public synchronized String processNative(BehemothDocument inputDoc, Reporter reporter) {
if (reporter != null) reporter.setStatus("GATE : " + inputDoc.getUrl().toString());
// process the text passed as value with the application
// a) create a GATE document based on the text value
gate.Document gatedocument = null;
try {
gatedocument = generateGATEDoc(inputDoc);
// add it to the current corpus
corpus.add(gatedocument);
// get the application and assign the corpus to it
this.GATEapplication.setCorpus(corpus);
// process it with GATE
this.GATEapplication.execute();
// transfer the annotations from the GATE document
// to the Behemoth one using the filters
if (reporter != null) reporter.incrCounter("GATE", "Document", 1);
return gatedocument.toXml();
} catch (Exception e) {
LOG.error(inputDoc.getUrl().toString(), e);
if (reporter != null) reporter.incrCounter("GATE", "Exceptions", 1);
} finally {
// remove the document from the corpus again
corpus.clear();
// and from memory
if (gatedocument != null) Factory.deleteResource(gatedocument);
}
return null;
}
/** Clear up the resources used after one test. */
private void clearOneTest() {
corpus.clear();
Factory.deleteResource(corpus);
Factory.deleteResource(learningApi);
controller.remove(learningApi);
controller.cleanup();
Factory.deleteResource(controller);
}
public JSONObject persian_sentiment(String text) throws Exception {
oncreate();
File PersianGapp = new File("C:/Users/mohammad/Desktop/New folder/Gate/application.xgapp");
// initialise GATE - this must be done before calling any GATE APIs
Gate.init();
// load the saved application
CorpusController application =
(CorpusController) PersistenceManager.loadObjectFromFile(PersianGapp);
// Create a Corpus to use. We recycle the same Corpus object for each
// iteration. The string parameter to newCorpus() is simply the
// GATE-internal name to use for the corpus. It has no particular
// significance.
Corpus corpus = Factory.newCorpus("BatchProcessApp Corpus");
application.setCorpus(corpus);
// process the files one by one
// load the document (using the specified encoding if one was given)
Document doc = Factory.newDocument(text);
// put the document in the corpus
corpus.add(doc);
// run the application
application.execute();
String featureName = "Doc_sentiment";
FeatureMap features = doc.getFeatures();
// remove the document from the corpus again
corpus.clear();
// doc.getFeatures().
// Release the document, as it is no longer needed
Factory.deleteResource(doc);
LinkedHashMap originalContent = (LinkedHashMap) features.get(featureName);
String obj = (String) originalContent.get("sentiment");
// BigDecimal pos =(BigDecimal) originalContent.get("positive");
// BigDecimal neg =(BigDecimal) originalContent.get("negative");
// System.out.println(obj);
// create Json for response to user
JSONObject obj1 = new JSONObject();
obj1.put("sentiment", obj);
/*obj1.put("positive",pos);
//obj1.put("negative",neg);
System.out.print("----------");
System.out.print(obj1);
System.out.print("----------");*/
// application.cleanup();
return obj1;
}
/**
* The main entry point. First we parse the command line options (see usage() method for details),
* then we take all remaining command line parameters to be file names to process. Each file is
* loaded, processed using the application and the results written to the output file
* (inputFile.out.xml).
*/
public static void main(String[] args) throws Exception {
parseCommandLine(args);
// initialise GATE - this must be done before calling any GATE APIs
Gate.init();
// load the saved application
CorpusController application =
(CorpusController) PersistenceManager.loadObjectFromFile(gappFile);
// Create a Corpus to use. We recycle the same Corpus object for each
// iteration. The string parameter to newCorpus() is simply the
// GATE-internal name to use for the corpus. It has no particular
// significance.
