public ModelNominalLabelDTO(ModelNominalLabel modelNominalLabel) throws PropertyNotSetException {
if (modelNominalLabel != null) {
this.setLabelPrecision(modelNominalLabel.getLabelPrecision());
this.setLabelRecall(modelNominalLabel.getLabelRecall());
this.setLabelAuc(modelNominalLabel.getLabelAuc());
this.setClassifiedDocumentCount(modelNominalLabel.getClassifiedDocumentCount());
if (modelNominalLabel.getId() != null) {
this.setIdDTO(new ModelNominalLabelIdDTO(modelNominalLabel.getId()));
} else {
throw new PropertyNotSetException("Primary key not set!");
}
if (modelNominalLabel.hasModel()) {
Model m =
new Model(
modelNominalLabel.getModel().getModelFamily(),
modelNominalLabel.getModel().getAvgPrecision(),
modelNominalLabel.getModel().getAvgRecall(),
modelNominalLabel.getModel().getAvgAuc(),
modelNominalLabel.getModel().getTrainingCount(),
modelNominalLabel.getModel().getTrainingTime(),
modelNominalLabel.getModel().isIsCurrentModel());
Long modelID = new Long(modelNominalLabel.getModel().getModelId());
m.setModelId(modelID);
this.setModelDTO(new ModelDTO(m));
}
if (modelNominalLabel.hasNominalLabel()) {
NominalLabel nb =
new NominalLabel(
modelNominalLabel.getNominalLabel().getNominalAttribute(),
modelNominalLabel.getNominalLabel().getNominalLabelCode(),
modelNominalLabel.getNominalLabel().getName(),
modelNominalLabel.getNominalLabel().getDescription(),
modelNominalLabel.getNominalLabel().getSequence());
nb.setNominalLabelId(modelNominalLabel.getNominalLabel().getNominalLabelId());
this.setNominalLabelDTO(new NominalLabelDTO(nb));
}
}
}
@Override
public List<ModelNominalLabelDTO> getAllModelNominalLabelsByModelID(
Long modelID, String crisisCode) {
List<ModelNominalLabelDTO> dtoList = new ArrayList<ModelNominalLabelDTO>();
;
List<ModelNominalLabel> modelNominalLabelList = new ArrayList<ModelNominalLabel>();
Model model = modelEJB.getById(modelID);
if (model != null) {
logger.info(
"Model is not NULL in getAllModelNominalLabelsByModelID for modelID = "
+ modelID
+ ",crisis code = "
+ crisisCode);
Hibernate.initialize(model.getModelFamily());
try {
Boolean modelStatus = model.getModelFamily().isIsActive(); // getting model status
ModelFamily modelFamily = model.getModelFamily();
Hibernate.initialize(modelFamily.getNominalAttribute());
Long nominalAttributeId = modelFamily.getNominalAttribute().getNominalAttributeId();
// Long nominalAttributeId =
// model.getModelFamily().getNominalAttribute().getNominalAttributeId();
modelNominalLabelList = this.getAllByCriteria(Restrictions.eq("id.modelId", modelID));
logger.info(
"modelNominalLabellist size = "
+ (modelNominalLabelList != null ? modelNominalLabelList.size() : "null"));
for (ModelNominalLabel labelEntity : modelNominalLabelList) {
// Getting training examples for each label
int trainingSet = 0;
NominalLabel nominalLabel = labelEntity.getNominalLabel();
if (nominalLabel != null
&& !nominalLabel.getNominalLabelCode().equalsIgnoreCase("null")) {
try {
trainingSet =
documentEJB.getDocumentCountForNominalLabelAndCrisis(
nominalLabel.getNominalLabelId(), crisisCode);
} catch (Exception e) {
// TODO Auto-generated catch block
logger.error("Error in getDocumentCollectionWithNominalLabelData.", e);
}
}
// Deep copying modelNominalLabel to ModelNominalLabelDTO
Hibernate.initialize(labelEntity.getModel());
Hibernate.initialize(labelEntity.getNominalLabel());
ModelNominalLabelDTO dto = new ModelNominalLabelDTO(labelEntity);
dto.setModelStatus(modelStatus == true ? "RUNNING" : "NOT RUNNING");
dto.setNominalAttributeId(nominalAttributeId);
dto.setTrainingDocuments(trainingSet);
dtoList.add(dto);
}
} catch (Exception e) {
logger.error("Exception occured in getAllModelNominalLabelsByModelID \n\n", e);
return null;
}
}
return dtoList;
}
