Add support for source & target storages (#28)

cvat/apps/dataset_manager/project.py

@@ -8,7 +8,7 @@ from typing import Any, Callable, List, Mapping, Tuple
 from django.db import transaction
 
 from cvat.apps.engine import models
-from cvat.apps.engine.serializers import DataSerializer, TaskSerializer
+from cvat.apps.engine.serializers import DataSerializer, TaskWriteSerializer
 from cvat.apps.engine.task import _create_thread as create_task
 from cvat.apps.dataset_manager.task import TaskAnnotation
 
@@ -80,7 +80,7 @@ class ProjectAnnotationAndData:
         })
         data_serializer.is_valid(raise_exception=True)
         db_data = data_serializer.save()
-        db_task = TaskSerializer.create(None, {
+        db_task = TaskWriteSerializer.create(None, {
             **task_fields,
             'data_id': db_data.id,
             'project_id': self.db_project.id

cvat/apps/dataset_manager/views.py

@@ -15,7 +15,7 @@ from django.utils import timezone
 import cvat.apps.dataset_manager.task as task
 import cvat.apps.dataset_manager.project as project
 from cvat.apps.engine.log import slogger
-from cvat.apps.engine.models import Project, Task
+from cvat.apps.engine.models import Project, Task, Job
 
 from .formats.registry import EXPORT_FORMATS, IMPORT_FORMATS
 from .util import current_function_name
@@ -30,29 +30,36 @@ def log_exception(logger=None, exc_info=True):
 
 
 def get_export_cache_dir(db_instance):
-    base_dir = osp.abspath(db_instance.get_project_dirname() if isinstance(db_instance, Project) else db_instance.get_task_dirname())
+    base_dir = osp.abspath(db_instance.get_dirname())
+
     if osp.isdir(base_dir):
         return osp.join(base_dir, 'export_cache')
     else:
-        raise Exception('{} dir {} does not exist'.format("Project" if isinstance(db_instance, Project) else "Task", base_dir))
+        raise FileNotFoundError('{} dir {} does not exist'.format(db_instance.__class__.__name__, base_dir))
 
 DEFAULT_CACHE_TTL = timedelta(hours=10)
 TASK_CACHE_TTL = DEFAULT_CACHE_TTL
 PROJECT_CACHE_TTL = DEFAULT_CACHE_TTL / 3
+JOB_CACHE_TTL = DEFAULT_CACHE_TTL
 
 
-def export(dst_format, task_id=None, project_id=None, server_url=None, save_images=False):
+def export(dst_format, project_id=None, task_id=None, job_id=None, server_url=None, save_images=False):
     try:
         if task_id is not None:
             db_instance = Task.objects.get(pk=task_id)
             logger = slogger.task[task_id]
             cache_ttl = TASK_CACHE_TTL
             export_fn = task.export_task
-        else:
+        elif project_id is not None:
             db_instance = Project.objects.get(pk=project_id)
             logger = slogger.project[project_id]
             cache_ttl = PROJECT_CACHE_TTL
             export_fn = project.export_project
+        else:
+            db_instance = Job.objects.get(pk=job_id)
+            logger = slogger.job[job_id]
+            cache_ttl = JOB_CACHE_TTL
+            export_fn = task.export_job
 
         cache_dir = get_export_cache_dir(db_instance)
 
@@ -86,8 +93,9 @@ def export(dst_format, task_id=None, project_id=None, server_url=None, save_imag
                 "The {} '{}' is exported as '{}' at '{}' "
                 "and available for downloading for the next {}. "
                 "Export cache cleaning job is enqueued, id '{}'".format(
-                    "project" if isinstance(db_instance, Project) else 'task',
+                    db_instance.__class__.__name__.lower(),
-                    db_instance.name, dst_format, output_path, cache_ttl,
+                    db_instance.name if isinstance(db_instance, (Project, Task)) else db_instance.id,
+                    dst_format, output_path, cache_ttl,
                     cleaning_job.id
                 ))
 
@@ -96,6 +104,12 @@ def export(dst_format, task_id=None, project_id=None, server_url=None, save_imag
         log_exception(logger)
         raise
 
+def export_job_annotations(job_id, dst_format=None, server_url=None):
+    return export(dst_format,job_id=job_id, server_url=server_url, save_images=False)
+
+def export_job_as_dataset(job_id, dst_format=None, server_url=None):
+    return export(dst_format, job_id=job_id, server_url=server_url, save_images=True)
+
 def export_task_as_dataset(task_id, dst_format=None, server_url=None):
     return export(dst_format, task_id=task_id, server_url=server_url, save_images=True)
 

cvat/apps/dataset_repo/dataset_repo.py

@@ -26,7 +26,7 @@ from cvat.apps.engine.plugins import add_plugin
 
 def _have_no_access_exception(ex):
     if 'Permission denied' in ex.stderr or 'Could not read from remote repository' in ex.stderr:
-        keys = subprocess.run(['ssh-add -L'], shell = True,
+        keys = subprocess.run(['ssh-add', '-L'], #nosec
             stdout = subprocess.PIPE).stdout.decode('utf-8').split('\n')
         keys = list(filter(len, list(map(lambda x: x.strip(), keys))))
         raise Exception(
@@ -268,7 +268,7 @@ class Git:
 
         # Dump an annotation
         timestamp = datetime.datetime.now().strftime("%Y_%m_%d_%H_%M_%S")
-        dump_name = os.path.join(db_task.get_task_dirname(),
+        dump_name = os.path.join(db_task.get_dirname(),
                                  "git_annotation_{}_{}.zip".format(self._format, timestamp))
 
         export_task(
@@ -303,7 +303,7 @@ class Git:
         }
 
         old_diffs_dir = os.path.join(os.path.dirname(self._diffs_dir), 'repos_diffs')
-        if (os.path.isdir(old_diffs_dir)):
+        if os.path.isdir(old_diffs_dir):
             _read_old_diffs(old_diffs_dir, summary_diff)
 
         for diff_name in list(map(lambda x: os.path.join(self._diffs_dir, x), os.listdir(self._diffs_dir))):

cvat/apps/engine/backup.py

@@ -17,27 +17,35 @@ import django_rq
 from django.conf import settings
 from django.db import transaction
 from django.utils import timezone
+from django.shortcuts import get_object_or_404
 from rest_framework import serializers, status
 from rest_framework.parsers import JSONParser
 from rest_framework.renderers import JSONRenderer
 from rest_framework.response import Response
 from django_sendfile import sendfile
+from distutils.util import strtobool
 
 import cvat.apps.dataset_manager as dm
 from cvat.apps.engine import models
 from cvat.apps.engine.log import slogger
 from cvat.apps.engine.serializers import (AttributeSerializer, DataSerializer,
-    LabeledDataSerializer, SegmentSerializer, SimpleJobSerializer, TaskSerializer,
+    LabeledDataSerializer, SegmentSerializer, SimpleJobSerializer, TaskReadSerializer,
-    ProjectSerializer, ProjectFileSerializer, TaskFileSerializer)
+    ProjectReadSerializer, ProjectFileSerializer, TaskFileSerializer)
 from cvat.apps.engine.utils import av_scan_paths
-from cvat.apps.engine.models import StorageChoice, StorageMethodChoice, DataChoice, Task, Project
+from cvat.apps.engine.models import (
+    StorageChoice, StorageMethodChoice, DataChoice, Task, Project, Location,
+    CloudStorage as CloudStorageModel)
 from cvat.apps.engine.task import _create_thread
 from cvat.apps.dataset_manager.views import TASK_CACHE_TTL, PROJECT_CACHE_TTL, get_export_cache_dir, clear_export_cache, log_exception
 from cvat.apps.dataset_manager.bindings import CvatImportError
+from cvat.apps.engine.cloud_provider import (
+    db_storage_to_storage_instance, validate_bucket_status
+)
 