ArrayList<String> files = getFilesFromDir(inputDir);
gate.Corpus corpus = createCorpus(files);
// Corpus corpus = Factory.newCorpus("BatchProcessApp Corpus");
application.setCorpus(corpus);
System.out.println("Processing " + files.size() + " files");
// process the files one by one
for (int i = 0; i < files.size(); i++) {
// load the document (using the specified encoding if one was given)
File docFile = new File(files.get(i));
System.out.print("Processing document " + docFile + " (" + i + ") ...");
Document doc = Factory.newDocument(docFile.toURL(), encoding);
// put the document in the corpus
corpus.add(doc);
// run the application
application.execute();
// remove the document from the corpus again
corpus.clear();
String docXMLString = null;
// if we want to just write out specific annotation types, we must
// extract the annotations into a Set
if (annotTypesToWrite != null) {
// Create a temporary Set to hold the annotations we wish to write out
Set annotationsToWrite = new HashSet();
// we only extract annotations from the default (unnamed) AnnotationSet
// in this example
AnnotationSet defaultAnnots = doc.getAnnotations("Output");
Iterator annotTypesIt = annotTypesToWrite.iterator();
while (annotTypesIt.hasNext()) {
// extract all the annotations of each requested type and add them to
// the temporary set
AnnotationSet annotsOfThisType = defaultAnnots.get((String) annotTypesIt.next());
if (annotsOfThisType != null) {
annotationsToWrite.addAll(annotsOfThisType);
}
}
// create the XML string using these annotations
docXMLString = doc.toXml(annotationsToWrite, true);
}
// otherwise, just write out the whole document as GateXML
else {
docXMLString = doc.toXml();
}
// Release the document, as it is no longer needed
Factory.deleteResource(doc);
// output the XML to <inputFile>.out.xml
System.out.println("Writing file " + docFile.getName());
String outputFileName = docFile.getName() + ".out.xml";
// File outputFile = new File(docFile.getParentFile(), outputFileName);
File outputFile = new File(new File(outputDir).getAbsolutePath(), outputFileName);
// Write output files using the same encoding as the original
FileOutputStream fos = new FileOutputStream(outputFile);
BufferedOutputStream bos = new BufferedOutputStream(fos);
OutputStreamWriter out;
if (encoding == null) {
out = new OutputStreamWriter(bos);
} else {
out = new OutputStreamWriter(bos, encoding);
}
out.write(docXMLString);
out.close();
System.out.println("done");
} // for each file
System.out.println("All done");
} // void main(String[] args)
private RetObj ProcessRecords() throws Exception {
// Create a Corpus to use. We recycle the same Corpus object for each
// iteration.
Corpus corpus = Factory.newCorpus("BatchProcessApp Corpus");
this.application.setCorpus(corpus);
// object for returned data
List<String> processedlines = new ArrayList<String>();
List<String> processedText = new ArrayList<String>();
for (int record_num = 0; record_num < this.recs.size(); ++record_num) {
/*if( record_num % Math.ceil(((double) this.recs.size())/10.0) == 0)
System.out.println("Thread " + this.threadID + ": "+ ((int) ((double)record_num)/((double) this.recs.size())*100.0 ) +"% complete.");
*/
// first, split title from body and get embedded age in title..
