but I see you are dealing with Simplified Chinese), or 3rd-party MMSeg >>> and >>> >>> see if the problem goes away. However when I'm googling similar problem, >>> I >>> >>> saw you asked same question on August at Huaban/Jieba-analysis and >>> somebody >>> said he also uses JiebaTokenizer but he doesn't have your problem. So I >>> see >>> this could be less suspect. >>> *A) I was thinking about the incompatible issue too, as I previously >>> thought that JiebaTokenizer is optimised for Solr 4.x, so it may have >>> issue >>> in 5.x. But the person from Hunban/Jieba-analysis said that he doesn't >>> have >>> this problem in Solr 5.1. I also face the same problem in Solr 5.1, and >>> although I'm using Solr 5.3.0 now, the same problem persist. * >>> >>> I'm looking at the indexing process too, to see if there's any problem >>> there. But just can't figure out why it only happen to JiebaTokenizer, >>> and >>> >>> it only happen for content field. >>> >>> >>> Regards, >>> Edwin >>> >>> >>> On 23 October 2015 at 09:41, Scott Chu <scott....@udngroup.com >>> <+scott....@udngroup.com>> wrote: >>> >>> > Hi Edwin, >>> > >>> > Since you've tested all my suggestions and the problem is still there, >>> I >>> >>> > can't think of anything wrong with your configuration. Now I can only >>> > suspect two things: >>> > >>> > 1. You said the problem only happens on "contents" field, so maybe >>> > there're something wrong with the contents of that field. Doe it >>> contain >>> >>> > any special thing in them, e.g. HTML tags or symbols. I recall SOLR-42 >>> > mentions something about HTML stripping will cause highlight problem. >>> Maybe >>> > you can try purify that fields to be closed to pure text and see if >>> > highlight comes ok. >>> > >>> > 2. Maybe something imcompatible between JiebaTokenizer and Solr >>> > highlighter. If you switch to other tokenizers, e.g. Standard, CJK, >>> > SmartChinese (I don't use this since I am dealing with Traditional >>> Chinese >>> > but I see you are dealing with Simplified Chinese), or 3rd-party MMSeg >>> and >>> > see if the problem goes away. However when I'm googling similar >>> problem, I >>> > saw you asked same question on August at Huaban/Jieba-analysis and >>> somebody >>> > said he also uses JiebaTokenizer but he doesn't have your problem. So >>> I see >>> > this could be less suspect. >>> > >>> > The theory of your problem could be something in indexing process >>> causes >>> >>> > wrong position info. for that field and when Solr do highlighting, it >>> > retrieves wrong position info. and mark wrong position of highlight >>> target >>> > terms. >>> > >>> > Scott Chu,scott....@udngroup.com <+scott....@udngroup.com> >>> > 2015/10/23 >>> > >>> > ----- Original Message ----- >>> > *From: *Zheng Lin Edwin Yeo <edwinye...@gmail.com >>> <+edwinye...