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pythondatasetsactive-learningtext-annotationdatasetnatural-language-processingdata-labelingmachine-learningannotation-tool
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125 lines
4.3 KiB
125 lines
4.3 KiB
from django.urls import reverse
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from rest_framework import status
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from rest_framework.test import APITestCase
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from mixer.backend.django import mixer
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from ..models import *
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class TestAnnotationAPI(APITestCase):
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def setUp(self):
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self.username, self.password = 'user', 'pass'
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def create_user(self):
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user = User.objects.create_user(username=self.username, password=self.password)
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return user
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def create_superuser(self):
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user = User.objects.create_superuser(username=self.username,
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password=self.password,
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email='hoge@example.com')
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return user
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def create_project(self):
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project = mixer.blend('server.Project')
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return project
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def create_label(self):
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label = mixer.blend('server.Label')
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return label
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def create_doc(self):
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doc = mixer.blend('server.Document')
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return doc
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def create_annotation(self):
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annotation = mixer.blend('server.DocumentAnnotation')
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return annotation
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def test_get_own_annotation(self):
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"""
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Ensure we can get own annotation objects.
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"""
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user = self.create_user()
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project = self.create_project()
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project.project_type = Project.DOCUMENT_CLASSIFICATION
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annotation = self.create_annotation()
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annotation.user = user
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project.users.add(user)
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project.documents.add(annotation.document)
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project.save()
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annotation.save()
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url = reverse('annotations', args=[project.id, annotation.document.id])
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self.client.login(username=self.username, password=self.password)
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response = self.client.get(url, format='json')
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self.assertEqual(response.status_code, status.HTTP_200_OK)
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self.assertIsInstance(response.data, list)
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self.assertEqual(response.data[0]['id'], annotation.id)
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def test_get_others_annotation(self):
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"""
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Ensure we cannot get others annotation objects.
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"""
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user = self.create_user()
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project = self.create_project()
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project.project_type = Project.DOCUMENT_CLASSIFICATION
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annotation = self.create_annotation()
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project.users.add(annotation.user)
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project.documents.add(annotation.document)
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project.save()
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annotation.save()
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url = reverse('annotations', args=[project.id, annotation.document.id])
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self.client.login(username=self.username, password=self.password)
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response = self.client.get(url, format='json')
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self.assertEqual(response.status_code, status.HTTP_403_FORBIDDEN)
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def test_create_annotation(self):
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"""
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Ensure we can create a new annotation object.
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"""
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user = self.create_user()
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project = self.create_project()
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doc = self.create_doc()
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label = self.create_label()
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project.project_type = Project.DOCUMENT_CLASSIFICATION
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project.users.add(user)
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project.documents.add(doc)
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project.labels.add(label)
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data = {'label_id': label.id}
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url = reverse('annotations', args=[project.id, doc.id])
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self.client.login(username=self.username, password=self.password)
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response = self.client.post(url, data, format='json')
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self.assertEqual(response.status_code, status.HTTP_200_OK)
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self.assertEqual(DocumentAnnotation.objects.count(), 1)
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def test_delete_annotation(self):
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"""
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Ensure we cannot create a new project object by user.
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"""
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user = self.create_user()
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project = self.create_project()
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project.project_type = Project.DOCUMENT_CLASSIFICATION
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annotation = self.create_annotation()
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annotation.user = user
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project.users.add(annotation.user)
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project.documents.add(annotation.document)
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project.save()
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annotation.save()
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url = reverse('ann', args=[project.id, annotation.document.id, annotation.id])
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self.assertEqual(DocumentAnnotation.objects.count(), 1)
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self.client.login(username=self.username, password=self.password)
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response = self.client.delete(url, format='json')
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self.assertEqual(response.status_code, status.HTTP_204_NO_CONTENT)
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self.assertEqual(DocumentAnnotation.objects.count(), 0)
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