String title_age = "-1";
String sep = "..THIS IS MY SEPARATION STRING..";
String title = "";
String body = this.recs.get(record_num);
Boolean trimmed = false;
int age_end = body.indexOf(",> ");
if (age_end >= 0 && age_end < body.length()) {
int age_start = body.lastIndexOf("-", age_end);
if (age_start >= 0 && age_start < age_end) {
title_age = body.substring(age_start + 1, age_end).trim();
if (!isInteger(title_age)) title_age = "-1";
else {
title = body.substring(0, age_start);
body = body.substring(age_end + 2, body.length());
body = title + sep + body;
trimmed = true;
}
}
if (!trimmed) {
title = body.substring(0, age_end);
body = body.substring(age_end + 2, body.length());
body = title + sep + body;
trimmed = true;
}
}
// --------------------
org.jsoup.nodes.Document htmldoc =
Jsoup.parseBodyFragment(body.replaceAll("COMMA_GOES_HERE", ","));
Elements links = htmldoc.select("a[href]");
Elements media = htmldoc.select("[src]");
Elements imports = htmldoc.select("link[href]");
processedText.add(htmldoc.text().replace(sep, " "));
Document doc = Factory.newDocument(htmldoc.text());
// put the document in the corpus
corpus.add(doc);
// run the application
this.application.execute();
// remove the document from the corpus again
corpus.clear();
// extract annotations
String line = "";
AnnotationSet Annots = doc.getAnnotations("");
Integer FirstPersonCount = 0, ThirdPersonCount = 0;
AnnotationSet FirstPerson = Annots.get("FirstPerson");
if (FirstPerson != null) FirstPersonCount = FirstPerson.size();
AnnotationSet ThirdPerson = Annots.get("ThirdPerson");
if (ThirdPerson != null) ThirdPersonCount = ThirdPerson.size();
line += FirstPersonCount.toString() + "," + ThirdPersonCount.toString() + ",";
AnnotationSet Names = Annots.get("Name");
if (Names == null || Names.size() < 1) line += ",";
else {
Iterator<Annotation> Iter = Names.inDocumentOrder().iterator();
while (Iter.hasNext()) {
Annotation Ann = Iter.next();
Object Feat = Ann.getFeatures().get("name");
if (Feat != null) line += Feat.toString();
if (Iter.hasNext()) line += ";";
}
line += ",";
}
AnnotationSet Age = Annots.get("Age");
if (Age == null || Age.size() < 1) line += title_age + ",";
else {
Iterator<Annotation> Iter = Age.inDocumentOrder().iterator();
line += title_age + ";";
while (Iter.hasNext()) {
Annotation Ann = Iter.next();
Object Feat = Ann.getFeatures().get("age");
if (Feat != null) line += Feat.toString();
if (Iter.hasNext()) line += ";";
}
line += ",";
}
AnnotationSet Cost = Annots.get("Cost");
if (Cost == null || Cost.size() < 1) line += ",";
else {
Iterator<Annotation> Iter = Cost.inDocumentOrder().iterator();
while (Iter.hasNext()) {
Annotation Ann = Iter.next();
Object Feat = Ann.getFeatures().get("value");
if (Feat != null) line += Feat.toString();
else line += "none";
line += "/";
Feat = Ann.getFeatures().get("target_value");
if (Feat != null) line += Feat.toString();
else line += "none";
line += "/";
Feat = Ann.getFeatures().get("target_type");
if (Feat != null) line += Feat.toString();
else line += "none";
if (Iter.hasNext()) line += ";";
}
line += ",";
}
AnnotationSet height = Annots.get("height");
if (height == null || height.size() < 1) line += ",,";
else {
String ft = "";
String inch = "";
Iterator<Annotation> Iter = height.inDocumentOrder().iterator();
while (Iter.hasNext()) {
Annotation Ann = Iter.next();
Object Feat = Ann.getFeatures().get("feet");
if (Feat != null) ft += Feat.toString();
else ft += "none";
Feat = Ann.getFeatures().get("inches");
if (Feat != null) inch += Feat.toString();
else inch += "none";
if (Iter.hasNext()) {
ft += ";";
inch += ";";
}
}
line += ft + "," + inch + ",";
}
AnnotationSet weight = Annots.get("weight");
if (weight == null || weight.size() < 1) line += ",";
else {
Iterator<Annotation> Iter = weight.inDocumentOrder().iterator();
while (Iter.hasNext()) {
Annotation Ann = Iter.next();
Object Feat = Ann.getFeatures().get("pounds");
if (Feat != null) line += Feat.toString();