+from cvat.apps.engine.location import StorageType, get_location_configuration
 
 class Version(Enum):
-        V1 = '1.0'
+    V1 = '1.0'
 
 
 def _get_label_mapping(db_labels):
@@ -266,7 +274,7 @@ class TaskExporter(_ExporterBase, _TaskBackupBase):
             raise NotImplementedError()
 
     def _write_task(self, zip_object, target_dir=None):
-        task_dir = self._db_task.get_task_dirname()
+        task_dir = self._db_task.get_dirname()
         target_task_dir = os.path.join(target_dir, self.TASK_DIRNAME) if target_dir else self.TASK_DIRNAME
         self._write_directory(
             source_dir=task_dir,
@@ -277,7 +285,7 @@ class TaskExporter(_ExporterBase, _TaskBackupBase):
 
     def _write_manifest(self, zip_object, target_dir=None):
         def serialize_task():
-            task_serializer = TaskSerializer(self._db_task)
+            task_serializer = TaskReadSerializer(self._db_task)
             for field in ('url', 'owner', 'assignee', 'segments'):
                 task_serializer.fields.pop(field)
 
@@ -348,8 +356,8 @@ class TaskExporter(_ExporterBase, _TaskBackupBase):
 
     def export_to(self, file, target_dir=None):
         if self._db_task.data.storage_method == StorageMethodChoice.FILE_SYSTEM and \
-           self._db_task.data.storage == StorageChoice.SHARE:
+                self._db_task.data.storage == StorageChoice.SHARE:
-           raise Exception('The task cannot be exported because it does not contain any raw data')
+            raise Exception('The task cannot be exported because it does not contain any raw data')
 
         if isinstance(file, str):
             with ZipFile(file, 'w') as zf:
@@ -484,7 +492,7 @@ class TaskImporter(_ImporterBase, _TaskBackupBase):
         self._manifest['project_id'] = self._project_id
 
         self._db_task = models.Task.objects.create(**self._manifest, organization_id=self._org_id)
-        task_path = self._db_task.get_task_dirname()
+        task_path = self._db_task.get_dirname()
         if os.path.isdir(task_path):
             shutil.rmtree(task_path)
 
@@ -569,7 +577,7 @@ class ProjectExporter(_ExporterBase, _ProjectBackupBase):
 
     def _write_manifest(self, zip_object):
         def serialize_project():
-            project_serializer = ProjectSerializer(self._db_project)
+            project_serializer = ProjectReadSerializer(self._db_project)
             for field in ('assignee', 'owner', 'tasks', 'url'):
                 project_serializer.fields.pop(field)
 
@@ -591,7 +599,7 @@ class ProjectExporter(_ExporterBase, _ProjectBackupBase):
             self._write_manifest(output_file)
 
 class ProjectImporter(_ImporterBase, _ProjectBackupBase):
-    TASKNAME_RE = 'task_(\d+)/'
+    TASKNAME_RE = r'task_(\d+)/'
 
     def __init__(self, filename, user_id, org_id=None):
         super().__init__(logger=slogger.glob)
@@ -616,7 +624,7 @@ class ProjectImporter(_ImporterBase, _ProjectBackupBase):
         self._manifest["owner_id"] = self._user_id
 
         self._db_project = models.Project.objects.create(**self._manifest, organization_id=self._org_id)
-        project_path = self._db_project.get_project_dirname()
+        project_path = self._db_project.get_dirname()
         if os.path.isdir(project_path):
             shutil.rmtree(project_path)
         os.makedirs(self._db_project.get_project_logs_dirname())
@@ -702,14 +710,23 @@ def export(db_instance, request):
         logger = slogger.task[db_instance.pk]
         Exporter = TaskExporter
         cache_ttl = TASK_CACHE_TTL
+        use_target_storage_conf = request.query_params.get('use_default_location', True)
     elif isinstance(db_instance, Project):
         filename_prefix = 'project'
         logger = slogger.project[db_instance.pk]
         Exporter = ProjectExporter
         cache_ttl = PROJECT_CACHE_TTL
+        use_target_storage_conf = request.query_params.get('use_default_location', True)
     else:
         raise Exception(
             "Unexpected type of db_isntance: {}".format(type(db_instance)))
+    use_settings = strtobool(str(use_target_storage_conf))
+    obj = db_instance if use_settings else request.query_params
+    location_conf = get_location_configuration(
+        obj=obj,
+        use_settings=use_settings,
+        field_name=StorageType.TARGET
+    )
 
     queue = django_rq.get_queue("default")
     rq_id = "/api/{}s/{}/backup".format(filename_prefix, db_instance.pk)
@@ -731,8 +748,30 @@ def export(db_instance, request):
                     filename = "{}_{}_backup_{}{}".format(
                         filename_prefix, db_instance.name, timestamp,
                         os.path.splitext(file_path)[1])
-                    return sendfile(request, file_path, attachment=True,
+
-                        attachment_filename=filename.lower())
+                    location = location_conf.get('location')
+                    if location == Location.LOCAL:
+                        return sendfile(request, file_path, attachment=True,
+                            attachment_filename=filename.lower())
+                    elif location == Location.CLOUD_STORAGE:
+
+                        @validate_bucket_status
+                        def _export_to_cloud_storage(storage, file_path, file_name):
+                            storage.upload_file(file_path, file_name)
+
+                        try:
+                            storage_id = location_conf['storage_id']
+                        except KeyError:
+                            raise serializers.ValidationError(
+                                'Cloud storage location was selected for destination'
+                                ' but cloud storage id was not specified')
+                        db_storage = get_object_or_404(CloudStorageModel, pk=storage_id)
+                        storage = db_storage_to_storage_instance(db_storage)
+
+                        _export_to_cloud_storage(storage, file_path, filename)
+                        return Response(status=status.HTTP_200_OK)
+                    else:
+                        raise NotImplementedError()
                 else:
                     if os.path.exists(file_path):
                         return Response(status=status.HTTP_201_CREATED)
@@ -753,21 +792,47 @@ def export(db_instance, request):
         result_ttl=ttl, failure_ttl=ttl)
     return Response(status=status.HTTP_202_ACCEPTED)
 
-def _import(importer, request, rq_id, Serializer, file_field_name, filename=None):
+def _import(importer, request, rq_id, Serializer, file_field_name, location_conf, filename=None):
     queue = django_rq.get_queue("default")
     rq_job = queue.fetch_job(rq_id)
 
     if not rq_job:
         org_id = getattr(request.iam_context['organization'], 'id', None)
         fd = None
-        if not filename:
+
-            serializer = Serializer(data=request.data)
+        location = location_conf.get('location')
-            serializer.is_valid(raise_exception=True)
+        if location == Location.LOCAL:
-            payload_file = serializer.validated_data[file_field_name]
+            if not filename:
+                serializer = Serializer(data=request.data)
+                serializer.is_valid(raise_exception=True)
+                payload_file = serializer.validated_data[file_field_name]
+                fd, filename = mkstemp(prefix='cvat_')
+                with open(filename, 'wb+') as f:
+                    for chunk in payload_file.chunks():
+                        f.write(chunk)
+        else:
+            @validate_bucket_status
+            def _import_from_cloud_storage(storage, file_name):
+                return storage.download_fileobj(file_name)
+
+            file_name = request.query_params.get('filename')
+            assert file_name
+
+            # download file from cloud storage
+            try:
+                storage_id = location_conf['storage_id']
+            except KeyError:
+                raise serializers.ValidationError(
+                    'Cloud storage location was selected for destination'
+                    ' but cloud storage id was not specified')
+            db_storage = get_object_or_404(CloudStorageModel, pk=storage_id)
+            storage = db_storage_to_storage_instance(db_storage)
+
+            data = _import_from_cloud_storage(storage, file_name)
+
             fd, filename = mkstemp(prefix='cvat_')
             with open(filename, 'wb+') as f:
-                for chunk in payload_file.chunks():
+                f.write(data.getbuffer())
-                    f.write(chunk)
         rq_job = queue.enqueue_call(
             func=importer,
             args=(filename, request.user.id, org_id),
@@ -814,12 +879,18 @@ def import_project(request, filename=None):
     Serializer = ProjectFileSerializer
     file_field_name = 'project_file'
 
+    location_conf = get_location_configuration(
+        obj=request.query_params,
+        field_name=StorageType.SOURCE,
+    )
+
     return _import(
         importer=_import_project,
         request=request,
         rq_id=rq_id,
         Serializer=Serializer,
         file_field_name=file_field_name,
+        location_conf=location_conf,
         filename=filename
     )
 
@@ -831,11 +902,17 @@ def import_task(request, filename=None):
     Serializer = TaskFileSerializer
     file_field_name = 'task_file'
 