@gmail.com>> >>> > *To: *solr-user <solr-user@lucene.apache.org >>> <+solr-user@lucene.apache.org>> >>> > *Date: *2015-10-22, 22:22:14 >>> > *Subject: *Re: Highlighting content field problem when using >>> > JiebaTokenizerFactory >>> > >>> > Hi Scott, >>> > >>> > Thank you for your response and suggestions. >>> > >>> > With respond to your questions, here are the answers: >>> > >>> > 1. I take a look at Jieba. It uses a dictionary and it seems to do a >>> good >>> > job on CJK. I doubt this problem may be from those filters (note: I can >>> > understand you may use CJKWidthFilter to convert Japanese but doesn't >>> > understand why you use CJKBigramFilter and EdgeNGramFilter). Have you >>> tried >>> > commenting out those filters, say leave only Jieba and StopFilter, and >>> see >>> > >>> > if this problem disppears? >>> > *A) Yes, I have tried commenting out the other filters and only left >>> with >>> > Jieba and StopFilter. The problem is still there.* >>> > >>> > 2.Does this problem occur only on Chinese search words? Does it happen >>> on >>> > English search words? >>> > *A) Yes, the same problem occurs on English words. For example, when I >>> > search for "word", it will highlight in this way: <em> wor<em>d* >>> > >>> > 3.To use FastVectorHighlighter, you seem to have to enable 3 term* >>> > parameters in field declaration? I see only one is enabled. Please >>> refer to >>> > the answer in this stackoverflow question: >>> > >>> > >>> http://stackoverflow.com/questions/25930180/solr-how-to-highlight-the-whole-search-phrase-only >>> > *A) I have tried to enable all 3 terms in the FastVectorHighlighter >>> too, >>> >>> > but the same problem persists as well.* >>> > >>> > >>> > Regards, >>> > Edwin >>> > >>> > >>> > On 22 October 2015 at 16:25, Scott Chu <scott....@udngroup.com >>> <+scott....@udngroup.com> >>> > <+scott....@udngroup.com <+scott....@udngroup.com>>> wrote: >>> > >>> > > Hi solr-user, >>> > > >>> > > Can't judge the cause on fast glimpse of your definition but some >>> > > suggestions I can give: >>> > > >>> > > 1. I take a look at Jieba. It uses a dictionary and it seems to do a >>> good >>> > > job on CJK. I doubt this problem may be from those filters (note: I >>> can >>> > > understand you may use CJKWidthFilter to convert Japanese but doesn't >>> > > understand why you use CJKBigramFilter and EdgeNGramFilter). Have you >>> > tried >>> > > commenting out those filters, say leave only Jieba and StopFilter, >>> and >>> >>> > see >>> > > if this problem disppears? >>> > > >>> > > 2.Does this problem occur only on Chinese search words? Does it >>> happen on >>> > > English search words? >>> > > >>> > > 3.To use FastVectorHighlighter, you seem to have to enable 3 term* >>> > > parameters in field declaration? I see only one is enabled. Please >>> refer >>> > to >>> > > the answer in this stackoverflow question: >>> > > >>> > >>> http://stackoverflow.com/questions/25930180/solr-how-to-highlight-the-whole-search-phrase-only >>> > > >>> > > >>> > > Scott Chu,scott....@udngroup.com <+scott....@udngroup.com> <+ >>> scott....@udngroup.com <+scott....@udngroup.com>> >>> > > 2015/10/22 >>> > > >>> > > ----- Original Message ----- >>> > > *From: *Zheng Lin Edwin Yeo <edwinye...@gmail.com >>> <+edwinye...@gmail.com> >>> > <+edwinye...@gmail.com <+edwinye...