if (Iter.hasNext()) line += ";";
}
line += ",";
}
AnnotationSet measurement = Annots.get("measurement");
if (measurement == null || measurement.size() < 1) line += ",,,,";
else {
String cup = "";
String chest = "";
String waist = "";
String hip = "";
Iterator<Annotation> Iter = measurement.inDocumentOrder().iterator();
while (Iter.hasNext()) {
Annotation Ann = Iter.next();
Object Feat = Ann.getFeatures().get("cup");
if (Feat != null) cup += Feat.toString();
else cup += "none";
Feat = Ann.getFeatures().get("chest");
if (Feat != null) chest += Feat.toString();
else chest += "none";
Feat = Ann.getFeatures().get("waist");
if (Feat != null) waist += Feat.toString();
else waist += "none";
Feat = Ann.getFeatures().get("hip");
if (Feat != null) hip += Feat.toString();
else hip += "none";
if (Iter.hasNext()) {
cup += ";";
chest += ";";
waist += ";";
hip += ";";
}
}
line += cup + "," + chest + "," + waist + "," + hip + ",";
}
AnnotationSet Ethnicity = Annots.get("Ethnicity");
if (Ethnicity == null || Ethnicity.size() < 1) line += ",";
else {
Iterator<Annotation> Iter = Ethnicity.inDocumentOrder().iterator();
while (Iter.hasNext()) {
Annotation Ann = Iter.next();
Object Feat = Ann.getFeatures().get("ethnicity");
if (Feat != null)
line += Feat.toString().toLowerCase().replaceAll(",", " ").replaceAll(";", " ");
if (Iter.hasNext()) line += ";";
}
line += ",";
}
AnnotationSet SkinColor = Annots.get("SkinColor");
if (SkinColor == null || SkinColor.size() < 1) line += ",";
else {
Iterator<Annotation> Iter = SkinColor.inDocumentOrder().iterator();
while (Iter.hasNext()) {
Annotation Ann = Iter.next();
Object Feat = Ann.getFeatures().get("color");
if (Feat != null)
line += Feat.toString().toLowerCase().replaceAll(",", " ").replaceAll(";", " ");
if (Iter.hasNext()) line += ";";
}
line += ",";
}
AnnotationSet EyeColor = Annots.get("EyeColor");
if (EyeColor == null || EyeColor.size() < 1) line += ",";
else {
Iterator<Annotation> Iter = EyeColor.inDocumentOrder().iterator();
while (Iter.hasNext()) {
Annotation Ann = Iter.next();
Object Feat = Ann.getFeatures().get("color");
if (Feat != null)
line += Feat.toString().toLowerCase().replaceAll(",", " ").replaceAll(";", " ");
if (Iter.hasNext()) line += ";";
}
line += ",";
}
AnnotationSet HairColor = Annots.get("HairColor");
if (HairColor == null || HairColor.size() < 1) line += ",";
else {
Iterator<Annotation> Iter = HairColor.inDocumentOrder().iterator();
while (Iter.hasNext()) {
Annotation Ann = Iter.next();
Object Feat = Ann.getFeatures().get("color");
if (Feat != null)
line += Feat.toString().toLowerCase().replaceAll(",", " ").replaceAll(";", " ");
if (Iter.hasNext()) line += ";";
}
line += ",";
}
AnnotationSet Restriction = Annots.get("Restriction");
if (Restriction == null || Restriction.size() < 1) line += ",,,";
else {
String type = "";
String ethnicity = "";
String age = "";
Iterator<Annotation> Iter = Restriction.inDocumentOrder().iterator();
while (Iter.hasNext()) {
Annotation Ann = Iter.next();
Object Feat = Ann.getFeatures().get("type");
if (Feat != null) type += Feat.toString();
else type += "none";
Feat = Ann.getFeatures().get("ethnicity");
if (Feat != null)
ethnicity += Feat.toString().toLowerCase().replaceAll(",", " ").replaceAll(";", " ");
else ethnicity += "none";
Feat = Ann.getFeatures().get("age");
if (Feat != null) age += Feat.toString();
else age += "none";
if (Iter.hasNext()) {
type += ";";
ethnicity += ";";
age += ";";
}
}
line += type + "," + ethnicity + "," + age + ",";
}
AnnotationSet Phone = Annots.get("PhoneNumber");
if (Phone == null || Phone.size() < 1) line += ",,,";
else {
String value = "";
String state = "";
String city = "";
Iterator<Annotation> Iter = Phone.inDocumentOrder().iterator();
while (Iter.hasNext()) {
Annotation Ann = Iter.next();
Object Feat = Ann.getFeatures().get("value");
if (Feat != null) value += Feat.toString();
else value += "none";
Feat = Ann.getFeatures().get("state");
if (Feat != null) state += Feat.toString();