+    location_conf = get_location_configuration(
+        obj=request.query_params,
+        field_name=StorageType.SOURCE
+    )
+
     return _import(
         importer=_import_task,
         request=request,
         rq_id=rq_id,
         Serializer=Serializer,
         file_field_name=file_field_name,
+        location_conf=location_conf,
         filename=filename
     )

cvat/apps/engine/cloud_provider.py

@@ -4,10 +4,13 @@
 
 import os
 import boto3
+import functools
+import json
 
 from abc import ABC, abstractmethod, abstractproperty
 from enum import Enum
 from io import BytesIO
+from rest_framework import serializers
 
 from boto3.s3.transfer import TransferConfig
 from botocore.exceptions import ClientError
@@ -35,6 +38,14 @@ class Status(str, Enum):
     def __str__(self):
         return self.value
 
+class Permissions(str, Enum):
+    READ = 'read'
+    WRITE = 'write'
+
+    @classmethod
+    def all(cls):
+        return {i.value for i in cls}
+
 class _CloudStorage(ABC):
 
     def __init__(self):
@@ -86,7 +97,11 @@ class _CloudStorage(ABC):
             raise NotImplementedError("Unsupported type {} was found".format(type(file_obj)))
 
     @abstractmethod
-    def upload_file(self, file_obj, file_name):
+    def upload_fileobj(self, file_obj, file_name):
+        pass
+
+    @abstractmethod
+    def upload_file(self, file_path, file_name=None):
         pass
 
     def __contains__(self, file_name):
@@ -99,6 +114,18 @@ class _CloudStorage(ABC):
     def content(self):
         return list(map(lambda x: x['name'] , self._files))
 
+    @abstractproperty
+    def supported_actions(self):
+        pass
+
+    @property
+    def read_access(self):
+        return Permissions.READ in self.access
+
+    @property
+    def write_access(self):
+        return Permissions.WRITE in self.access
+
 def get_cloud_storage_instance(cloud_provider, resource, credentials, specific_attributes=None, endpoint=None):
     instance = None
     if cloud_provider == CloudProviderChoice.AWS_S3:
@@ -133,6 +160,12 @@ class AWS_S3(_CloudStorage):
     transfer_config = {
         'max_io_queue': 10,
     }
+
+    class Effect(str, Enum):
+        ALLOW = 'Allow'
+        DENY = 'Deny'
+
+
     def __init__(self,
                 bucket,
                 region,
@@ -209,13 +242,27 @@ class AWS_S3(_CloudStorage):
     def get_file_last_modified(self, key):
         return self._head_file(key).get('LastModified')
 
-    def upload_file(self, file_obj, file_name):
+    def upload_fileobj(self, file_obj, file_name):
         self._bucket.upload_fileobj(
             Fileobj=file_obj,
             Key=file_name,
             Config=TransferConfig(max_io_queue=self.transfer_config['max_io_queue'])
         )
 
+    def upload_file(self, file_path, file_name=None):
+        if not file_name:
+            file_name = os.path.basename(file_path)
+        try:
+            self._bucket.upload_file(
+                file_path,
+                file_name,
+                Config=TransferConfig(max_io_queue=self.transfer_config['max_io_queue'])
+            )
+        except ClientError as ex:
+            msg = str(ex)
+            slogger.glob.error(msg)
+            raise Exception(msg)
+
     def initialize_content(self):
         files = self._bucket.objects.all()
         self._files = [{
@@ -251,8 +298,45 @@ class AWS_S3(_CloudStorage):
             slogger.glob.info(msg)
             raise Exception(msg)
 
+    def delete_file(self, file_name: str):
+        try:
+            self._client_s3.delete_object(Bucket=self.name, Key=file_name)
+        except Exception as ex:
+            msg = str(ex)
+            slogger.glob.info(msg)
+            raise
+
+    @property
+    def supported_actions(self):
+        allowed_actions = set()
+        try:
+            bucket_policy = self._bucket.Policy().policy
+        except ClientError as ex:
+            if 'NoSuchBucketPolicy' in str(ex):
+                return Permissions.all()
+            else:
+                raise Exception(str(ex))
+        bucket_policy = json.loads(bucket_policy) if isinstance(bucket_policy, str) else bucket_policy
+        for statement in bucket_policy['Statement']:
+            effect = statement.get('Effect') # Allow | Deny
+            actions = statement.get('Action', set())
+            if effect == self.Effect.ALLOW:
+                allowed_actions.update(actions)
+        access = {
+            's3:GetObject': Permissions.READ,
+            's3:PutObject': Permissions.WRITE,
+        }
+        allowed_actions = Permissions.all() & {access.get(i) for i in allowed_actions}
+
+        return allowed_actions
+
 class AzureBlobContainer(_CloudStorage):
     MAX_CONCURRENCY = 3
+
+
+    class Effect:
+        pass
+
     def __init__(self, container, account_name, sas_token=None):
         super().__init__()
         self._account_name = account_name
@@ -317,9 +401,18 @@ class AzureBlobContainer(_CloudStorage):
             else:
                 return Status.NOT_FOUND
 
-    def upload_file(self, file_obj, file_name):
+    def upload_fileobj(self, file_obj, file_name):
         self._container_client.upload_blob(name=file_name, data=file_obj)
 
+    def upload_file(self, file_path, file_name=None):
+        if not file_name:
+            file_name = os.path.basename(file_path)
+        try:
+            with open(file_path, 'r') as f:
+                self.upload_fileobj(f, file_name)
+        except Exception as ex:
+            slogger.glob.error(str(ex))
+            raise
 
     # TODO:
     # def multipart_upload(self, file_obj):
@@ -342,6 +435,10 @@ class AzureBlobContainer(_CloudStorage):
         buf.seek(0)
         return buf
 
+    @property
+    def supported_actions(self):
+        pass
+
 class GOOGLE_DRIVE(_CloudStorage):
     pass
 
@@ -361,6 +458,9 @@ def _define_gcs_status(func):
 
 class GoogleCloudStorage(_CloudStorage):
 
+    class Effect:
+        pass
+
     def __init__(self, bucket_name, prefix=None, service_account_json=None, anonymous_access=False, project=None, location=None):
         super().__init__()
         if service_account_json:
@@ -416,9 +516,18 @@ class GoogleCloudStorage(_CloudStorage):
         buf.seek(0)
         return buf
 
-    def upload_file(self, file_obj, file_name):
+    def upload_fileobj(self, file_obj, file_name):
         self.bucket.blob(file_name).upload_from_file(file_obj)
 
+    def upload_file(self, file_path, file_name=None):
+        if not file_name:
+            file_name = os.path.basename(file_path)
+        try:
+            self.bucket.blob(file_name).upload_from_filename(file_path)
+        except Exception as ex:
+            slogger.glob.info(str(ex))
+            raise
+
     def create(self):
         try:
             self._bucket = self._storage_client.create_bucket(
@@ -441,6 +550,10 @@ class GoogleCloudStorage(_CloudStorage):
         blob.reload()
         return blob.updated
 
+    @property
+    def supported_actions(self):
+        pass
+
 class Credentials:
     __slots__ = ('key', 'secret_key', 'session_token', 'account_name', 'key_file_path', 'credentials_type')
 
