public static List<String> tokenizeString(Analyzer analyzer, String string) {
List<String> result = new ArrayList<String>();
try {
TokenStream stream = analyzer.tokenStream(null, new StringReader(string));
stream.reset();
while (stream.incrementToken()) {
result.add(stream.getAttribute(CharTermAttribute.class).toString());
}
} catch (IOException e) {
// not thrown b/c we're using a string reader...
throw new RuntimeException(e);
}
return result;
}
/**
* Analyzes the given TokenStream, collecting the Tokens it produces.
*
* @param tokenStream TokenStream to analyze
* @return List of tokens produced from the TokenStream
*/
private List<AttributeSource> analyzeTokenStream(TokenStream tokenStream) {
List<AttributeSource> tokens = new ArrayList<AttributeSource>();
// for backwards compatibility, add all "common" attributes
tokenStream.addAttribute(PositionIncrementAttribute.class);
tokenStream.addAttribute(OffsetAttribute.class);
tokenStream.addAttribute(TypeAttribute.class);
final BytesRef bytes = new BytesRef();
try {
tokenStream.reset();
while (tokenStream.incrementToken()) {
tokens.add(tokenStream.cloneAttributes());
}
} catch (IOException ioe) {
throw new RuntimeException("Error occured while iterating over tokenstream", ioe);
}
return tokens;
}
/**
* Analyze korean text
*
* @throws MorphException
*/
private void analysisKorean(String input) throws MorphException {
input = trimHangul(input);
List<AnalysisOutput> outputs = morph.analyze(input);
if (outputs.size() == 0) return;
Map<String, KoreanToken> map = new LinkedHashMap<String, KoreanToken>();
if (hasOrigin) map.put("0:" + input, new KoreanToken(input, offsetAtt.startOffset()));
extractKeyword(outputs, offsetAtt.startOffset(), map, 0);
// if(outputs.get(0).getScore()>=AnalysisOutput.SCORE_COMPOUNDS) {
// extractKeyword(outputs,offsetAtt.startOffset(), map, 0);
//// } else {
//// // check whether the input text has some insert spacing errors.
//// List<AnalysisOutput> list = wsAnal.analyze(input);
//// List<AnalysisOutput> results = new ArrayList<AnalysisOutput>();
//// if(list.size()>1 && wsAnal.getOutputScore(list)>AnalysisOutput.SCORE_ANALYSIS) {
//// int offset = 0;
//// for(AnalysisOutput o : list) {
//// if(hasOrigin) map.put(o.getSource(), new
// Token(o.getSource(),offsetAtt.startOffset()+offset,1));
//// results.addAll(morph.analyze(o.getSource()));
//// offset += o.getSource().length();
//// }
//// } else {
//// results.addAll(outputs);
//// }
//// extractKeyword(results, offsetAtt.startOffset(), map, 0);
// }
Collection<KoreanToken> values = map.values();
for (KoreanToken kt : values) {
kt.setOutputs(outputs);
}
morphQueue.addAll(map.values());
}
@Override
public void reset() throws IOException {
super.reset();
tokenIterator = tokens.iterator();
}
/**
* Creates a new ListBasedTokenStream which uses the given tokens as its token source.
*
* @param tokens Source of tokens to be used
*/
ListBasedTokenStream(List<AttributeSource> tokens) {
this.tokens = tokens;
tokenIterator = tokens.iterator();
}
/**
* Converts the list of Tokens to a list of NamedLists representing the tokens.
