from django.test import TestCase from django.core.exceptions import ValidationError from django.db.utils import IntegrityError from model_mommy import mommy from ..models import Label, DocumentAnnotation, SequenceAnnotation, Seq2seqAnnotation from ..serializers import DocumentAnnotationSerializer from ..serializers import SequenceAnnotationSerializer from ..serializers import Seq2seqAnnotationSerializer class TestTextClassificationProject(TestCase): @classmethod def setUpTestData(cls): cls.project = mommy.make('server.TextClassificationProject') def test_image(self): image_url = self.project.image self.assertTrue(image_url.endswith('.jpg')) def test_get_bundle_name(self): template = self.project.get_bundle_name() self.assertEqual(template, 'document_classification') def test_get_annotation_serializer(self): serializer = self.project.get_annotation_serializer() self.assertEqual(serializer, DocumentAnnotationSerializer) def test_get_annotation_class(self): klass = self.project.get_annotation_class() self.assertEqual(klass, DocumentAnnotation) class TestSequenceLabelingProject(TestCase): @classmethod def setUpTestData(cls): cls.project = mommy.make('server.SequenceLabelingProject') def test_image(self): image_url = self.project.image self.assertTrue(image_url.endswith('.jpg')) def test_get_bundle_name(self): template = self.project.get_bundle_name() self.assertEqual(template, 'sequence_labeling') def test_get_annotation_serializer(self): serializer = self.project.get_annotation_serializer() self.assertEqual(serializer, SequenceAnnotationSerializer) def test_get_annotation_class(self): klass = self.project.get_annotation_class() self.assertEqual(klass, SequenceAnnotation) class TestSeq2seqProject(TestCase): @classmethod def setUpTestData(cls): cls.project = mommy.make('server.Seq2seqProject') def test_image(self): image_url = self.project.image self.assertTrue(image_url.endswith('.jpg')) def test_get_bundle_name(self): template = self.project.get_bundle_name() self.assertEqual(template, 'seq2seq') def test_get_annotation_serializer(self): serializer = self.project.get_annotation_serializer() self.assertEqual(serializer, Seq2seqAnnotationSerializer) def test_get_annotation_class(self): klass = self.project.get_annotation_class() self.assertEqual(klass, Seq2seqAnnotation) class TestLabel(TestCase): def test_text_uniqueness(self): label = mommy.make('server.Label') mommy.make('server.Label', text=label.text) with self.assertRaises(IntegrityError): Label(project=label.project, text=label.text).save() def test_keys_uniqueness(self): label = mommy.make('server.Label', prefix_key='ctrl', suffix_key='a') with self.assertRaises(IntegrityError): Label(project=label.project, text='example', prefix_key=label.prefix_key, suffix_key=label.suffix_key).save() def test_suffix_key_uniqueness(self): label = mommy.make('server.Label', prefix_key=None, suffix_key='a') with self.assertRaises(ValidationError): Label(project=label.project, text='example', prefix_key=label.prefix_key, suffix_key=label.suffix_key).full_clean() def test_cannot_add_label_only_prefix_key(self): project = mommy.make('server.Project') label = Label(project=project, text='example', prefix_key='ctrl') with self.assertRaises(ValidationError): label.clean() def test_can_add_label_only_suffix_key(self): project = mommy.make('server.Project') label = Label(project=project, text='example', suffix_key='a') label.full_clean() def test_can_add_label_suffix_key_with_prefix_key(self): project = mommy.make('server.Project') label = Label(project=project, text='example', prefix_key='ctrl', suffix_key='a') label.full_clean() class TestDocumentAnnotation(TestCase): def test_uniqueness(self): a = mommy.make('server.DocumentAnnotation') with self.assertRaises(IntegrityError): DocumentAnnotation(document=a.document, user=a.user, label=a.label).save() class TestSequenceAnnotation(TestCase): def test_uniqueness(self): a = mommy.make('server.SequenceAnnotation') with self.assertRaises(IntegrityError): SequenceAnnotation(document=a.document, user=a.user, label=a.label, start_offset=a.start_offset, end_offset=a.end_offset).save() def test_position_constraint(self): with self.assertRaises(ValidationError): mommy.make('server.SequenceAnnotation', start_offset=1, end_offset=0).clean() class TestSeq2seqAnnotation(TestCase): def test_uniqueness(self): a = mommy.make('server.Seq2seqAnnotation') with self.assertRaises(IntegrityError): Seq2seqAnnotation(document=a.document, user=a.user, text=a.text).save()