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GNU AFFERO GENERAL PUBLIC LICENSE
Version 3, 19 November 2007
Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
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Teklia is a French company focused on text recognition through AI
Copyright (C) 2024 Teklia
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MANIFEST.in
View file @ 42d1adf4
include VERSION
include LICENSE
include requirements.txt
include base/requirements.txt
include tests-requirements.txt
......
README.md
View file @ 42d1adf4
Backend for Historical Manuscripts Indexing
===========================================
# Arkindex Backend
[![pipeline status](https://gitlab.teklia.com/arkindex/backend/badges/master/pipeline.svg)](https://gitlab.teklia.com/arkindex/backend/commits/master)
[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)
This project is the open-source backend of Arkindex, used to manage and process image documents with Machine Learning tools.
It is licensed under the [AGPL-v3 license](./LICENSE).
## Requirements
* Git
......
VERSION
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1.6.0-beta2
1.6.0-beta3
arkindex/documents/export/__init__.py
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......@@ -51,7 +51,13 @@ def run_pg_query(query, source_db):
Run a single Postgresql query and split the results into chunks.
When a name is given to a cursor, psycopg2 uses a server-side cursor; we just use a random string as a name.
"""
with connections[source_db].create_cursor(name=str(uuid.uuid4())) as pg_cursor:
db = connections[source_db]
# Make sure a connection is open and available for export databases
if source_db != "default" and db.connection is None:
db.connect()
with db.create_cursor(name=str(uuid.uuid4())) as pg_cursor:
pg_cursor.itersize = BATCH_SIZE
pg_cursor.execute(query)
......
arkindex/documents/export/dataset.sql
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......@@ -2,6 +2,8 @@ SELECT
dataset.id,
dataset.name,
dataset.state,
ARRAY_TO_STRING(dataset.sets, ',', '')
string_agg(datasetset.name, ',')
FROM training_dataset dataset
INNER JOIN training_datasetset datasetset ON datasetset.dataset_id = dataset.id
WHERE dataset.corpus_id = '{corpus_id}'::uuid
GROUP BY dataset.id
arkindex/documents/export/dataset_element.sql
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SELECT
dataset_element.id,
dataset_element.element_id,
dataset_element.dataset_id,
dataset_element.set
dataset_set.dataset_id,
dataset_set.name
FROM training_datasetelement dataset_element
INNER JOIN training_dataset dataset ON (dataset_element.dataset_id = dataset.id)
INNER JOIN training_datasetset dataset_set ON (dataset_element.set_id = dataset_set.id)
INNER JOIN training_dataset dataset ON (dataset_set.dataset_id = dataset.id)
WHERE dataset.corpus_id = '{corpus_id}'::uuid
arkindex/documents/fixtures/data.json
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arkindex/documents/management/commands/build_fixtures.py
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......@@ -20,6 +20,7 @@ from arkindex.process.models import (
WorkerVersionState,
)
from arkindex.project.tools import fake_now
from arkindex.training.models import DatasetSet
from arkindex.users.models import Group, Right, Role, User
......@@ -271,8 +272,15 @@ class Command(BaseCommand):
)
# Create 2 datasets
corpus.datasets.create(name="First Dataset", description="dataset number one", creator=user)
corpus.datasets.create(name="Second Dataset", description="dataset number two", creator=user)
dataset_1 = corpus.datasets.create(name="First Dataset", description="dataset number one", creator=user)
dataset_2 = corpus.datasets.create(name="Second Dataset", description="dataset number two", creator=user)
# Create their sets
DatasetSet.objects.bulk_create(
DatasetSet(name=name, dataset_id=dataset_1.id) for name in ["training", "validation", "test"]
)
DatasetSet.objects.bulk_create(
DatasetSet(name=name, dataset_id=dataset_2.id) for name in ["training", "validation", "test"]
)
# Create 2 volumes
vol1 = Element.objects.create(
......