@gmail.com>>> >>> > > *To: *solr-user <solr-user@lucene.apache.org >>> <+solr-user@lucene.apache.org> >>> > <+solr-user@lucene.apache.org <+solr-user@lucene.apache.org>>> >>> > > *Date: *2015-10-20, 12:04:11 >>> > > *Subject: *Re: Highlighting content field problem when using >>> > >>> > > JiebaTokenizerFactory >>> > > >>> > > Hi Scott, >>> > > >>> > > Here's my schema.xml for content and title, which uses text_chinese. >>> The >>> > >>> > > problem only occurs in content, and not in title. >>> > > >>> > > <field name="content" type="text_chinese" indexed="true" >>> stored="true" >>> > > omitNorms="true" termVectors="true"/> >>> > > <field name="title" type="text_chinese" indexed="true" stored="true" >>> > > omitNorms="true" termVectors="true"/> >>> > > >>> > > >>> > > <fieldType name="text_chinese" class="solr.TextField" >>> > > positionIncrementGap="100"> >>> > > <analyzer type="index"> >>> > > <tokenizer class="analyzer.solr5.jieba.JiebaTokenizerFactory" >>> > > segMode="SEARCH"/> >>> > > <filter class="solr.CJKWidthFilterFactory"/> >>> > > <filter class="solr.CJKBigramFilterFactory"/> >>> > > <filter class="solr.StopFilterFactory" >>> > > words="org/apache/lucene/analysis/cn/smart/stopwords.txt"/> >>> > > <filter class="solr.EdgeNGramFilterFactory" minGramSize="1" >>> > > maxGramSize="15"/> >>> > > <filter class="solr.PorterStemFilterFactory"/> >>> > > </analyzer> >>> > > <analyzer type="query"> >>> > > <tokenizer class="analyzer.solr5.jieba.JiebaTokenizerFactory" >>> > > segMode="SEARCH"/> >>> > > <filter class="solr.CJKWidthFilterFactory"/> >>> > > <filter class="solr.CJKBigramFilterFactory"/> >>> > > <filter class="solr.StopFilterFactory" >>> > > words="org/apache/lucene/analysis/cn/smart/stopwords.txt"/> >>> > > <filter class="solr.PorterStemFilterFactory"/> >>> > > </analyzer> >>> > > </fieldType> >>> > > >>> > > >>> > > Here's my solrconfig.xml on the highlighting portion: >>> > > >>> > > <requestHandler name="/highlight" class="solr.SearchHandler"> >>> > > <lst name="defaults"> >>> > > <str name="echoParams">explicit</str> >>> > > <int name="rows">10</int> >>> > > <str name="wt">json</str> >>> > > <str name="indent">true</str> >>> > > <str name="df">text</str> >>> > > <str name="fl">id, title, content_type, last_modified, url, score >>> </str> >>> > > >>> > > <str name="hl">on</str> >>> > > <str name="hl.fl">id, title, content, author, tag</str> >>> > > <str name="hl.highlightMultiTerm">true</str> >>> > > <str name="hl.preserveMulti">true</str> >>> > > <str name="hl.encoder">html</str> >>> > > <str name="hl.fragsize">200</str> >>> > > <str name="group">true</str> >>> > > <str name="group.field">signature</str> >>> > > <str name="group.main">true</str> >>> > > <str name="group.cache.percent">100</str> >>> > > </lst> >>> > > </requestHandler> >>> > > >>> > > <boundaryScanner name="breakIterator" >>> > > class="solr.highlight.BreakIteratorBoundaryScanner"> >>> > > <lst name="defaults"> >>> > > <str name="hl.bs.type">WORD</str> >>> > > <str name="hl.bs.language">en</str> >>> > > <str name="hl.bs.country">SG</str> >>> > > </lst> >>> > > </boundaryScanner> >>> > > >>> > > >>> > > Meanwhile, I'll take a look at the articles too. >>> > > >>> > > Thank you. >>> > > >>> > > Regards, >>> > > Edwin >>> > > >>> > > >>> > > On 20 October 2015 at 11:32, Scott Chu <scott....@udngroup.com >>> <+scott....@udngroup.com> >>> > <+scott....@udngroup.com <+scott....@udngroup.com>> >>> > > <+scott....@udngroup.com <+scott....@udngroup.com> <+ >>> scott....@udngroup.com <+scott....