mirror of https://github.com/doccano/doccano.git
pythondatasetsactive-learningtext-annotationdatasetnatural-language-processingdata-labelingmachine-learningannotation-tool
You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
97 lines
3.8 KiB
97 lines
3.8 KiB
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()
|