@@ -502,3 +615,36 @@ class Credentials:
 
     def values(self):
         return [self.key, self.secret_key, self.session_token, self.account_name, self.key_file_path]
+
+
+def validate_bucket_status(func):
+    @functools.wraps(func)
+    def wrapper(storage, *args, **kwargs):
+        try:
+            res = func(storage, *args, **kwargs)
+        except Exception as ex:
+            # check that cloud storage exists
+            storage_status = storage.get_status() if storage is not None else None
+            if storage_status == Status.FORBIDDEN:
+                msg = 'The resource {} is no longer available. Access forbidden.'.format(storage.name)
+            elif storage_status == Status.NOT_FOUND:
+                msg = 'The resource {} not found. It may have been deleted.'.format(storage.name)
+            else:
+                msg = str(ex)
+            raise serializers.ValidationError(msg)
+        return res
+    return wrapper
+
+
+def db_storage_to_storage_instance(db_storage):
+    credentials = Credentials()
+    credentials.convert_from_db({
+        'type': db_storage.credentials_type,
+        'value': db_storage.credentials,
+    })
+    details = {
+        'resource': db_storage.resource,
+        'credentials': credentials,
+        'specific_attributes': db_storage.get_specific_attributes()
+    }
+    return get_cloud_storage_instance(cloud_provider=db_storage.provider_type, **details)

cvat/apps/engine/location.py

@@ -0,0 +1,36 @@
+from enum import Enum
+
+from cvat.apps.engine.models import Location
+
+class StorageType(str, Enum):
+    TARGET = 'target_storage'
+    SOURCE = 'source_storage'
+
+    def __str__(self):
+        return self.value
+
+def get_location_configuration(obj, field_name, use_settings=False):
+    location_conf = dict()
+    if use_settings:
+        storage = getattr(obj, field_name)
+        if storage is None:
+            location_conf['location'] = Location.LOCAL
+        else:
+            location_conf['location'] = storage.location
+            sid = storage.cloud_storage_id
+            if sid:
+                location_conf['storage_id'] = sid
+    else:
+        # obj is query_params
+        # FIXME when ui part will be done
+        location_conf['location'] = obj.get('location', Location.LOCAL)
+        # try:
+        #     location_conf['location'] = obj['location']
+        # except KeyError:
+        #     raise ValidationError("Custom settings were selected but no location was specified")
+
+        sid = obj.get('cloud_storage_id')
+        if sid:
+            location_conf['storage_id'] = int(sid)
+
+    return location_conf

cvat/apps/engine/migrations/0054_auto_20220610_1829.py

@@ -0,0 +1,51 @@
+# Generated by Django 3.2.12 on 2022-06-10 18:29
+
+import cvat.apps.engine.models
+from django.db import migrations, models
+import django.db.models.deletion
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('engine', '0053_data_deleted_frames'),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='Storage',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('location', models.CharField(choices=[('cloud_storage', 'CLOUD_STORAGE'), ('local', 'LOCAL')], default=cvat.apps.engine.models.Location['LOCAL'], max_length=16)),
+                ('cloud_storage_id', models.IntegerField(blank=True, default=None, null=True)),
+            ],
+            options={
+                'default_permissions': (),
+            },
+        ),
+        migrations.AddField(
+            model_name='job',
+            name='updated_date',
+            field=models.DateTimeField(auto_now=True),
+        ),
+        migrations.AddField(
+            model_name='project',
+            name='source_storage',
+            field=models.ForeignKey(blank=True, default=None, null=True, on_delete=django.db.models.deletion.SET_NULL, related_name='+', to='engine.storage'),
+        ),
+        migrations.AddField(
+            model_name='project',
+            name='target_storage',
+            field=models.ForeignKey(blank=True, default=None, null=True, on_delete=django.db.models.deletion.SET_NULL, related_name='+', to='engine.storage'),
+        ),
+        migrations.AddField(
+            model_name='task',
+            name='source_storage',
+            field=models.ForeignKey(blank=True, default=None, null=True, on_delete=django.db.models.deletion.SET_NULL, related_name='+', to='engine.storage'),
+        ),
+        migrations.AddField(
+            model_name='task',
+            name='target_storage',
+            field=models.ForeignKey(blank=True, default=None, null=True, on_delete=django.db.models.deletion.SET_NULL, related_name='+', to='engine.storage'),
+        ),
+    ]

cvat/apps/engine/migrations/0055_jobs_directories.py

@@ -0,0 +1,53 @@
+# Generated by Django 3.2.12 on 2022-06-10 18:29
+
+import os
+import shutil
+
+from django.db import migrations
+from django.conf import settings
+from cvat.apps.engine.log import get_logger
+
+MIGRATION_NAME = os.path.splitext(os.path.basename(__file__))[0]
+MIGRATION_LOG = os.path.join(settings.MIGRATIONS_LOGS_ROOT, f"{MIGRATION_NAME}.log")
+
+def _get_query_set(apps):
+    Job = apps.get_model("engine", "Job")
+    query_set = Job.objects.all()
+    return query_set
+
+def _get_job_dir_path(jid):
+    return os.path.join(settings.JOBS_ROOT, str(jid))
+
+def create_directories(apps, schema_editor):
+    logger = get_logger(MIGRATION_NAME, MIGRATION_LOG)
+    query_set = _get_query_set(apps)
+    logger.info(f'Migration has been started. Need to create {query_set.count()} directories.')
+
+    for db_job in query_set:
+        jid = db_job.id
+        os.makedirs(_get_job_dir_path(jid), exist_ok=True)
+    logger.info(f'Migration has been finished successfully.')
+
+def delete_directories(apps, schema_editor):
+    logger = get_logger(MIGRATION_NAME, MIGRATION_LOG)
+    query_set = _get_query_set(apps)
+    logger.info(f'Reverse migration has been started. Need to delete {query_set.count()} directories.')
+    for db_job in query_set:
+        jid = db_job.id
+        job_dir = _get_job_dir_path(jid)
+        if os.path.isdir(job_dir):
+            shutil.rmtree(job_dir)
+    logger.info(f'Migration has been reversed successfully.')
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('engine', '0054_auto_20220610_1829'),
+    ]
+
+    operations = [
+        migrations.RunPython(
+            code=create_directories,
+            reverse_code=delete_directories
+        )
+    ]

cvat/apps/engine/mixins.py

@@ -8,10 +8,13 @@ import uuid
 
 from django.conf import settings
 from django.core.cache import cache
+from distutils.util import strtobool
 from rest_framework import status
 from rest_framework.response import Response
 
-from cvat.apps.engine.serializers import DataSerializer
+from cvat.apps.engine.models import Location
+from cvat.apps.engine.location import StorageType, get_location_configuration
+from cvat.apps.engine.serializers import DataSerializer, LabeledDataSerializer
 
 class TusFile:
     _tus_cache_timeout = 3600
@@ -90,7 +93,7 @@ class TusChunk:
 
 # This upload mixin is implemented using tus
 # tus is open protocol for file uploads (see more https://tus.io/)
-class UploadMixin(object):
+class UploadMixin:
     _tus_api_version = '1.0.0'
     _tus_api_version_supported = ['1.0.0']
     _tus_api_extensions = []
@@ -238,3 +241,80 @@ class UploadMixin(object):
     # override this to do stuff after upload
     def upload_finished(self, request):
         raise NotImplementedError('You need to implement upload_finished in UploadMixin')
+
+class AnnotationMixin:
+    def export_annotations(self, request, pk, db_obj, export_func, callback, get_data=None):
+        format_name = request.query_params.get("format")
+        action = request.query_params.get("action", "").lower()
+        filename = request.query_params.get("filename", "")
+
+        use_default_location = request.query_params.get("use_default_location", True)
+        use_settings = strtobool(str(use_default_location))
+        obj = db_obj if use_settings else request.query_params
+        location_conf = get_location_configuration(
+            obj=obj,
+            use_settings=use_settings,
+            field_name=StorageType.TARGET,
+        )
+
+        rq_id = "/api/{}/{}/annotations/{}".format(self._object.__class__.__name__.lower(), pk, format_name)
+
+        if format_name:
+            return export_func(db_instance=self._object,
+                rq_id=rq_id,
+                request=request,
+                action=action,
+                callback=callback,
+                format_name=format_name,
+                filename=filename,
+                location_conf=location_conf,
+            )
+
+        if not get_data:
+            return Response("Format is not specified",status=status.HTTP_400_BAD_REQUEST)
+
+        data = get_data(pk)
+        serializer = LabeledDataSerializer(data=data)
+        if serializer.is_valid(raise_exception=True):
+            return Response(serializer.data)
+
+    def import_annotations(self, request, pk, db_obj, import_func, rq_func):
+        use_default_location = request.query_params.get('use_default_location', True)
+        use_settings = strtobool(str(use_default_location))
+        obj = db_obj if use_settings else request.query_params
+        location_conf = get_location_configuration(
+            obj=obj,
+            use_settings=use_settings,
+            field_name=StorageType.SOURCE,
+        )
+
+        if location_conf['location'] == Location.CLOUD_STORAGE:
+            format_name = request.query_params.get('format')
+            file_name = request.query_params.get('filename')
+            rq_id = "{}@/api/{}/{}/annotations/upload".format(
+                self._object.__class__.__name__.lower(), request.user, pk
+            )
+
+            return import_func(
+                request=request,
+                rq_id=rq_id,
+                rq_func=rq_func,
+                pk=pk,
+                format_name=format_name,
+                location_conf=location_conf,
+                filename=file_name,
+            )
+
+        return self.upload_data(request)
+
+class SerializeMixin:
+    def serialize(self, request, export_func):
+        db_object = self.get_object() # force to call check_object_permissions
+        return export_func(db_object, request)
+
+    def deserialize(self, request, import_func):
+        location = request.query_params.get("location", Location.LOCAL)
+        if location == Location.CLOUD_STORAGE:
+            file_name = request.query_params.get("filename", "")
+            return import_func(request, filename=file_name)
+        return self.upload_data(request)