arkindex/documents/management/commands/load_export.py
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......@@ -37,7 +37,7 @@ from arkindex.process.models import (
WorkerType,
WorkerVersion,
)
from arkindex.training.models import Dataset, DatasetElement, Model
from arkindex.training.models import Dataset, DatasetElement, DatasetSet, Model
from arkindex.users.models import Role, User
EXPORT_VERSION = 8
......@@ -320,17 +320,30 @@ class Command(BaseCommand):
id=row["id"],
corpus=self.corpus,
name=row["name"],
sets=[r.strip() for r in row["sets"].split(",")],
creator=self.user,
description="Imported dataset",
)]
def convert_dataset_sets(self, row):
return [
DatasetSet(
name=set_name.strip(),
dataset_id=row["id"]
)
for set_name in row["sets"].split(",")
]
def map_dataset_sets(self):
return {
(str(set.dataset_id), set.name): set.id
for set in DatasetSet.objects.filter(dataset__corpus=self.corpus)
}
def convert_dataset_elements(self, row):
return [DatasetElement(
id=row["id"],
element_id=row["element_id"],
dataset_id=row["dataset_id"],
set=row["set_name"],
set_id=self.dataset_sets_map[(row["dataset_id"], row["set_name"])]
)]
def bulk_create_objects(self, ModelClass, convert_method, sql_query, ignore_conflicts=True):
......@@ -603,6 +616,12 @@ class Command(BaseCommand):
# Create datasets
self.bulk_create_objects(Dataset, self.convert_datasets, SQL_DATASET_QUERY)
# Create dataset sets
self.bulk_create_objects(DatasetSet, self.convert_dataset_sets, SQL_DATASET_QUERY)
# Create dataset sets mapping
self.dataset_sets_map = self.map_dataset_sets()
# Create dataset elements
self.bulk_create_objects(DatasetElement, self.convert_dataset_elements, SQL_ELEMENT_DATASET_QUERY)
......
arkindex/documents/tasks.py
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......@@ -23,8 +23,8 @@ from arkindex.documents.models import (
TranscriptionEntity,
)
from arkindex.ponos.models import Task
from arkindex.process.models import Process, ProcessDataset, ProcessElement, WorkerActivity, WorkerRun
from arkindex.training.models import DatasetElement
from arkindex.process.models import Process, ProcessDatasetSet, ProcessElement, WorkerActivity, WorkerRun
from arkindex.training.models import DatasetElement, DatasetSet
from arkindex.users.models import User
logger = logging.getLogger(__name__)
......@@ -70,10 +70,11 @@ def corpus_delete(corpus_id: str) -> None:
Selection.objects.filter(element__corpus_id=corpus_id),
corpus.memberships.all(),
corpus.exports.all(),
# ProcessDataset M2M
ProcessDataset.objects.filter(dataset__corpus_id=corpus_id),
ProcessDataset.objects.filter(process__corpus_id=corpus_id),
DatasetElement.objects.filter(dataset__corpus_id=corpus_id),
# ProcessDatasetSet M2M
ProcessDatasetSet.objects.filter(set__dataset__corpus_id=corpus_id),
ProcessDatasetSet.objects.filter(process__corpus_id=corpus_id),
DatasetElement.objects.filter(set__dataset__corpus_id=corpus_id),
DatasetSet.objects.filter(dataset__corpus_id=corpus_id),
corpus.datasets.all(),
# Delete the hidden M2M task parents table
Task.parents.through.objects.filter(from_task__process__corpus_id=corpus_id),
......
arkindex/documents/tests/commands/test_load_export.py
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......@@ -14,6 +14,7 @@ from arkindex.documents.tasks import corpus_delete
from arkindex.images.models import Image, ImageServer
from arkindex.process.models import ProcessMode, Repository, Worker, WorkerRun, WorkerType, WorkerVersion
from arkindex.project.tests import FixtureTestCase
from arkindex.training.models import Dataset, DatasetElement
BASE_DIR = Path(__file__).absolute().parent
......@@ -132,6 +133,9 @@ class TestLoadExport(FixtureTestCase):
dla_version = WorkerVersion.objects.get(worker__slug="dla")
dla_run = dla_version.worker_runs.get(process__mode=ProcessMode.Workers)
dataset_set = Dataset.objects.first().sets.first()
DatasetElement.objects.create(set=dataset_set, element=element)
element.classifications.create(
ml_class=self.corpus.ml_classes.create(name="Blah"),
confidence=.55555555,
......@@ -266,6 +270,9 @@ class TestLoadExport(FixtureTestCase):
confidence=.55555555,
)
dataset_set = Dataset.objects.first().sets.first()
DatasetElement.objects.create(set=dataset_set, element=element)
person_type = EntityType.objects.get(
name="person",
corpus=self.corpus
......
