from django.core.exceptions import ValidationError from django.db.utils import IntegrityError from django.test import TestCase, override_settings from model_mommy import mommy from ..models import Category, Label, Span, TextLabel @override_settings(STATICFILES_STORAGE='django.contrib.staticfiles.storage.StaticFilesStorage') class TestTextClassificationProject(TestCase): @classmethod def setUpTestData(cls): cls.project = mommy.make('TextClassificationProject') def test_get_annotation_class(self): klass = self.project.get_annotation_class() self.assertEqual(klass, Category) @override_settings(STATICFILES_STORAGE='django.contrib.staticfiles.storage.StaticFilesStorage') class TestSequenceLabelingProject(TestCase): @classmethod def setUpTestData(cls): cls.project = mommy.make('SequenceLabelingProject') def test_get_annotation_class(self): klass = self.project.get_annotation_class() self.assertEqual(klass, Span) @override_settings(STATICFILES_STORAGE='django.contrib.staticfiles.storage.StaticFilesStorage') class TestSeq2seqProject(TestCase): @classmethod def setUpTestData(cls): cls.project = mommy.make('Seq2seqProject') def test_get_annotation_class(self): klass = self.project.get_annotation_class() self.assertEqual(klass, TextLabel) @override_settings(STATICFILES_STORAGE='django.contrib.staticfiles.storage.StaticFilesStorage') class TestSpeech2textProject(TestCase): @classmethod def setUpTestData(cls): cls.project = mommy.make('Speech2textProject') def test_get_annotation_class(self): klass = self.project.get_annotation_class() self.assertEqual(klass, TextLabel) class TestLabel(TestCase): def test_text_uniqueness(self): label = mommy.make('Label') mommy.make('Label', text=label.text) with self.assertRaises(IntegrityError): Label(project=label.project, text=label.text).save() def test_keys_uniqueness(self): label = mommy.make('Label', prefix_key='ctrl', 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_suffix_key_uniqueness(self): label = mommy.make('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('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('Project') label = Label(project=project, text='example', suffix_key='a') try: label.full_clean() except ValidationError: self.fail(msg=ValidationError) def test_can_add_label_suffix_key_with_prefix_key(self): project = mommy.make('Project') label = Label(project=project, text='example', prefix_key='ctrl', suffix_key='a') try: label.full_clean() except ValidationError: self.fail(msg=ValidationError) class TestCategory(TestCase): def test_uniqueness(self): a = mommy.make('Category') with self.assertRaises(IntegrityError): Category(example=a.example, user=a.user, label=a.label).save() class TestSequenceAnnotation(TestCase): def test_uniqueness(self): a = mommy.make('Span') with self.assertRaises(IntegrityError): Span(example=a.example, 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('Span', start_offset=1, end_offset=0).clean() class TestSeq2seqAnnotation(TestCase): def test_uniqueness(self): a = mommy.make('TextLabel') with self.assertRaises(IntegrityError): TextLabel(example=a.example, user=a.user, text=a.text).save()