*
* @param tokens Tokens to convert
* @param context The analysis context
* @return List of NamedLists containing the relevant information taken from the tokens
*/
private List<NamedList> convertTokensToNamedLists(
final List<AttributeSource> tokens, AnalysisContext context) {
final List<NamedList> tokensNamedLists = new ArrayList<NamedList>();
final int[] positions = new int[tokens.size()];
int position = 0;
for (int i = 0, c = tokens.size(); i < c; i++) {
AttributeSource token = tokens.get(i);
position += token.addAttribute(PositionIncrementAttribute.class).getPositionIncrement();
positions[i] = position;
}
// sort the tokens by absoulte position
new SorterTemplate() {
@Override
protected void swap(int i, int j) {
final int p = positions[i];
positions[i] = positions[j];
positions[j] = p;
Collections.swap(tokens, i, j);
}
@Override
protected int compare(int i, int j) {
return positions[i] - positions[j];
}
@Override
protected void setPivot(int i) {
pivot = positions[i];
}
@Override
protected int comparePivot(int j) {
return pivot - positions[j];
}
private int pivot;
}.mergeSort(0, tokens.size() - 1);
FieldType fieldType = context.getFieldType();
final CharArr textBuf = new CharArr();
for (int i = 0, c = tokens.size(); i < c; i++) {
AttributeSource token = tokens.get(i);
final NamedList<Object> tokenNamedList = new SimpleOrderedMap<Object>();
final TermToBytesRefAttribute termAtt = token.getAttribute(TermToBytesRefAttribute.class);
BytesRef rawBytes = termAtt.getBytesRef();
termAtt.fillBytesRef();
textBuf.reset();
fieldType.indexedToReadable(rawBytes, textBuf);
final String text = textBuf.toString();
tokenNamedList.add("text", text);
if (token.hasAttribute(CharTermAttribute.class)) {
final String rawText = token.getAttribute(CharTermAttribute.class).toString();
if (!rawText.equals(text)) {
tokenNamedList.add("raw_text", rawText);
}
}
tokenNamedList.add("raw_bytes", rawBytes.toString());
if (context.getTermsToMatch().contains(rawBytes)) {
tokenNamedList.add("match", true);
}
tokenNamedList.add("position", positions[i]);
token.reflectWith(
new AttributeReflector() {
public void reflect(Class<? extends Attribute> attClass, String key, Object value) {
// leave out position and bytes term
if (TermToBytesRefAttribute.class.isAssignableFrom(attClass)) return;
if (CharTermAttribute.class.isAssignableFrom(attClass)) return;
if (PositionIncrementAttribute.class.isAssignableFrom(attClass)) return;
String k = attClass.getName() + '#' + key;
// map keys for "standard attributes":
if (ATTRIBUTE_MAPPING.containsKey(k)) {
k = ATTRIBUTE_MAPPING.get(k);
}
if (value instanceof Payload) {
final Payload p = (Payload) value;
value = new BytesRef(p.getData()).toString();
}
tokenNamedList.add(k, value);
}
});
tokensNamedLists.add(tokenNamedList);
}
return tokensNamedLists;
}
public static List<String> getText(BytesWritable value, Boolean tokenizep)
throws InterruptedException {
Session s = Session.getDefaultInstance(new Properties());
InputStream is = new ByteArrayInputStream(value.getBytes());
List<String> out = new ArrayList<String>();
try {
MimeMessage message = new MimeMessage(s, is);
message.getAllHeaderLines();
Analyzer standard_analyzer = new StandardAnalyzer(Version.LUCENE_43);
Analyzer email_analyzer = new UAX29URLEmailAnalyzer(Version.LUCENE_43);
Address[] fromAddrs = message.getFrom();
String fromAddrstr = "";
if (fromAddrs != null) {
for (Address addr : fromAddrs) {
fromAddrstr += (addr.toString() + " ");
}
}
Address[] toAddrs = message.getAllRecipients();
String toAddrstr = "";
if (toAddrs != null) {
for (Address addr : toAddrs) {
toAddrstr += (addr.toString() + " ");
}
}
String subject = message.getSubject();
String body = "";
try {
Object content = message.getContent();
// System.err.println(content.getContentType());
if (content instanceof String) {
body = (String) content;
} else if (content instanceof Multipart) {
Multipart mp = (Multipart) content;
for (int i = 0; i < mp.getCount(); i++) {
BodyPart bp = mp.getBodyPart(i);
// System.err.println(bp.getContentType());
Object c = bp.getContent();
if (c instanceof String) {
body = (String) c;
}
}
}
// people do really evil things with email, we're not sorting through it all now
} catch (DecodingException e) {
System.err.println("DecodingException");
} catch (UnsupportedEncodingException e) {
System.err.println("UnsuportedEncodingException");
} catch (IOException e) {
System.err.println("IOException");
}
if (tokenizep) {
List<String> fromData = new ArrayList<String>();
List<String> toData = new ArrayList<String>();
List<String> subjectData = new ArrayList<String>();
List<String> bodyData = new ArrayList<String>();
if (fromAddrstr != null) {
fromData = tokenizeString(email_analyzer, fromAddrstr);
}
if (toAddrstr != null) {
toData = tokenizeString(email_analyzer, toAddrstr);
}
if (subject != null) {
subjectData = tokenizeString(standard_analyzer, subject);
}
if (body != null) {
bodyData = tokenizeString(standard_analyzer, body);
}
out.add("FROM ");
out.addAll(fromData);
out.add("TO ");
out.addAll(toData);
out.add("SUBJECT ");
out.addAll(subjectData);
out.add("BODY ");
out.addAll(bodyData);
} else {
// if not tokenizep, return list with from and subject fields only
out.add(fromAddrstr);
out.add(subject);
}
} catch (MessagingException e) {
System.err.println("MessagineException");
}
return out;
}
