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;
}
/**
* Initialise the ANNIE system. This creates a "corpus pipeline" application that can be used to
* run sets of documents through the extraction system.
*/
public void initAnnie() throws GateException, IOException {
Out.prln("Initialising ANNIE...");
// load the ANNIE application from the saved state in plugins/ANNIE
File pluginsHome = Gate.getPluginsHome();
File anniePlugin = new File(pluginsHome, "ANNIE");
File annieGapp = new File(anniePlugin, "ANNIE_with_defaults.gapp");
annieController = (CorpusController) PersistenceManager.loadObjectFromFile(annieGapp);
Out.prln("...ANNIE loaded");
} // initAnnie()
public static void initController()
throws PersistenceException, ResourceInstantiationException, IOException {
GateUtils.deleteAllPublicGateResources();
controller =
(ConditionalSerialAnalyserController)
PersistenceManager.loadObjectFromFile(
new File("C:/Users/dedek/Desktop/DATLOWE/gate_apps/all.gapp"));
controller.add(ie.getPR());
corpus = Factory.newCorpus("SpcCorp");
controller.setCorpus(corpus);
}
public void setConf(Configuration conf) {
config = conf;
if (applicationDescriptorPath == null)
throw new RuntimeException("GATE application path is null");
// create one instance of the GATE application
// need to avoid concurrent access to the application
try {
if (inited == false) {
File gateHome = new File(applicationDescriptorPath.getFile()).getParentFile();
LOG.info("Setting GATE_HOME as " + gateHome);
File pluginsHome = new File(gateHome, "plugins");
// the config files are in the job archive - not in the GATE
// application
// zip
// File siteConfigFile = new File(conf
// .getResource("site-gate.xml").getFile());
// File userConfig = new File(conf.getResource("user-gate.xml")
// .getFile());
Gate.runInSandbox(true);
Gate.setGateHome(gateHome);
Gate.setPluginsHome(pluginsHome);
// Gate.setSiteConfigFile(siteConfigFile);
// Gate.setUserConfigFile(userConfig);
// the builtInCreoleDir files
// are stored in the same place as the config ones
// Gate.setBuiltinCreoleDir(conf.getResource("creole.xml"));
Gate.init();
inited = true;
}
corpus = Factory.newCorpus("DummyCorpus");
this.GATEapplication =
(CorpusController) PersistenceManager.loadObjectFromUrl(applicationDescriptorPath);
// load the annotation and feature filters from the configuration
this.filters = GATEAnnotationFilters.getFilters(config);
} catch (Exception e) {
LOG.error("Encountered error while initialising GATE", e);
throw new RuntimeException(e);
}
}
/**
* 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)
public static void main(String[] args) throws Exception {
int num_threads = Integer.parseInt(args[0]);
int chunk_size = 100000;
int total_lines_read = 0;
if (args.length > 4) chunk_size = Integer.parseInt(args[4]);
// initialise GATE - this must be done before calling any GATE APIs
Gate.init();
CorpusController application =
(CorpusController)
PersistenceManager.loadObjectFromFile(new File("TJInfoExtractor/application.xgapp"));
List<CorpusController> applicationList = new ArrayList<CorpusController>();
for (int i = 0; i < num_threads; ++i)
applicationList.add((CorpusController) Factory.duplicate(application));
String outfile = "Out.csv";
if (args.length > 2) outfile = args[2];
PrintWriter writer = new PrintWriter(outfile, "UTF-8");
writer.println(
"Perspective_1st,Perspective_3rd,Name,Age,Cost,Height_ft,Height_in,Weight,Cup,Chest,Waist,Hip,Ethnicity,SkinColor,EyeColor,HairColor,Restriction_Type,Restriction_Ethnicity,Restriction_Age,PhoneNumber,AreaCode_State,AreaCode_Cities,Email,Url,Media");
outfile = "Out.txt";
if (args.length > 3) outfile = args[3];
PrintWriter writer2 = new PrintWriter(outfile, "UTF-8");
// load the document
System.out.println("Reading document " + args[1] + "...");
BufferedReader br = new BufferedReader(new FileReader(args[1]));
Boolean done = false;
while (!done) {
List<String> FileLines = new ArrayList<String>();
// Create container for results
List<String> AnnotationResults = new ArrayList<String>();
List<String> AnnotationText = new ArrayList<String>();
int LinesRead = 0;
String fileline;
// read the file
while (true) {
if (LinesRead >= chunk_size) break;
if ((fileline = br.readLine()) == null) {
done = true;
break;
}
FileLines.add(fileline);
LinesRead++;
total_lines_read++;
}
// launch threads to process each chunk
int step = (int) Math.ceil(((double) FileLines.size()) / ((double) num_threads));
List<ExtractorThread> pool = new ArrayList<ExtractorThread>();
for (int i = 0; i < num_threads; ++i) {
pool.add(
new ExtractorThread(
FileLines.subList(i * step, Math.min((i + 1) * step, FileLines.size())),
applicationList.get(i),
i));
}
for (int i = 0; i < num_threads; ++i) {
pool.get(i).t.join();
if (pool.get(i).results != null) AnnotationResults.addAll(pool.get(i).results);
if (pool.get(i).text != null) AnnotationText.addAll(pool.get(i).text);
}
for (String l : AnnotationResults) writer.println(l);
for (String l : AnnotationText) writer2.println(l);
System.out.println("Processed " + total_lines_read + " lines...");
}
br.close();
writer.close();
writer2.close();
System.out.println("All done");
}
public GateAnalyzer(String appPath) throws Exception {
Gate.init();
controller =
(SerialAnalyserController) PersistenceManager.loadObjectFromFile(new File(appPath));
}