arkindex/documents/tests/tasks/test_corpus_delete.py
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......@@ -3,9 +3,16 @@ from django.db.models.signals import pre_delete
from arkindex.documents.models import Corpus, Element, EntityType, MetaType, Transcription
from arkindex.documents.tasks import corpus_delete
from arkindex.ponos.models import Farm, State, Task
from arkindex.process.models import CorpusWorkerVersion, Process, ProcessDataset, ProcessMode, Repository, WorkerVersion
from arkindex.process.models import (
CorpusWorkerVersion,
Process,
ProcessDatasetSet,
ProcessMode,
Repository,
WorkerVersion,
)
from arkindex.project.tests import FixtureTestCase, force_constraints_immediate
from arkindex.training.models import Dataset
from arkindex.training.models import Dataset, DatasetSet
class TestDeleteCorpus(FixtureTestCase):
......@@ -114,18 +121,25 @@ class TestDeleteCorpus(FixtureTestCase):
cls.corpus2 = Corpus.objects.create(name="Other corpus")
dataset1 = Dataset.objects.get(name="First Dataset")
dataset1.dataset_elements.create(element=element, set="test")
test_set_1 = dataset1.sets.get(name="test")
test_set_1.set_elements.create(element=element)
cls.dataset2 = Dataset.objects.create(name="Dead Sea Scrolls", description="How to trigger a Third Impact", creator=cls.user, corpus=cls.corpus2)
# Process on cls.corpus and with a dataset from cls.corpus
DatasetSet.objects.bulk_create(
DatasetSet(
dataset=cls.dataset2,
name=set_name
) for set_name in ["test", "training", "validation"]
)
# Process on cls.corpus and with a set from cls.corpus
dataset_process1 = cls.corpus.processes.create(creator=cls.user, mode=ProcessMode.Dataset)
ProcessDataset.objects.create(process=dataset_process1, dataset=dataset1, sets=dataset1.sets)
# Process on cls.corpus with a dataset from another corpus
ProcessDatasetSet.objects.create(process=dataset_process1, set=test_set_1)
# Process on cls.corpus with a set from another corpus
dataset_process2 = cls.corpus.processes.create(creator=cls.user, mode=ProcessMode.Dataset)
ProcessDataset.objects.create(process=dataset_process2, dataset=dataset1, sets=dataset1.sets)
ProcessDataset.objects.create(process=dataset_process2, dataset=cls.dataset2, sets=cls.dataset2.sets)
# Process on another corpus with a dataset from another corpus and none from cls.corpus
ProcessDatasetSet.objects.create(process=dataset_process2, set=test_set_1)
ProcessDatasetSet.objects.create(process=dataset_process2, set=cls.dataset2.sets.get(name="training"))
# Process on another corpus with a set from another corpus and none from cls.corpus
cls.dataset_process3 = cls.corpus2.processes.create(creator=cls.user, mode=ProcessMode.Dataset)
ProcessDataset.objects.create(process=cls.dataset_process3, dataset=cls.dataset2, sets=cls.dataset2.sets)
ProcessDatasetSet.objects.create(process=cls.dataset_process3, set=cls.dataset2.sets.get(name="validation"))
cls.rev = cls.repo.revisions.create(
hash="42",
......
arkindex/documents/tests/tasks/test_export.py
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......@@ -24,6 +24,7 @@ from arkindex.documents.models import (
from arkindex.images.models import Image, ImageServer
from arkindex.process.models import Repository, WorkerType, WorkerVersion, WorkerVersionState
from arkindex.project.tests import FixtureTestCase
from arkindex.training.models import DatasetElement
TABLE_NAMES = {
"export_version",
......@@ -131,8 +132,9 @@ class TestExport(FixtureTestCase):
)
dataset = self.corpus.datasets.get(name="First Dataset")
dataset.dataset_elements.create(element=element, set="train")
dataset.dataset_elements.create(element=element, set="validation")
_, train_set, validation_set = dataset.sets.all().order_by("name")
train_set.set_elements.create(element=element)
validation_set.set_elements.create(element=element)
export = self.corpus.exports.create(user=self.user)
......@@ -488,7 +490,7 @@ class TestExport(FixtureTestCase):
(
str(dataset.id),
dataset.name,
",".join(dataset.sets),
",".join(list(dataset.sets.values_list("name", flat=True))),
) for dataset in self.corpus.datasets.all()
]
)
......@@ -506,9 +508,9 @@ class TestExport(FixtureTestCase):
(
str(dataset_element.id),
str(dataset_element.element_id),
str(dataset_element.dataset_id),
dataset_element.set
) for dataset_element in dataset.dataset_elements.all()
str(dataset_element.set.dataset_id),
dataset_element.set.name
) for dataset_element in DatasetElement.objects.filter(set__dataset_id=dataset.id)
]
)
......