cvat/apps/engine/models.py

@@ -181,7 +181,7 @@ class Data(models.Model):
         default_permissions = ()
 
     def get_frame_step(self):
-        match = re.search("step\s*=\s*([1-9]\d*)", self.frame_filter)
+        match = re.search(r"step\s*=\s*([1-9]\d*)", self.frame_filter)
         return int(match.group(1)) if match else 1
 
     def get_data_dirname(self):
@@ -265,7 +265,6 @@ class Image(models.Model):
         default_permissions = ()
 
 class Project(models.Model):
-
     name = SafeCharField(max_length=256)
     owner = models.ForeignKey(User, null=True, blank=True,
                               on_delete=models.SET_NULL, related_name="+")
@@ -278,15 +277,19 @@ class Project(models.Model):
                               default=StatusChoice.ANNOTATION)
     organization = models.ForeignKey(Organization, null=True, default=None,
         blank=True, on_delete=models.SET_NULL, related_name="projects")
+    source_storage = models.ForeignKey('Storage', null=True, default=None,
+        blank=True, on_delete=models.SET_NULL, related_name='+')
+    target_storage = models.ForeignKey('Storage', null=True, default=None,
+        blank=True, on_delete=models.SET_NULL, related_name='+')
 
-    def get_project_dirname(self):
+    def get_dirname(self):
         return os.path.join(settings.PROJECTS_ROOT, str(self.id))
 
     def get_project_logs_dirname(self):
-        return os.path.join(self.get_project_dirname(), 'logs')
+        return os.path.join(self.get_dirname(), 'logs')
 
     def get_tmp_dirname(self):
-        return os.path.join(self.get_project_dirname(), "tmp")
+        return os.path.join(self.get_dirname(), "tmp")
 
     def get_client_log_path(self):
         return os.path.join(self.get_project_logs_dirname(), "client.log")
@@ -324,17 +327,20 @@ class Task(models.Model):
     subset = models.CharField(max_length=64, blank=True, default="")
     organization = models.ForeignKey(Organization, null=True, default=None,
         blank=True, on_delete=models.SET_NULL, related_name="tasks")
-
+    source_storage = models.ForeignKey('Storage', null=True, default=None,
+        blank=True, on_delete=models.SET_NULL, related_name='+')
+    target_storage = models.ForeignKey('Storage', null=True, default=None,
+        blank=True, on_delete=models.SET_NULL, related_name='+')
 
     # Extend default permission model
     class Meta:
         default_permissions = ()
 
-    def get_task_dirname(self):
+    def get_dirname(self):
         return os.path.join(settings.TASKS_ROOT, str(self.id))
 
     def get_task_logs_dirname(self):
-        return os.path.join(self.get_task_dirname(), 'logs')
+        return os.path.join(self.get_dirname(), 'logs')
 
     def get_client_log_path(self):
         return os.path.join(self.get_task_logs_dirname(), "client.log")
@@ -343,10 +349,10 @@ class Task(models.Model):
         return os.path.join(self.get_task_logs_dirname(), "task.log")
 
     def get_task_artifacts_dirname(self):
-        return os.path.join(self.get_task_dirname(), 'artifacts')
+        return os.path.join(self.get_dirname(), 'artifacts')
 
     def get_tmp_dirname(self):
-        return os.path.join(self.get_task_dirname(), "tmp")
+        return os.path.join(self.get_dirname(), "tmp")
 
     def __str__(self):
         return self.name
@@ -414,6 +420,7 @@ class Segment(models.Model):
 class Job(models.Model):
     segment = models.ForeignKey(Segment, on_delete=models.CASCADE)
     assignee = models.ForeignKey(User, null=True, blank=True, on_delete=models.SET_NULL)
+    updated_date = models.DateTimeField(auto_now=True)
     # TODO: it has to be deleted in Job, Task, Project and replaced by (stage, state)
     # The stage field cannot be changed by an assignee, but state field can be. For
     # now status is read only and it will be updated by (stage, state). Thus we don't
@@ -425,6 +432,9 @@ class Job(models.Model):
     state = models.CharField(max_length=32, choices=StateChoice.choices(),
         default=StateChoice.NEW)
 
+    def get_dirname(self):
+        return os.path.join(settings.JOBS_ROOT, str(self.id))
+
     def get_project_id(self):
         project = self.segment.task.project
         return project.id if project else None
@@ -524,8 +534,8 @@ class SourceType(str, Enum):
     MANUAL = 'manual'
 
     @classmethod
-    def choices(self):
+    def choices(cls):
-        return tuple((x.value, x.name) for x in self)
+        return tuple((x.value, x.name) for x in cls)
 
     def __str__(self):
         return self.value
@@ -669,6 +679,21 @@ class Manifest(models.Model):
     def __str__(self):
         return '{}'.format(self.filename)
 
+class Location(str, Enum):
+    CLOUD_STORAGE = 'cloud_storage'
+    LOCAL = 'local'
+
+    @classmethod
+    def choices(cls):
+        return tuple((x.value, x.name) for x in cls)
+
+    def __str__(self):
+        return self.value
+
+    @classmethod
+    def list(cls):
+        return [i.value for i in cls]
+
 class CloudStorage(models.Model):
     # restrictions:
     # AWS bucket name, Azure container name - 63, Google bucket name - 63 without dots and 222 with dots
@@ -696,7 +721,6 @@ class CloudStorage(models.Model):
     organization = models.ForeignKey(Organization, null=True, default=None,
         blank=True, on_delete=models.SET_NULL, related_name="cloudstorages")
 
-
     class Meta:
         default_permissions = ()
         unique_together = ('provider_type', 'resource', 'credentials')
@@ -721,3 +745,10 @@ class CloudStorage(models.Model):
 
     def get_key_file_path(self):
         return os.path.join(self.get_storage_dirname(), 'key.json')
+
+class Storage(models.Model):
+    location = models.CharField(max_length=16, choices=Location.choices(), default=Location.LOCAL)
+    cloud_storage_id = models.IntegerField(null=True, blank=True, default=None)
+
+    class Meta:
+        default_permissions = ()

cvat/apps/engine/serializers.py

@@ -20,7 +20,7 @@ from cvat.apps.engine.utils import parse_specific_attributes
 from drf_spectacular.utils import OpenApiExample, extend_schema_serializer
 
 class BasicUserSerializer(serializers.ModelSerializer):
-    def validate(self, data):
+    def validate(self, attrs):
         if hasattr(self, 'initial_data'):
             unknown_keys = set(self.initial_data.keys()) - set(self.fields.keys())
             if unknown_keys:
@@ -30,7 +30,7 @@ class BasicUserSerializer(serializers.ModelSerializer):
                 else:
                     message = 'Got unknown fields: {}'.format(unknown_keys)
                 raise serializers.ValidationError(message)
-        return data
+        return attrs
 
     class Meta:
         model = User
@@ -81,7 +81,7 @@ class LabelSerializer(serializers.ModelSerializer):
         fields = ('id', 'name', 'color', 'attributes', 'deleted')
 
     def validate(self, attrs):
-        if attrs.get('deleted') == True and attrs.get('id') is None:
+        if attrs.get('deleted') and attrs.get('id') is None:
             raise serializers.ValidationError('Deleted label must have an ID')
 
         return attrs
@@ -107,7 +107,7 @@ class LabelSerializer(serializers.ModelSerializer):
         else:
             db_label = models.Label.objects.create(name=validated_data.get('name'), **instance)
             logger.info("New {} label was created".format(db_label.name))
-        if validated_data.get('deleted') == True:
+        if validated_data.get('deleted'):
             db_label.delete()
             return
         if not validated_data.get('color', None):
@@ -159,7 +159,8 @@ class JobReadSerializer(serializers.ModelSerializer):
         model = models.Job
         fields = ('url', 'id', 'task_id', 'project_id', 'assignee',
             'dimension', 'labels', 'bug_tracker', 'status', 'stage', 'state', 'mode',
-            'start_frame', 'stop_frame', 'data_chunk_size', 'data_compressed_chunk_type')
+            'start_frame', 'stop_frame', 'data_chunk_size', 'data_compressed_chunk_type',
+            'updated_date',)
         read_only_fields = fields
 
 class JobWriteSerializer(serializers.ModelSerializer):
@@ -336,7 +337,7 @@ class DataSerializer(serializers.ModelSerializer):
 
