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68 changes: 65 additions & 3 deletions stanford_corenlp_pywrapper/javasrc/corenlp/JsonPipeline.java
Original file line number Diff line number Diff line change
@@ -1,6 +1,7 @@
package corenlp;

import java.io.FileInputStream;
import java.io.ByteArrayOutputStream;
import java.io.FileNotFoundException;
import java.io.IOException;
import java.util.ArrayList;
Expand Down Expand Up @@ -36,6 +37,7 @@
import edu.stanford.nlp.ling.CoreLabel;
import edu.stanford.nlp.ling.IndexedWord;
import edu.stanford.nlp.pipeline.Annotation;
import edu.stanford.nlp.pipeline.CoNLLOutputter;
import edu.stanford.nlp.pipeline.StanfordCoreNLP;
// paths for stanford 3.2.0. before that, it's e.s.nlp.trees.semgraph.SemanticGraph
import edu.stanford.nlp.semgraph.SemanticGraph;
Expand Down Expand Up @@ -281,6 +283,53 @@ void addAnnoToSentenceObject(Map<String,Object> sent_info, CoreMap sentence, Str
}
}

String getCoNLLRaw(Annotation document) throws IOException {
/* Didn't specify a length - potential for undefined behaviour */
ByteArrayOutputStream baos = new ByteArrayOutputStream();
CoNLLOutputter.conllPrint(document,baos);
return baos.toString();
}

void addCoNLLAnnoToSentences(List<Map> outSentences, String conll_raw) throws NumberFormatException {
int sentence_index = 0;

Map<String,Object> sent_info = outSentences.get(sentence_index);

List<Map> conll_deps = Lists.newArrayList();

/* Generate the list of CoNLL dependencies for each sentence */
String[] lines = conll_raw.split("\n");
for(String line: lines) {
if(line.trim().length() == 0) { // Sentences separated by blank lines
sent_info.put("deps_conll",conll_deps);
sentence_index++;
sent_info = outSentences.get(sentence_index);
conll_deps = Lists.newArrayList();
} else {
String[] fields = line.split("\t");

Map<String,Object> conll_fields = Maps.newHashMap();

/* Add the 7 fields: INDEX, WORD, LEMMA, POS, NER, DEPHEAD, DEPREL */
conll_fields.put("index", Integer.parseInt(fields[0]));
conll_fields.put("word", fields[1]);
conll_fields.put("lemma", fields[2]);
conll_fields.put("pos", fields[3]);
conll_fields.put("ner", fields[4]);
if(!fields[5].equals("_")) {
conll_fields.put("dephead", Integer.parseInt(fields[5]));
} else {
conll_fields.put("dephead", fields[5]);
}
conll_fields.put("deprel", fields[6]);

conll_deps.add(conll_fields);
}
}

sent_info.put("deps_conll",conll_deps);
}

String[] annotators() {
String annotatorsAllstr = (String) props.get("annotators");
if (annotatorsAllstr==null || annotatorsAllstr.trim().isEmpty()) {
Expand All @@ -299,6 +348,8 @@ JsonNode processTextDocument(String doctext) {
Annotation document = new Annotation(doctext);
pipeline.annotate(document);

ImmutableMap.Builder b = new ImmutableMap.Builder();

List<CoreMap> sentences = document.get(SentencesAnnotation.class);
List<Map> outSentences = Lists.newArrayList();

Expand All @@ -312,11 +363,22 @@ JsonNode processTextDocument(String doctext) {
outSentences.add(sent_info);
}

if(props.getProperty("outputFormat","default").equals("conll")) {
try {
String conll_raw = getCoNLLRaw(document);
b.put("conll_raw",conll_raw);

ImmutableMap.Builder b = new ImmutableMap.Builder();
// b.put("text", doctext);
addCoNLLAnnoToSentences(outSentences,conll_raw);
} catch (IOException ex) { // annotation will not occur if getCoNLLRaw() fails - abandon?
ex.printStackTrace();
} catch(NumberFormatException ex) { // some annotation may have occurred - abandon?
ex.printStackTrace();
}
}

//b.put("text", doctext);
b.put("sentences", outSentences);

if (Lists.newArrayList(annotators()).contains("dcoref")) {
List outCoref = getCorefInfo(document);
b.put("entities", outCoref);
Expand Down