arkindex/documents/tests/tasks/test_selection_worker_results_delete.py
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......@@ -183,7 +183,8 @@ class TestDeleteSelectionWorkerResults(FixtureTestCase):
job_mock.return_value.user_id = self.user.id
self.page1.worker_version = self.version
self.page1.save()
Dataset.objects.get(name="First Dataset").dataset_elements.create(element=self.page1, set="test")
dataset = Dataset.objects.get(name="First Dataset")
dataset.sets.get(name="test").set_elements.create(element=self.page1)
self.user.selected_elements.set([self.page1])
selection_worker_results_delete(corpus_id=self.corpus.id, version_id=self.version.id)
......
arkindex/documents/tests/tasks/test_worker_results_delete.py
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......@@ -6,7 +6,7 @@ from arkindex.documents.models import Entity, EntityType, MLClass, Transcription
from arkindex.documents.tasks import worker_results_delete
from arkindex.process.models import ProcessMode, WorkerVersion
from arkindex.project.tests import FixtureTestCase
from arkindex.training.models import Dataset, Model, ModelVersionState
from arkindex.training.models import DatasetSet, Model, ModelVersionState
class TestDeleteWorkerResults(FixtureTestCase):
......@@ -270,7 +270,7 @@ class TestDeleteWorkerResults(FixtureTestCase):
self.page1.worker_run = self.worker_run_1
self.page1.worker_version = self.version_1
self.page1.save()
Dataset.objects.get(name="First Dataset").dataset_elements.create(element=self.page1, set="test")
DatasetSet.objects.get(name="test", dataset__name="First Dataset").set_elements.create(element=self.page1)
worker_results_delete(corpus_id=self.corpus.id)
# Prevent delaying constraints check at end of the test transaction
......
arkindex/documents/tests/test_destroy_elements.py
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......@@ -148,7 +148,8 @@ class TestDestroyElements(FixtureAPITestCase):
"""
An element cannot be deleted via the API if linked to a dataset
"""
Dataset.objects.get(name="First Dataset").dataset_elements.create(element=self.vol, set="test")
dataset = Dataset.objects.get(name="First Dataset")
dataset.sets.get(name="test").set_elements.create(element=self.vol)
self.client.force_login(self.user)
with self.assertNumQueries(3):
response = self.client.delete(reverse("api:element-retrieve", kwargs={"pk": str(self.vol.id)}))
......@@ -179,9 +180,9 @@ class TestDestroyElements(FixtureAPITestCase):
"""
Elements that are part of a dataset cannot be deleted
"""
Dataset.objects.get(name="First Dataset").dataset_elements.create(
element=Element.objects.get_descending(self.vol.id).first(),
set="test",
dataset = Dataset.objects.get(name="First Dataset")
dataset.sets.get(name="test").set_elements.create(
element=Element.objects.get_descending(self.vol.id).first()
)
Element.objects.filter(id=self.vol.id).trash()
......
arkindex/documents/tests/test_retrieve_elements.py
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......@@ -155,7 +155,6 @@ class TestRetrieveElements(FixtureAPITestCase):
process = Process.objects.create(
mode=ProcessMode.Workers,
creator=self.user,
generate_thumbnails=True,
farm=Farm.objects.first(),
corpus=self.corpus
)
......