     # pylint: disable=no-self-use
     def validate_frame_filter(self, value):
-        match = re.search("step\s*=\s*([1-9]\d*)", value)
+        match = re.search(r"step\s*=\s*([1-9]\d*)", value)
         if not match:
             raise serializers.ValidationError("Invalid frame filter expression")
         return value
@@ -348,11 +349,11 @@ class DataSerializer(serializers.ModelSerializer):
         return value
 
     # pylint: disable=no-self-use
-    def validate(self, data):
+    def validate(self, attrs):
-        if 'start_frame' in data and 'stop_frame' in data \
+        if 'start_frame' in attrs and 'stop_frame' in attrs \
-            and data['start_frame'] > data['stop_frame']:
+            and attrs['start_frame'] > attrs['stop_frame']:
             raise serializers.ValidationError('Stop frame must be more or equal start frame')
-        return data
+        return attrs
 
     def create(self, validated_data):
         files = self._pop_data(validated_data)
@@ -404,8 +405,12 @@ class DataSerializer(serializers.ModelSerializer):
                 remote_file = models.RemoteFile(data=instance, **f)
                 remote_file.save()
 
+class StorageSerializer(serializers.ModelSerializer):
+    class Meta:
+        model = models.Storage
+        fields = ('id', 'location', 'cloud_storage_id')
 
-class TaskSerializer(WriteOnceMixin, serializers.ModelSerializer):
+class TaskReadSerializer(serializers.ModelSerializer):
     labels = LabelSerializer(many=True, source='label_set', partial=True, required=False)
     segments = SegmentSerializer(many=True, source='segment_set', read_only=True)
     data_chunk_size = serializers.ReadOnlyField(source='data.chunk_size')
@@ -415,24 +420,47 @@ class TaskSerializer(WriteOnceMixin, serializers.ModelSerializer):
     image_quality = serializers.ReadOnlyField(source='data.image_quality')
     data = serializers.ReadOnlyField(source='data.id')
     owner = BasicUserSerializer(required=False)
-    owner_id = serializers.IntegerField(write_only=True, allow_null=True, required=False)
     assignee = BasicUserSerializer(allow_null=True, required=False)
-    assignee_id = serializers.IntegerField(write_only=True, allow_null=True, required=False)
     project_id = serializers.IntegerField(required=False, allow_null=True)
     dimension = serializers.CharField(allow_blank=True, required=False)
+    target_storage = StorageSerializer(required=False)
+    source_storage = StorageSerializer(required=False)
 
     class Meta:
         model = models.Task
         fields = ('url', 'id', 'name', 'project_id', 'mode', 'owner', 'assignee',
-            'owner_id', 'assignee_id', 'bug_tracker', 'created_date', 'updated_date',
+            'bug_tracker', 'created_date', 'updated_date', 'overlap', 'segment_size',
-            'overlap', 'segment_size', 'status', 'labels', 'segments',
+            'status', 'labels', 'segments', 'data_chunk_size', 'data_compressed_chunk_type',
-            'data_chunk_size', 'data_compressed_chunk_type', 'data_original_chunk_type',
+            'data_original_chunk_type', 'size', 'image_quality', 'data', 'dimension',
-            'size', 'image_quality', 'data', 'dimension', 'subset', 'organization')
+            'subset', 'organization', 'target_storage', 'source_storage',
-        read_only_fields = ('mode', 'created_date', 'updated_date', 'status',
+        )
-            'data_chunk_size', 'owner', 'assignee', 'data_compressed_chunk_type',
+        read_only_fields = fields
-            'data_original_chunk_type', 'size', 'image_quality', 'data',
+
-            'organization')
+    def to_representation(self, instance):
-        write_once_fields = ('overlap', 'segment_size', 'project_id')
+        response = super().to_representation(instance)
+        if instance.project_id:
+            response["labels"] = LabelSerializer(many=True).to_representation(instance.project.label_set)
+        return response
+
+class TaskWriteSerializer(WriteOnceMixin, serializers.ModelSerializer):
+    labels = LabelSerializer(many=True, source='label_set', partial=True, required=False)
+    owner_id = serializers.IntegerField(write_only=True, allow_null=True, required=False)
+    assignee_id = serializers.IntegerField(write_only=True, allow_null=True, required=False)
+    project_id = serializers.IntegerField(required=False, allow_null=True)
+    target_storage = StorageSerializer(required=False)
+    source_storage = StorageSerializer(required=False)
+
+    class Meta:
+        model = models.Task
+        fields = ('url', 'id', 'name', 'project_id', 'owner_id', 'assignee_id',
+            'bug_tracker', 'overlap', 'segment_size', 'labels', 'subset',
+            'target_storage', 'source_storage',
+        )
+        write_once_fields = ('overlap', 'segment_size', 'project_id', 'owner_id', 'labels')
+
+    def to_representation(self, instance):
+        serializer = TaskReadSerializer(instance, context=self.context)
+        return serializer.data
 
     # pylint: disable=no-self-use
     def create(self, validated_data):
@@ -453,7 +481,17 @@ class TaskSerializer(WriteOnceMixin, serializers.ModelSerializer):
                 raise serializers.ValidationError(f'The task and its project should be in the same organization.')
 
         labels = validated_data.pop('label_set', [])
-        db_task = models.Task.objects.create(**validated_data)
+
+        # configure source/target storages for import/export
+        storages = _configure_related_storages({
+            'source_storage': validated_data.pop('source_storage', None),
+            'target_storage': validated_data.pop('target_storage', None),
+        })
+
+        db_task = models.Task.objects.create(
+            **storages,
+            **validated_data)
+
         label_colors = list()
         for label in labels:
             attributes = label.pop('attributespec_set')
@@ -468,7 +506,7 @@ class TaskSerializer(WriteOnceMixin, serializers.ModelSerializer):
                     del attr['id']
                 models.AttributeSpec.objects.create(label=db_label, **attr)
 
-        task_path = db_task.get_task_dirname()
+        task_path = db_task.get_dirname()
         if os.path.isdir(task_path):
             shutil.rmtree(task_path)
 
@@ -478,12 +516,6 @@ class TaskSerializer(WriteOnceMixin, serializers.ModelSerializer):
         db_task.save()
         return db_task
 
-    def to_representation(self, instance):
-        response = super().to_representation(instance)
-        if instance.project_id:
-            response["labels"] = LabelSerializer(many=True).to_representation(instance.project.label_set)
-        return response
-
     # pylint: disable=no-self-use
     def update(self, instance, validated_data):
         instance.name = validated_data.get('name', instance.name)
@@ -500,7 +532,7 @@ class TaskSerializer(WriteOnceMixin, serializers.ModelSerializer):
         if validated_project_id is not None and validated_project_id != instance.project_id:
             project = models.Project.objects.get(id=validated_project_id)
             if project.tasks.count() and project.tasks.first().dimension != instance.dimension:
-                    raise serializers.ValidationError(f'Dimension ({instance.dimension}) of the task must be the same as other tasks in project ({project.tasks.first().dimension})')
+                raise serializers.ValidationError(f'Dimension ({instance.dimension}) of the task must be the same as other tasks in project ({project.tasks.first().dimension})')
             if instance.project_id is None:
                 for old_label in instance.label_set.all():
                     try:
@@ -536,6 +568,9 @@ class TaskSerializer(WriteOnceMixin, serializers.ModelSerializer):
                         )
             instance.project = project
 