@udngroup.com>>>> wrote: >>> > > >>> > > > Hi Edwin, >>> > > > >>> > > > I didn't use Jieba on Chinese (I use only CJK, very foundamental, I >>> > > > know) so I didn't experience this problem. >>> > > > >>> > > > I'd suggest you post your schema.xml so we can see how you define >>> your >>> > >>> > > > content field and the field type it uses? >>> > > > >>> > > > In the mean time, refer to these articles, maybe the answer or >>> > workaround >>> > > > can be deducted from them. >>> > > > >>> > > > https://issues.apache.org/jira/browse/SOLR-3390 >>> > > > >>> > > > >>> http://qnalist.com/questions/661133/solr-is-highlighting-wrong-words >>> >>> > > > >>> > > > http://qnalist.com/questions/667066/highlighting-marks-wrong-words >>> > > > >>> > > > Good luck! >>> > > > >>> > > > >>> > > > >>> > > > >>> > > > Scott Chu,scott....@udngroup.com <+scott....@udngroup.com> <+ >>> scott....@udngroup.com <+scott....@udngroup.com>> <+ >>> > scott....@udngroup.com <+scott....@udngroup.com> <+ >>> scott....@udngroup.com <+scott....@udngroup.com>>> >>> > > > 2015/10/20 >>> > > > >>> > > > ----- Original Message ----- >>> > > > *From: *Zheng Lin Edwin Yeo <edwinye...@gmail.com >>> <+edwinye...@gmail.com> >>> > <+edwinye...@gmail.com <+edwinye...@gmail.com>> >>> > > <+edwinye...@gmail.com <+edwinye...@gmail.com> <+ >>> edwinye...@gmail.com <+edwinye...@gmail.com>>>> >>> > > > *To: *solr-user <solr-user@lucene.apache.org >>> <+solr-user@lucene.apache.org> >>> > <+solr-user@lucene.apache.org <+solr-user@lucene.apache.org>> >>> > > <+solr-user@lucene.apache.org <+solr-user@lucene.apache.org> <+ >>> solr-user@lucene.apache.org <+solr-user@lucene.apache.org>>>> >>> > >>> > > > *Date: *2015-10-13, 17:04:29 >>> > > > *Subject: *Highlighting content field problem when using >>> > > > JiebaTokenizerFactory >>> > > > >>> > > > Hi, >>> > > > >>> > > > I'm trying to use the JiebaTokenizerFactory to index Chinese >>> characters >>> > > in >>> > > > >>> > > > Solr. It works fine with the segmentation when I'm using >>> > > > the Analysis function on the Solr Admin UI. >>> > > > >>> > > > However, when I tried to do the highlighting in Solr, it is not >>> > > > highlighting in the correct place. For example, when I search of >>> > > 自然環境与企業本身, >>> > > > it highlight 認<em>為自然環</em><em>境</em><em>与企</em><em>業本</em>身的 >>> > > > >>> > > > Even when I search for English character like responsibility, it >>> > > highlight >>> > > > <em> *responsibilit<em>*y. >>> > > > >>> > > > Basically, the highlighting goes off by 1 character/space >>> consistently. >>> > > > >>> > > > This problem only happens in content field, and not in any other >>> > fields. >>> > > >>> > > > Does anyone knows what could be causing the issue? >>> > > > >>> > > > I'm using jieba-analysis-1.0.0, Solr 5.3.0 and Lucene 5.3.0. >>> > > > >>> > > > >>> > > > Regards, >>> > > > Edwin >>> > > > >>> > > > >>> > > > >>> > > > ----- >>> > > > 未在此訊息中找到病毒。 >>> > > > 已透過 AVG 檢查 - www.avg.com >>> > > > 版本: 2015.0.6140 / 病毒庫: 4447/10808 - 發佈日期: 10/12/15 >>> > > > >>> > > > >>> > > >>> > > >>> > > >>> > > ----- >>> > > 未在此訊息中找到病毒。 >>> > > 已透過 AVG 檢查 - www.avg.com >>> > > 版本: 2015.0.6172 / 病毒庫: 4447/10853 - 發佈日期: 10/19/15 >>> > > >>> > > >>> > >>> > >>> > >>> > ----- >>> > 未在此訊息中找到病毒。 >>> > 已透過 AVG 檢查 - www.avg.com >>> > 版本: 2015.0.6172 / 病毒庫: 4450/10867 - 發佈日期: 10/21/15 >>> > >>> > >>> >>> >>> >>> ----- >>> 未在此訊息中找到病毒。 >>> 已透過 AVG 檢查 - www.avg.com >>> 版本: 2015.0.6173 / 病毒庫: 4450/10871 - 發佈日期: 10/22/15 >>> >>> >> >