arkindex/ponos/api.py
View file @ 42d1adf4
import uuid
from textwrap import dedent
from django.db import transaction
from django.shortcuts import get_object_or_404, redirect
from drf_spectacular.utils import extend_schema, extend_schema_view
from rest_framework import serializers, status
from rest_framework.authentication import SessionAuthentication, TokenAuthentication
from rest_framework.generics import ListCreateAPIView, RetrieveUpdateAPIView, UpdateAPIView
from rest_framework.exceptions import NotFound, ValidationError
from rest_framework.generics import CreateAPIView, ListCreateAPIView, RetrieveUpdateAPIView, UpdateAPIView
from rest_framework.response import Response
from rest_framework.views import APIView
from arkindex.ponos.models import Artifact, Task
from arkindex.ponos.models import FINAL_STATES, Artifact, State, Task, task_token_default
from arkindex.ponos.permissions import (
IsAgentOrArtifactGuest,
IsAgentOrTaskGuest,
......@@ -15,6 +20,9 @@ from arkindex.ponos.permissions import (
IsTaskAdmin,
)
from arkindex.ponos.serializers import ArtifactSerializer, TaskSerializer, TaskTinySerializer
from arkindex.project.mixins import ProcessACLMixin
from arkindex.project.permissions import IsVerified
from arkindex.users.models import Role
@extend_schema(tags=["ponos"])
......@@ -168,3 +176,81 @@ class TaskUpdate(UpdateAPIView):
permission_classes = (IsTaskAdmin, )
queryset = Task.objects.select_related("process__corpus")
serializer_class = TaskTinySerializer
@extend_schema_view(
post=extend_schema(
operation_id="RestartTask",
tags=["ponos"],
description=dedent(
"""
Restart a task by creating a fresh copy and moving dependent tasks to the new one.
Scenario restarting `my_worker` task:
```
init_elements → my_worker → other worker
```
```
init_elements → my_worker
↘
my_worker_2 → other worker
```
Requires an **admin** access to the task's process.
The task must be in a final state to be restarted.
"""
),
responses={201: TaskSerializer},
),
)
class TaskRestart(ProcessACLMixin, CreateAPIView):
permission_classes = (IsVerified,)
serializer_class = serializers.Serializer
def get_task(self):
task = get_object_or_404(
Task.objects.prefetch_related("parents").select_related("process__corpus"),
pk=self.kwargs["pk"],
)
access_level = self.process_access_level(task.process)
if access_level is None:
raise NotFound
if access_level < Role.Admin.value:
raise ValidationError(
detail="You do not have an admin access to the process of this task."
)
if task.state not in FINAL_STATES:
raise ValidationError(
detail="Task's state must be in a final state to be restarted."
)
# TODO Check the original_task_id field directly once it is implemented
# https://gitlab.teklia.com/arkindex/frontend/-/issues/1383
if task.process.tasks.filter(run=task.run, slug=self.increment(task.slug)).exists():
raise ValidationError(
detail="This task has already been restarted"
)
return task
def increment(self, name):
basename, *suffix = name.rsplit("_restart", 1)
suffix = int(suffix[0]) + 1 if suffix and suffix[0].isdigit() else 1
return f"{basename}_restart{suffix}"
@transaction.atomic
def create(self, request, pk=None, **kwargs):
copy = self.get_task()
parents = list(copy.parents.all())
copy.id = uuid.uuid4()
copy.state = State.Pending
copy.token = task_token_default()
copy.slug = self.increment(copy.slug)
copy.save()
# Create links to retried task parents
copy.parents.add(*parents)
# Move all tasks depending on the retried task to the copy
Task.children.through.objects.filter(to_task_id=pk).update(to_task_id=copy.id)
return Response(TaskSerializer(copy).data, status=status.HTTP_201_CREATED)
arkindex/ponos/tests/test_api.py
View file @ 42d1adf4
import uuid
from io import BytesIO
from unittest import expectedFailure
from unittest.mock import call, patch, seal
......@@ -8,7 +9,7 @@ from django.urls import reverse
from rest_framework import status
from arkindex.documents.models import Corpus
from arkindex.ponos.models import FINAL_STATES, State
from arkindex.ponos.models import FINAL_STATES, State, Task
from arkindex.process.models import Process, ProcessMode, Revision, WorkerVersion
from arkindex.project.tests import FixtureAPITestCase
from arkindex.users.models import Right, Role, User
......@@ -25,7 +26,7 @@ class TestAPI(FixtureAPITestCase):
cls.rev = Revision.objects.first()