+        # update source and target storages
+        _update_related_storages(instance, validated_data)
+
         instance.save()
         return instance
 
@@ -547,6 +582,7 @@ class TaskSerializer(WriteOnceMixin, serializers.ModelSerializer):
                 project = models.Project.objects.filter(id=project_id).first()
                 if project is None:
                     raise serializers.ValidationError(f'Cannot find project with ID {project_id}')
+
             # Check that all labels can be mapped
             new_label_names = set()
             old_labels = self.instance.project.label_set.all() if self.instance.project_id else self.instance.label_set.all()
@@ -577,22 +613,26 @@ class ProjectSearchSerializer(serializers.ModelSerializer):
         fields = ('id', 'name')
         read_only_fields = ('name',)
 
-class ProjectSerializer(serializers.ModelSerializer):
+class ProjectReadSerializer(serializers.ModelSerializer):
     labels = LabelSerializer(many=True, source='label_set', partial=True, default=[])
     owner = BasicUserSerializer(required=False, read_only=True)
-    owner_id = serializers.IntegerField(write_only=True, allow_null=True, required=False)
+    assignee = BasicUserSerializer(allow_null=True, required=False, read_only=True)
-    assignee = BasicUserSerializer(allow_null=True, required=False)
-    assignee_id = serializers.IntegerField(write_only=True, allow_null=True, required=False)
     task_subsets = serializers.ListField(child=serializers.CharField(), required=False)
     dimension = serializers.CharField(max_length=16, required=False, read_only=True)
+    target_storage = StorageSerializer(required=False)
+    source_storage = StorageSerializer(required=False)
 
     class Meta:
         model = models.Project
         fields = ('url', 'id', 'name', 'labels', 'tasks', 'owner', 'assignee',
-            'owner_id', 'assignee_id', 'bug_tracker', 'task_subsets',
+            'bug_tracker', 'task_subsets', # 'owner_id', 'assignee_id',
-            'created_date', 'updated_date', 'status', 'dimension', 'organization')
+            'created_date', 'updated_date', 'status', 'dimension', 'organization',
+            'target_storage', 'source_storage',
+        )
         read_only_fields = ('created_date', 'updated_date', 'status', 'owner',
-            'assignee', 'task_subsets', 'dimension', 'organization', 'tasks')
+            'assignee', 'task_subsets', 'dimension', 'organization', 'tasks',
+            'target_storage', 'source_storage',
+        )
 
     def to_representation(self, instance):
         response = super().to_representation(instance)
@@ -602,10 +642,38 @@ class ProjectSerializer(serializers.ModelSerializer):
         response['dimension'] = instance.tasks.first().dimension if instance.tasks.count() else None
         return response
 
+class ProjectWriteSerializer(serializers.ModelSerializer):
+    labels = LabelSerializer(many=True, source='label_set', partial=True, default=[])
+    owner_id = serializers.IntegerField(write_only=True, allow_null=True, required=False)
+    assignee_id = serializers.IntegerField(write_only=True, allow_null=True, required=False)
+    task_subsets = serializers.ListField(child=serializers.CharField(), required=False)
+
+    target_storage = StorageSerializer(required=False)
+    source_storage = StorageSerializer(required=False)
+
+    class Meta:
+        model = models.Project
+        fields = ('name', 'labels', 'owner_id', 'assignee_id', 'bug_tracker',
+            'target_storage', 'source_storage', 'task_subsets',
+        )
+
+    def to_representation(self, instance):
+        serializer = ProjectReadSerializer(instance, context=self.context)
+        return serializer.data
+
     # pylint: disable=no-self-use
     def create(self, validated_data):
         labels = validated_data.pop('label_set')
-        db_project = models.Project.objects.create(**validated_data)
+
+        # configure source/target storages for import/export
+        storages = _configure_related_storages({
+            'source_storage': validated_data.pop('source_storage', None),
+            'target_storage': validated_data.pop('target_storage', None),
+        })
+
+        db_project = models.Project.objects.create(
+            **storages,
+            **validated_data)
         label_colors = list()
         for label in labels:
             if label.get('id', None):
@@ -620,7 +688,7 @@ class ProjectSerializer(serializers.ModelSerializer):
                     del attr['id']
                 models.AttributeSpec.objects.create(label=db_label, **attr)
 
-        project_path = db_project.get_project_dirname()
+        project_path = db_project.get_dirname()
         if os.path.isdir(project_path):
             shutil.rmtree(project_path)
         os.makedirs(db_project.get_project_logs_dirname())
@@ -637,6 +705,9 @@ class ProjectSerializer(serializers.ModelSerializer):
         for label in labels:
             LabelSerializer.update_instance(label, instance)
 
+        # update source and target storages
+        _update_related_storages(instance, validated_data)
+
         instance.save()
         return instance
 
@@ -976,19 +1047,19 @@ class CloudStorageWriteSerializer(serializers.ModelSerializer):
 
     @staticmethod
     def _manifests_validation(storage, manifests):
-            # check manifest files availability
+        # check manifest files availability
-            for manifest in manifests:
+        for manifest in manifests:
-                file_status = storage.get_file_status(manifest)
+            file_status = storage.get_file_status(manifest)
-                if file_status == Status.NOT_FOUND:
+            if file_status == Status.NOT_FOUND:
-                    raise serializers.ValidationError({
+                raise serializers.ValidationError({
-                        'manifests': "The '{}' file does not exist on '{}' cloud storage" \
+                    'manifests': "The '{}' file does not exist on '{}' cloud storage" \
-                            .format(manifest, storage.name)
+                        .format(manifest, storage.name)
-                    })
+                })
-                elif file_status == Status.FORBIDDEN:
+            elif file_status == Status.FORBIDDEN:
-                    raise serializers.ValidationError({
+                raise serializers.ValidationError({
-                        'manifests': "The '{}' file does not available on '{}' cloud storage. Access denied" \
+                    'manifests': "The '{}' file does not available on '{}' cloud storage. Access denied" \
-                            .format(manifest, storage.name)
+                        .format(manifest, storage.name)
-                    })
+                })
 
     def create(self, validated_data):
         provider_type = validated_data.get('provider_type')
@@ -1140,3 +1211,61 @@ class RelatedFileSerializer(serializers.ModelSerializer):
         model = models.RelatedFile
         fields = '__all__'
         read_only_fields = ('path',)
+
+
+def _update_related_storages(instance, validated_data):
+    for storage in ('source_storage', 'target_storage'):
+        new_conf = validated_data.pop(storage, None)
+
+        if not new_conf:
+            continue
+
+        cloud_storage_id = new_conf.get('cloud_storage_id')
+        if cloud_storage_id:
+            _validate_existence_of_cloud_storage(cloud_storage_id)
+
+        # storage_instance maybe None
+        storage_instance = getattr(instance, storage)
+        if not storage_instance:
+            storage_instance = models.Storage(**new_conf)
+            storage_instance.save()
+            setattr(instance, storage, storage_instance)
+            continue
+
+        new_location = new_conf.get('location')
+        storage_instance.location = new_location or storage_instance.location
+        storage_instance.cloud_storage_id = new_conf.get('cloud_storage_id', \
+            storage_instance.cloud_storage_id if not new_location else None)
+
+        cloud_storage_id = storage_instance.cloud_storage_id
+        if cloud_storage_id:
+            try:
+                _ = models.CloudStorage.objects.get(id=cloud_storage_id)
+            except models.CloudStorage.DoesNotExist:
+                raise serializers.ValidationError(f'The specified cloud storage {cloud_storage_id} does not exist.')
+
+        storage_instance.save()
+
+def _configure_related_storages(validated_data):
+
+    storages = {
+        'source_storage': None,
+        'target_storage': None,
+    }
+
+    for i in storages:
+        storage_conf = validated_data.get(i)
+        if storage_conf:
+            cloud_storage_id = storage_conf.get('cloud_storage_id')
+            if cloud_storage_id:
+                _validate_existence_of_cloud_storage(cloud_storage_id)
+            storage_instance = models.Storage(**storage_conf)
+            storage_instance.save()
+            storages[i] = storage_instance
+    return storages
+
+def _validate_existence_of_cloud_storage(cloud_storage_id):
+    try:
+        _ = models.CloudStorage.objects.get(id=cloud_storage_id)
+    except models.CloudStorage.DoesNotExist:
+        raise serializers.ValidationError(f'The specified cloud storage {cloud_storage_id} does not exist.')

