MapSerializer.java
/*******************************************************************************
* Copyright (C) 2020 Ram Sadasiv
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see <http://www.gnu.org/licenses/>.
******************************************************************************/
package io.outofprintmagazine.nlp.pipeline.serializers;
import java.math.BigDecimal;
import java.util.Iterator;
import java.util.Map;
import org.apache.logging.log4j.LogManager;
import org.apache.logging.log4j.Logger;
import com.fasterxml.jackson.databind.JsonNode;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.fasterxml.jackson.databind.node.ArrayNode;
import com.fasterxml.jackson.databind.node.ObjectNode;
import edu.stanford.nlp.ling.CoreLabel;
import edu.stanford.nlp.pipeline.CoreDocument;
import edu.stanford.nlp.pipeline.CoreSentence;
public class MapSerializer implements ISerializer {
@SuppressWarnings("unused")
private static final Logger logger = LogManager.getLogger(MapSerializer.class);
@SuppressWarnings("rawtypes")
protected Class annotationClass = null;
public MapSerializer() {
super();
}
@SuppressWarnings("rawtypes")
public MapSerializer(Class annotationClass) {
super();
this.setAnnotationClass(annotationClass);
}
@SuppressWarnings("rawtypes")
public void setAnnotationClass(Class annotationClass) {
this.annotationClass = annotationClass;
}
@SuppressWarnings("rawtypes")
public Class getAnnotationClass() {
return this.annotationClass;
}
@Override
public void serialize(CoreDocument document, ObjectNode json) {
serializeTokens(document, json);
serializeSentences(document, json);
serializeDocument(document, json);
}
@Override
public void serializeAggregate(Object aggregate, ObjectNode jsonDocument) {
ObjectMapper mapper = new ObjectMapper();
jsonDocument.set(getAnnotationClass().getSimpleName(), mapper.valueToTree(aggregate));
}
@SuppressWarnings("unchecked")
protected void serializeDocument(CoreDocument coreNlpDocument, ObjectNode jsonDocument) {
ObjectMapper mapper = new ObjectMapper();
if (coreNlpDocument.annotation().containsKey(getAnnotationClass())) {
ObjectNode score = mapper.createObjectNode();
if (jsonDocument.has(getAnnotationClass().getName())) {
score = (ObjectNode) jsonDocument.get(getAnnotationClass().getName());
}
Map<String, BigDecimal> rawScores = (Map<String, BigDecimal>) coreNlpDocument.annotation().get(getAnnotationClass());
for (String key : rawScores.keySet()) {
score.put(key, rawScores.get(key).toPlainString());
}
jsonDocument.set(getAnnotationClass().getSimpleName(), score);
}
}
@SuppressWarnings("unchecked")
protected void serializeSentences(CoreDocument coreNlpDocument, ObjectNode jsonDocument) {
ObjectMapper mapper = new ObjectMapper();
Iterator<CoreSentence> coreNlpSentencesIter = coreNlpDocument.sentences().iterator();
Iterator<JsonNode> jsonSentencesIter = ((ArrayNode) jsonDocument.get("sentences")).iterator();
while (coreNlpSentencesIter.hasNext() && jsonSentencesIter.hasNext()) {
CoreSentence sentence = coreNlpSentencesIter.next();
ObjectNode sentenceNode = (ObjectNode) jsonSentencesIter.next();
if (sentence.coreMap().containsKey(getAnnotationClass())) {
ObjectNode score = mapper.createObjectNode();
if (sentenceNode.has(getAnnotationClass().getName())) {
score = (ObjectNode) sentenceNode.get(getAnnotationClass().getName());
}
Map<String, BigDecimal> rawScores = (Map<String, BigDecimal>) sentence.coreMap().get(getAnnotationClass());
for (String key : rawScores.keySet()) {
try {
score.put(key, rawScores.get(key).toPlainString());
}
catch (Throwable t) {
logger.error(getAnnotationClass());
logger.error(key, t);
}
}
sentenceNode.set(getAnnotationClass().getSimpleName(), score);
}
}
}
@SuppressWarnings("unchecked")
protected void serializeTokens(CoreDocument coreNlpDocument, ObjectNode jsonDocument) {
ObjectMapper mapper = new ObjectMapper();
Iterator<CoreSentence> coreNlpSentencesIter = coreNlpDocument.sentences().iterator();
Iterator<JsonNode> jsonSentencesIter = ((ArrayNode) jsonDocument.get("sentences")).iterator();
while (coreNlpSentencesIter.hasNext() && jsonSentencesIter.hasNext()) {
Iterator<CoreLabel> coreNlpTokensIter = coreNlpSentencesIter.next().tokens().iterator();
Iterator<JsonNode> jsonTokensIter = ((ArrayNode) jsonSentencesIter.next().get("tokens")).iterator();
while (coreNlpTokensIter.hasNext() && jsonTokensIter.hasNext()) {
CoreLabel token = coreNlpTokensIter.next();
ObjectNode tokenNode = (ObjectNode) jsonTokensIter.next();
if (token.containsKey(getAnnotationClass())) {
ObjectNode score = mapper.createObjectNode();
if (tokenNode.has(getAnnotationClass().getName())) {
score = (ObjectNode) tokenNode.get(getAnnotationClass().getName());
}
Map<String, BigDecimal> rawScores = (Map<String, BigDecimal>) token.get(getAnnotationClass());
for (String key : rawScores.keySet()) {
//someone has MapSerializer where they should have ListSerializer
//Exception in thread "main" java.lang.ClassCastException: java.util.Arrays$ArrayList cannot be cast to java.math.BigDecimal
try {
score.put(key, rawScores.get(key).toPlainString());
}
catch (Throwable t) {
logger.error(getAnnotationClass());
logger.error(key, t);
}
}
tokenNode.set(getAnnotationClass().getSimpleName(), score);
}
}
}
}
}