Edwin,
Congrats on getting it to work! Would you please create a Jira issue for
this and add the patch? You won't need the inline change comments -- a good
description in the ticket itself will work best.
k/r,
Scott
On Sun, Nov 22, 2015 at 10:13 PM, Zheng Lin Edwin Yeo <edwinye...@gmail.com>
wrote:
> 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
> >>>
> >>>
> >>
> >
>
--
Scott Stults | Founder & Solutions Architect | OpenSource Connections, LLC
| 434.409.2780
http://www.opensourceconnections.com
