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import abc
from django.db import IntegrityError
from django.test import TestCase
from model_mommy import mommy
from labels.models import Category
from projects.models import DOCUMENT_CLASSIFICATION
from projects.tests.utils import prepare_project
class TestCategoryLabeling(abc.ABC, TestCase):
exclusive = True
collaborative = False
@classmethod
def setUpTestData(cls):
cls.project = prepare_project(
DOCUMENT_CLASSIFICATION,
single_class_classification=cls.exclusive,
collaborative_annotation=cls.collaborative,
)
cls.example = mommy.make("Example", project=cls.project.item)
cls.label_type = mommy.make("CategoryType", project=cls.project.item)
cls.user = cls.project.admin
cls.another_user = cls.project.approver
cls.category = Category(example=cls.example, label=cls.label_type, user=cls.user)
def test_can_annotate_category_to_unannotated_data(self):
can_annotate = Category.objects.can_annotate(self.category, self.project.item)
self.assertTrue(can_annotate)
class NonCollaborativeMixin:
def test_cannot_annotate_same_category_to_annotated_data(self):
mommy.make("Category", example=self.example, label=self.label_type, user=self.user)
can_annotate = Category.objects.can_annotate(self.category, self.project.item)
self.assertFalse(can_annotate)
def test_allow_another_user_to_annotate_same_category(self):
mommy.make("Category", example=self.example, label=self.label_type, user=self.another_user)
can_annotate = Category.objects.can_annotate(self.category, self.project.item)
self.assertTrue(can_annotate)
class TestExclusiveCategoryLabeling(TestCategoryLabeling, NonCollaborativeMixin):
exclusive = True
collaborative = False
def test_cannot_annotate_different_category_to_annotated_data(self):
mommy.make("Category", example=self.example, user=self.user)
can_annotate = Category.objects.can_annotate(self.category, self.project.item)
self.assertFalse(can_annotate)
class TestNonExclusiveCategoryLabeling(TestCategoryLabeling, NonCollaborativeMixin):
exclusive = False
collaborative = False
def test_can_annotate_different_category_to_annotated_data(self):
mommy.make("Category", example=self.example, user=self.user)
can_annotate = Category.objects.can_annotate(self.category, self.project.item)
self.assertTrue(can_annotate)
class CollaborativeMixin:
def test_deny_another_user_to_annotate_same_category(self):
mommy.make("Category", example=self.example, label=self.label_type, user=self.another_user)
can_annotate = Category.objects.can_annotate(self.category, self.project.item)
self.assertFalse(can_annotate)
class TestCollaborativeExclusiveCategoryLabeling(TestCategoryLabeling, CollaborativeMixin):
exclusive = True
collaborative = True
def test_deny_another_user_to_annotate_different_category(self):
mommy.make("Category", example=self.example, user=self.another_user)
can_annotate = Category.objects.can_annotate(self.category, self.project.item)
self.assertFalse(can_annotate)
class TestCollaborativeNonExclusiveCategoryLabeling(TestCategoryLabeling, CollaborativeMixin):
exclusive = False
collaborative = True
def test_allow_another_user_to_annotate_different_category(self):
mommy.make("Category", example=self.example, user=self.another_user)
can_annotate = Category.objects.can_annotate(self.category, self.project.item)
self.assertTrue(can_annotate)
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()