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pythonannotation-tooldatasetsactive-learningtext-annotationdatasetnatural-language-processingdata-labelingmachine-learning
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97 lines
3.8 KiB
97 lines
3.8 KiB
import abc
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from django.db import IntegrityError
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from django.test import TestCase
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from model_mommy import mommy
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from labels.models import Category
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from projects.models import DOCUMENT_CLASSIFICATION
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from projects.tests.utils import prepare_project
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class TestCategoryLabeling(abc.ABC, TestCase):
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exclusive = True
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collaborative = False
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@classmethod
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def setUpTestData(cls):
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cls.project = prepare_project(
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DOCUMENT_CLASSIFICATION,
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single_class_classification=cls.exclusive,
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collaborative_annotation=cls.collaborative,
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)
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cls.example = mommy.make("Example", project=cls.project.item)
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cls.label_type = mommy.make("CategoryType", project=cls.project.item)
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cls.user = cls.project.admin
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cls.another_user = cls.project.approver
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cls.category = Category(example=cls.example, label=cls.label_type, user=cls.user)
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def test_can_annotate_category_to_unannotated_data(self):
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can_annotate = Category.objects.can_annotate(self.category, self.project.item)
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self.assertTrue(can_annotate)
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class NonCollaborativeMixin:
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def test_cannot_annotate_same_category_to_annotated_data(self):
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mommy.make("Category", example=self.example, label=self.label_type, user=self.user)
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can_annotate = Category.objects.can_annotate(self.category, self.project.item)
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self.assertFalse(can_annotate)
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def test_allow_another_user_to_annotate_same_category(self):
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mommy.make("Category", example=self.example, label=self.label_type, user=self.another_user)
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can_annotate = Category.objects.can_annotate(self.category, self.project.item)
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self.assertTrue(can_annotate)
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class TestExclusiveCategoryLabeling(TestCategoryLabeling, NonCollaborativeMixin):
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exclusive = True
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collaborative = False
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def test_cannot_annotate_different_category_to_annotated_data(self):
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mommy.make("Category", example=self.example, user=self.user)
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can_annotate = Category.objects.can_annotate(self.category, self.project.item)
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self.assertFalse(can_annotate)
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class TestNonExclusiveCategoryLabeling(TestCategoryLabeling, NonCollaborativeMixin):
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exclusive = False
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collaborative = False
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def test_can_annotate_different_category_to_annotated_data(self):
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mommy.make("Category", example=self.example, user=self.user)
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can_annotate = Category.objects.can_annotate(self.category, self.project.item)
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self.assertTrue(can_annotate)
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class CollaborativeMixin:
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def test_deny_another_user_to_annotate_same_category(self):
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mommy.make("Category", example=self.example, label=self.label_type, user=self.another_user)
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can_annotate = Category.objects.can_annotate(self.category, self.project.item)
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self.assertFalse(can_annotate)
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class TestCollaborativeExclusiveCategoryLabeling(TestCategoryLabeling, CollaborativeMixin):
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exclusive = True
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collaborative = True
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def test_deny_another_user_to_annotate_different_category(self):
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mommy.make("Category", example=self.example, user=self.another_user)
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can_annotate = Category.objects.can_annotate(self.category, self.project.item)
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self.assertFalse(can_annotate)
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class TestCollaborativeNonExclusiveCategoryLabeling(TestCategoryLabeling, CollaborativeMixin):
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exclusive = False
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collaborative = True
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def test_allow_another_user_to_annotate_different_category(self):
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mommy.make("Category", example=self.example, user=self.another_user)
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can_annotate = Category.objects.can_annotate(self.category, self.project.item)
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self.assertTrue(can_annotate)
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class TestCategory(TestCase):
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def test_uniqueness(self):
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a = mommy.make("Category")
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with self.assertRaises(IntegrityError):
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Category(example=a.example, user=a.user, label=a.label).save()
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