else state += "none";
Feat = Ann.getFeatures().get("area");
if (Feat != null)
city += Feat.toString().toLowerCase().replaceAll(",", " ").replaceAll(";", " ");
else city += "none";
if (Iter.hasNext()) {
value += ";";
state += ";";
city += ";";
}
}
line += value + "," + state + "," + city + ",";
}
String Emails = "";
AnnotationSet Email = Annots.get("Email");
if (Email == null || Email.size() < 1) Emails = "";
else {
Iterator<Annotation> Iter = Email.inDocumentOrder().iterator();
while (Iter.hasNext()) {
Annotation Ann = Iter.next();
Object Feat = Ann.getFeatures().get("email");
if (Feat != null)
Emails += Feat.toString().toLowerCase().replaceAll(",", " ").replaceAll(";", " ") + ";";
}
}
if (links != null) {
for (Element l : links) {
String href = l.attr("abs:href");
if (href == null) continue;
if (href.length() > 7 && href.substring(0, 7).toLowerCase().equals("mailto:")) {
Emails +=
href.substring(7, href.length()).replaceAll(",", " ").replaceAll(";", " ") + ";";
}
}
}
if (Emails.length() > 0 && Emails.substring(Emails.length() - 1, Emails.length()).equals(";"))
Emails = Emails.substring(0, Emails.length() - 1);
line += Emails + ",";
String Urls = "";
AnnotationSet Url = Annots.get("Url");
if (Url == null || Url.size() < 1) Urls = "";
else {
Iterator<Annotation> Iter = Url.inDocumentOrder().iterator();
while (Iter.hasNext()) {
Annotation Ann = Iter.next();
Object Feat = Ann.getFeatures().get("url");
if (Feat != null)
Urls += Feat.toString().toLowerCase().replaceAll(",", " ").replaceAll(";", " ") + ";";
}
}
if (links != null) {
for (Element l : links) {
String href = l.attr("abs:href");
if (href == null) continue;
if (href.length() <= 7 || !href.substring(0, 7).toLowerCase().equals("mailto:")) {
Urls += href.replaceAll(",", " ").replaceAll(";", " ") + ";";
}
}
}
if (imports != null) {
for (Element l : imports) {
String href = l.attr("abs:href");
if (href == null) continue;
Urls += href.replaceAll(",", " ").replaceAll(";", " ") + ";";
}
}
if (Urls.length() > 0 && Urls.substring(Urls.length() - 1, Urls.length()).equals(";"))
Urls = Urls.substring(0, Urls.length() - 1);
line += Urls + ",";
String Medias = "";
if (media != null) {
for (Element l : media) {
String src = l.attr("abs:src");
if (src == null) continue;
Medias += src.replaceAll(",", " ").replaceAll(";", " ") + ";";
}
}
if (Medias.length() > 0 && Medias.substring(Medias.length() - 1, Medias.length()).equals(";"))
Medias = Medias.substring(0, Medias.length() - 1);
line += Medias;
processedlines.add(line);
// Release the document, as it is no longer needed
Factory.deleteResource(doc);
}
Factory.deleteResource(corpus);
RetObj out = new RetObj(processedlines, processedText);
return out;
}
// Process an input document with GATE and a Reporter
public synchronized BehemothDocument[] process(BehemothDocument inputDoc, Reporter reporter) {
if (reporter != null) reporter.setStatus("GATE : " + inputDoc.getUrl().toString());
boolean clearBehemothAnnotations = config.getBoolean("gate.deleteBehemothAnnotations", false);
// process the text passed as value with the application
// a) create a GATE document based on the text value
gate.Document gatedocument = null;
try {
gatedocument = generateGATEDoc(inputDoc);
// add it to the current corpus
corpus.add(gatedocument);
// get the application and assign the corpus to it
this.GATEapplication.setCorpus(corpus);
// process it with GATE
this.GATEapplication.execute();
AnnotationSet annots = null;
if ("".equals(filters.getAnnotationSetName())) annots = gatedocument.getAnnotations();
else annots = gatedocument.getAnnotations(filters.getAnnotationSetName());
// enrich the input doc with the annotations from
// the GATE application
// transfer the annotations from the GATE document
// to the Behemoth one using the filters
List<com.digitalpebble.behemoth.Annotation> beheannotations =
convertGATEAnnotationsToBehemoth(annots, inputDoc);
// sort the annotations before adding them?