cls.process = Process.objects.get(mode=ProcessMode.Workers)
cls.process.run()
cls.task1, cls.task2, cls.task3 = cls.process.tasks.all()
cls.task1, cls.task2, cls.task3 = cls.process.tasks.all().order_by("depth")
# Brand new user and corpus with no preexisting rights
new_user = User.objects.create(email="another@user.com")
......@@ -554,3 +555,133 @@ class TestAPI(FixtureAPITestCase):
resp = self.client.get(reverse("api:task-details", args=[self.task1.id]))
self.assertEqual(resp.status_code, status.HTTP_200_OK)
self.assertEqual(resp.json()["logs"], "")
def test_restart_task_requires_login(self):
with self.assertNumQueries(0):
response = self.client.post(
reverse("api:task-restart", kwargs={"pk": str(uuid.uuid4())})
)
self.assertEqual(response.status_code, status.HTTP_403_FORBIDDEN)
def test_restart_task_requires_verified(self):
self.user.verified_email = False
self.user.save()
self.client.force_login(self.user)
with self.assertNumQueries(2):
response = self.client.post(
reverse("api:task-restart", kwargs={"pk": str(uuid.uuid4())})
)
self.assertEqual(response.status_code, status.HTTP_403_FORBIDDEN)
def test_restart_task_not_found(self):
self.client.force_login(self.user)
with self.assertNumQueries(6):
response = self.client.post(
reverse("api:task-restart", kwargs={"pk": str(uuid.uuid4())})
)
self.assertEqual(response.status_code, status.HTTP_404_NOT_FOUND)
@patch("arkindex.project.mixins.get_max_level")
def test_restart_task_forbidden(self, get_max_level_mock):
"""An admin access to the process is required"""
get_max_level_mock.return_value = Role.Guest.value
self.client.force_login(self.user)
with self.assertNumQueries(7):
response = self.client.post(
reverse("api:task-restart", kwargs={"pk": str(self.task1.id)})
)
self.assertEqual(response.status_code, status.HTTP_400_BAD_REQUEST)
self.assertListEqual(
response.json(),
["You do not have an admin access to the process of this task."],
)
def test_restart_task_non_final_state(self):
self.client.force_login(self.user)
with self.assertNumQueries(7):
response = self.client.post(
reverse("api:task-restart", kwargs={"pk": str(self.task1.id)})
)
self.assertEqual(response.status_code, status.HTTP_400_BAD_REQUEST)
self.assertListEqual(
response.json(),
["Task's state must be in a final state to be restarted."],
)
def test_restart_task_already_restarted(self):
self.client.force_login(self.user)
self.task2.slug = self.task1.slug + "_restart1"
self.task2.save()
self.task1.state = State.Completed.value
self.task1.save()
with self.assertNumQueries(8):
response = self.client.post(
reverse("api:task-restart", kwargs={"pk": str(self.task1.id)})
)
self.assertEqual(response.status_code, status.HTTP_400_BAD_REQUEST)
self.assertListEqual(
response.json(),
["This task has already been restarted"],
)
@patch("arkindex.project.aws.s3")
def test_restart_task(self, s3_mock):
"""
From:
task1 → task2_restart42 → task3
↘ ↗
task 4
To:
task1 → task2_restart42
↘
task2_restart43 → task3
↘ ↗
task 4
"""
s3_mock.Object.return_value.bucket_name = "ponos"
s3_mock.Object.return_value.key = "somelog"
s3_mock.Object.return_value.get.return_value = {
"Body": BytesIO(b"Task has been restarted")
}
s3_mock.meta.client.generate_presigned_url.return_value = "http://somewhere"
task4 = self.process.tasks.create(run=self.task1.run, depth=1)
task4.parents.add(self.task2)
task4.children.add(self.task3)
self.task1.state = State.Completed.value
self.task1.save()
self.task2.state = State.Error.value
self.task2.slug = "task2_restart42"
self.task2.save()
self.client.force_login(self.user)
with self.assertNumQueries(12):
response = self.client.post(
reverse("api:task-restart", kwargs={"pk": str(self.task2.id)})
)
self.assertEqual(response.status_code, status.HTTP_201_CREATED)
self.assertEqual(self.process.tasks.count(), 5)
restarted_task = self.process.tasks.latest("created")
self.assertDictEqual(
response.json(),
{
"id": str(restarted_task.id),
"depth": 1,
"agent": None,
"extra_files": {},
"full_log": "http://somewhere",
"gpu": None,
"logs": "Task has been restarted",
"parents": [str(self.task1.id)],
"run": 0,
"shm_size": None,
"slug": "task2_restart43",
"state": "pending",
},
)
self.assertQuerysetEqual(self.task2.children.all(), Task.objects.none())
self.assertQuerysetEqual(
restarted_task.children.all(),
Task.objects.filter(id__in=[self.task3.id, task4.id]),
)