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pythonannotation-tooldatasetsactive-learningtext-annotationdatasetnatural-language-processingdata-labelingmachine-learning
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148 lines
6.4 KiB
148 lines
6.4 KiB
from django.utils.http import urlencode
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from rest_framework import status
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from rest_framework.reverse import reverse
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from .utils import make_assignment, make_doc, make_example_state
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from api.tests.utils import CRUDMixin
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from projects.models import ProjectType
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from projects.tests.utils import prepare_project
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from users.tests.utils import make_user
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class TestExampleListAPI(CRUDMixin):
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def setUp(self):
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self.project = prepare_project(task=ProjectType.DOCUMENT_CLASSIFICATION)
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self.non_member = make_user()
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self.example = make_doc(self.project.item)
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for member in self.project.members:
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make_assignment(self.project.item, self.example, member)
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self.data = {"text": "example"}
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self.url = reverse(viewname="example_list", args=[self.project.item.id])
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def test_allows_project_member_to_list_examples(self):
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for member in self.project.members:
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response = self.assert_fetch(member, status.HTTP_200_OK)
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self.assertEqual(response.data["count"], 1)
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self.assertIn("results", response.data)
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for item in response.data["results"]:
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self.assertIn("text", item)
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def test_denies_non_project_member_to_list_examples(self):
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self.assert_fetch(self.non_member, status.HTTP_403_FORBIDDEN)
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def test_denies_unauthenticated_user_to_list_examples(self):
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self.assert_fetch(expected=status.HTTP_403_FORBIDDEN)
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def test_allows_project_admin_to_create_example(self):
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response = self.assert_create(self.project.admin, status.HTTP_201_CREATED)
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self.assertEqual(response.data["text"], self.data["text"])
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def test_denies_non_admin_to_create_example(self):
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for member in self.project.staffs:
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self.assert_create(member, status.HTTP_403_FORBIDDEN)
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def test_denies_unauthenticated_user_to_create_example(self):
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self.assert_create(expected=status.HTTP_403_FORBIDDEN)
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def test_example_is_not_approved_if_another_user_approve_it(self):
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make_example_state(self.example, self.project.admin)
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response = self.assert_fetch(self.project.annotator, status.HTTP_200_OK)
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self.assertFalse(response.data["results"][0]["is_confirmed"])
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class TestExampleListCollaborative(CRUDMixin):
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def setUp(self):
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self.project = prepare_project(task=ProjectType.DOCUMENT_CLASSIFICATION, collaborative_annotation=True)
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self.example = make_doc(self.project.item)
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for member in self.project.members:
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make_assignment(self.project.item, self.example, member)
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self.url = reverse(viewname="example_list", args=[self.project.item.id])
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def test_example_is_approved_if_someone_approve_it(self):
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admin = self.project.admin
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approver = self.project.approver
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make_example_state(self.example, admin)
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response = self.assert_fetch(admin, status.HTTP_200_OK)
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self.assertTrue(response.data["results"][0]["is_confirmed"])
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response = self.assert_fetch(approver, status.HTTP_200_OK)
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self.assertTrue(response.data["results"][0]["is_confirmed"])
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class TestExampleListFilter(CRUDMixin):
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def setUp(self):
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self.project = prepare_project(task=ProjectType.DOCUMENT_CLASSIFICATION)
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example1 = make_doc(self.project.item)
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example2 = make_doc(self.project.item)
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example3 = make_doc(self.project.item)
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for member in self.project.members:
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make_assignment(self.project.item, example1, member)
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make_assignment(self.project.item, example2, member)
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make_assignment(self.project.item, example3, member)
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make_example_state(example1, self.project.admin)
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def reverse(self, query_kwargs=None):
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base_url = reverse(viewname="example_list", args=[self.project.item.id])
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self.url = "{}?{}".format(base_url, urlencode(query_kwargs))
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def assert_filter(self, data, user, expected):
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self.reverse(query_kwargs=data)
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response = self.assert_fetch(user, status.HTTP_200_OK)
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self.assertEqual(response.data["count"], expected)
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def test_returns_only_approved_examples(self):
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user = self.project.admin
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self.assert_filter(data={"confirmed": "True"}, user=user, expected=1)
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def test_returns_only_non_approved_examples(self):
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user = self.project.admin
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self.assert_filter(data={"confirmed": "False"}, user=user, expected=2)
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def test_returns_all_examples(self):
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user = self.project.admin
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self.assert_filter(data={"confirmed": ""}, user=user, expected=3)
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def test_does_not_return_approved_example_to_another_user(self):
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user = self.project.approver
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self.assert_filter(data={"confirmed": "True"}, user=user, expected=0)
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class TestExampleDetail(CRUDMixin):
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def setUp(self):
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self.project = prepare_project(task=ProjectType.DOCUMENT_CLASSIFICATION)
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self.non_member = make_user()
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example = make_doc(self.project.item)
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self.data = {"text": "example"}
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self.url = reverse(viewname="example_detail", args=[self.project.item.id, example.id])
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def test_allows_project_member_to_get_example(self):
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for member in self.project.members:
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response = self.assert_fetch(member, status.HTTP_200_OK)
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self.assertIn("text", response.data)
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def test_denies_non_project_member_to_get_example(self):
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self.assert_fetch(self.non_member, status.HTTP_403_FORBIDDEN)
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def test_denies_unauthenticated_user_to_get_example(self):
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self.assert_fetch(expected=status.HTTP_403_FORBIDDEN)
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def test_allows_project_admin_to_update_example(self):
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response = self.assert_update(self.project.admin, status.HTTP_200_OK)
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self.assertEqual(response.data["text"], self.data["text"])
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def test_denies_non_admin_to_update_example(self):
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for member in self.project.staffs:
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self.assert_update(member, status.HTTP_403_FORBIDDEN)
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def test_denies_non_project_member_to_update_example(self):
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self.assert_update(self.non_member, status.HTTP_403_FORBIDDEN)
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def test_allows_project_admin_to_delete_example(self):
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self.assert_delete(self.project.admin, status.HTTP_204_NO_CONTENT)
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def test_denies_non_admin_to_delete_example(self):
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for member in self.project.staffs:
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self.assert_delete(member, status.HTTP_403_FORBIDDEN)
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def test_denies_non_project_member_to_delete_example(self):
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self.assert_delete(self.non_member, status.HTTP_403_FORBIDDEN)
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