Collections.sort(beheannotations);
// clear the existing behemoth annotations
if (clearBehemothAnnotations) {
inputDoc.getAnnotations().clear();
}
inputDoc.getAnnotations().addAll(beheannotations);
// add counters about num of annotations added
if (reporter != null)
for (com.digitalpebble.behemoth.Annotation annot : beheannotations) {
reporter.incrCounter("GATE", annot.getType(), 1);
}
// Add the document features from GATE to Behemoth
Set<String> docFeatFilter = this.filters.getDocFeaturesFilter();
MapWritable beheMD = inputDoc.getMetadata(true);
if (docFeatFilter.size() > 0) {
for (String docFeatName : docFeatFilter) {
Object featValue = gatedocument.getFeatures().get(docFeatName);
if (featValue != null) {
beheMD.put(new Text(docFeatName), new Text(featValue.toString()));
}
}
}
if (reporter != null) reporter.incrCounter("GATE", "Document", 1);
} catch (Exception e) {
LOG.error(inputDoc.getUrl().toString(), e);
if (reporter != null) reporter.incrCounter("GATE", "Exceptions", 1);
} finally {
// remove the document from the corpus again
corpus.clear();
// and from memory
if (gatedocument != null) Factory.deleteResource(gatedocument);
}
// currently returns only the input document
return new BehemothDocument[] {inputDoc};
}
public static void main(String[] args) throws Exception {
GateUtils.initGate();
ie =
new SpcInteractionExport(
"SpcInteractionExport/SpcInteractionExport_" + ProjectSetup.makeTimeStamp() + ".csv");
/**/
initController();
/**/
CsvReader in =
new CsvReader("C:/Users/dedek/Desktop/DATLOWE/LP_SPC.csv", ';', Charset.forName("cp1250"));
in.readHeaders();
StopRequestDetector srd = new StopRequestDetector();
srd.startDetector();
int num = 0;
while (!srd.stop_requested) {
if (!in.readRecord()) break;
String spcCode = in.get(0);
ie.setSpcCode(spcCode);
String doc = in.get(3);
String pdf = in.get(4);
String fileStr = pdf;
File file = null;
if (!fileStr.isEmpty()) {
file = new File("C:/Users/dedek/Desktop/DATLOWE/SPC_all/" + fileStr);
if (!file.exists()) fileStr = "";
}
if (fileStr.isEmpty()) {
fileStr = doc;
}
if (!fileStr.isEmpty()) {
file = new File("C:/Users/dedek/Desktop/DATLOWE/SPC_all/" + fileStr);
if (!file.exists()) fileStr = "";
}
System.err.format(
"%4d %s record: %s %s %s\n",
++num, ProjectSetup.makeTimeStamp(), spcCode, in.get(1), fileStr);
if (fileStr.isEmpty()) {
System.err.format("WARNING ommiting record: %s %s\n", in.get(0), in.get(1));
continue;
}
Document gateDoc = Factory.newDocument(file.toURI().toURL(), "utf8");
corpus.add(gateDoc);
try {
controller.execute();
} catch (ExecutionException e) {
System.err.println("----------------------- EXECUTION INTERUPTED -------------------");
e.printStackTrace();
initController();
System.err.println("----------------------- EXECUTION RESTARTED -------------------");
}
corpus.clear();
// GateUtils.saveGateDocumentToXML(gateDoc,
// "C:/Users/dedek/Desktop/DATLOWE/SPC_ananlyzed/"+spcCode+".xml");
Factory.deleteResource(gateDoc);
}
in.close();
ie.close();
GateUtils.deleteAllPublicGateResources();
}
