diff --git a/src/documents/classifier.py b/src/documents/classifier.py index 727c4af3a..dd8e48f49 100755 --- a/src/documents/classifier.py +++ b/src/documents/classifier.py @@ -48,20 +48,26 @@ class DocumentClassifier(object): def classify_document(self, document, classify_correspondent=False, classify_type=False, classify_tags=False): X = self.data_vectorizer.transform([preprocess_content(document.content)]) + update_fields=() + if classify_correspondent: y_correspondent = self.correspondent_classifier.predict(X) correspondent = self.correspondent_binarizer.inverse_transform(y_correspondent)[0] print("Detected correspondent:", correspondent) document.correspondent = Correspondent.objects.filter(name=correspondent).first() + update_fields = update_fields + ("correspondent",) if classify_type: y_type = self.type_classifier.predict(X) type = self.type_binarizer.inverse_transform(y_type)[0] print("Detected document type:", type) - document.type = DocumentType.objects.filter(name=type).first() + document.document_type = DocumentType.objects.filter(name=type).first() + update_fields = update_fields + ("document_type",) if classify_tags: y_tags = self.tags_classifier.predict(X) tags = self.tags_binarizer.inverse_transform(y_tags)[0] print("Detected tags:", tags) document.tags.add(*[Tag.objects.filter(name=t).first() for t in tags]) + + document.save(update_fields=update_fields)