cvat/apps/engine/signals.py

@@ -39,7 +39,7 @@ def create_profile(instance, **kwargs):
 
 @receiver(post_delete, sender=Task, dispatch_uid="delete_task_files_on_delete_task")
 def delete_task_files_on_delete_task(instance, **kwargs):
-    shutil.rmtree(instance.get_task_dirname(), ignore_errors=True)
+    shutil.rmtree(instance.get_dirname(), ignore_errors=True)
 
 
 @receiver(post_delete, sender=Data, dispatch_uid="delete_data_files_on_delete_data")

cvat/apps/engine/task.py

@@ -112,6 +112,12 @@ def _save_task_to_db(db_task):
         db_job = models.Job(segment=db_segment)
         db_job.save()
 
+        # create job directory
+        job_path = db_job.get_dirname()
+        if os.path.isdir(job_path):
+            shutil.rmtree(job_path)
+        os.makedirs(job_path)
+
 
     db_task.data.save()
     db_task.save()
@@ -489,7 +495,7 @@ def _create_thread(db_task, data, isBackupRestore=False, isDatasetImport=False):
     # calculate chunk size if it isn't specified
     if db_data.chunk_size is None:
         if isinstance(compressed_chunk_writer, ZipCompressedChunkWriter):
-            if not (db_data.storage == models.StorageChoice.CLOUD_STORAGE):
+            if not db_data.storage == models.StorageChoice.CLOUD_STORAGE:
                 w, h = extractor.get_image_size(0)
             else:
                 img_properties = manifest[0]
@@ -507,7 +513,7 @@ def _create_thread(db_task, data, isBackupRestore=False, isDatasetImport=False):
         job.save_meta()
 
     if settings.USE_CACHE and db_data.storage_method == models.StorageMethodChoice.CACHE:
-       for media_type, media_files in media.items():
+        for media_type, media_files in media.items():
 
             if not media_files:
                 continue

cvat/apps/engine/tests/test_rest_api.py

@@ -80,8 +80,8 @@ def create_db_task(data):
 
     labels = data.pop('labels', None)
     db_task = Task.objects.create(**data)
-    shutil.rmtree(db_task.get_task_dirname(), ignore_errors=True)
+    shutil.rmtree(db_task.get_dirname(), ignore_errors=True)
-    os.makedirs(db_task.get_task_dirname())
+    os.makedirs(db_task.get_dirname())
     os.makedirs(db_task.get_task_logs_dirname())
     os.makedirs(db_task.get_task_artifacts_dirname())
     db_task.data = db_data
@@ -117,8 +117,8 @@ def create_db_task(data):
 def create_db_project(data):
     labels = data.pop('labels', None)
     db_project = Project.objects.create(**data)
-    shutil.rmtree(db_project.get_project_dirname(), ignore_errors=True)
+    shutil.rmtree(db_project.get_dirname(), ignore_errors=True)
-    os.makedirs(db_project.get_project_dirname())
+    os.makedirs(db_project.get_dirname())
     os.makedirs(db_project.get_project_logs_dirname())
 
     if not labels is None:
@@ -1979,11 +1979,11 @@ class TaskDeleteAPITestCase(APITestCase):
 
     def test_api_v2_tasks_delete_task_data_after_delete_task(self):
         for task in self.tasks:
-            task_dir = task.get_task_dirname()
+            task_dir = task.get_dirname()
             self.assertTrue(os.path.exists(task_dir))
         self._check_api_v2_tasks_id(self.admin)
         for task in self.tasks:
-            task_dir = task.get_task_dirname()
+            task_dir = task.get_dirname()
             self.assertFalse(os.path.exists(task_dir))
 
 class TaskUpdateAPITestCase(APITestCase):
@@ -2418,7 +2418,7 @@ class TaskMoveAPITestCase(APITestCase):
     def _check_api_v2_tasks(self, tid, data, expected_status=status.HTTP_200_OK):
         response = self._run_api_v2_tasks_id(tid, data)
         self.assertEqual(response.status_code, expected_status)
-        if (expected_status == status.HTTP_200_OK):
+        if expected_status == status.HTTP_200_OK:
             self._check_response(response, data)
 
     def test_move_task_bad_request(self):
@@ -2936,6 +2936,8 @@ class TaskImportExportAPITestCase(APITestCase):
                             "created_date",
                             "updated_date",
                             "data",
+                            "source_storage",
+                            "target_storage",
                         ),
                     )
 

cvat/apps/engine/views.py

@@ -15,6 +15,7 @@ from tempfile import mkstemp, NamedTemporaryFile
 
 import cv2
 from django.db.models.query import Prefetch
+from django.shortcuts import get_object_or_404
 import django_rq
 from django.apps import apps
 from django.conf import settings
@@ -40,7 +41,8 @@ from django_sendfile import sendfile
 
 import cvat.apps.dataset_manager as dm
 import cvat.apps.dataset_manager.views  # pylint: disable=unused-import
-from cvat.apps.engine.cloud_provider import get_cloud_storage_instance, Credentials, Status as CloudStorageStatus
+from cvat.apps.engine.cloud_provider import (
+    db_storage_to_storage_instance, validate_bucket_status, Status as CloudStorageStatus)
 from cvat.apps.dataset_manager.bindings import CvatImportError
 from cvat.apps.dataset_manager.serializers import DatasetFormatsSerializer
 from cvat.apps.engine.frame_provider import FrameProvider
@@ -49,22 +51,23 @@ from cvat.apps.engine.mime_types import mimetypes
 from cvat.apps.engine.models import (
     Job, Task, Project, Issue, Data,
     Comment, StorageMethodChoice, StorageChoice, Image,
-    CloudProviderChoice
+    CloudProviderChoice, Location
 )
 from cvat.apps.engine.models import CloudStorage as CloudStorageModel
 from cvat.apps.engine.serializers import (
     AboutSerializer, AnnotationFileSerializer, BasicUserSerializer,
     DataMetaReadSerializer, DataMetaWriteSerializer, DataSerializer, ExceptionSerializer,
     FileInfoSerializer, JobReadSerializer, JobWriteSerializer, LabeledDataSerializer,
-    LogEventSerializer, ProjectSerializer, ProjectSearchSerializer,
+    LogEventSerializer, ProjectReadSerializer, ProjectWriteSerializer, ProjectSearchSerializer,
-    RqStatusSerializer, TaskSerializer, UserSerializer, PluginsSerializer, IssueReadSerializer,
+    RqStatusSerializer, TaskReadSerializer, TaskWriteSerializer, UserSerializer, PluginsSerializer, IssueReadSerializer,
     IssueWriteSerializer, CommentReadSerializer, CommentWriteSerializer, CloudStorageWriteSerializer,
-    CloudStorageReadSerializer, DatasetFileSerializer, JobCommitSerializer)
+    CloudStorageReadSerializer, DatasetFileSerializer, JobCommitSerializer,
+    ProjectFileSerializer, TaskFileSerializer)
 
 from utils.dataset_manifest import ImageManifestManager
 from cvat.apps.engine.utils import av_scan_paths
 from cvat.apps.engine import backup
-from cvat.apps.engine.mixins import UploadMixin
+from cvat.apps.engine.mixins import UploadMixin, AnnotationMixin, SerializeMixin
 
 from . import models, task
 from .log import clogger, slogger
@@ -72,6 +75,7 @@ from cvat.apps.iam.permissions import (CloudStoragePermission,
     CommentPermission, IssuePermission, JobPermission, ProjectPermission,
     TaskPermission, UserPermission)
 
+
 @extend_schema(tags=['server'])
 class ServerViewSet(viewsets.ViewSet):
     serializer_class = None
@@ -226,18 +230,18 @@ class ServerViewSet(viewsets.ViewSet):
         responses={
             '200': PolymorphicProxySerializer(component_name='PolymorphicProject',
                 serializers=[
-                    ProjectSerializer, ProjectSearchSerializer,
+                    ProjectReadSerializer, ProjectSearchSerializer,
                 ], resource_type_field_name='name', many=True),
         }),
     create=extend_schema(
         summary='Method creates a new project',
         responses={
-            '201': ProjectSerializer,
+            '201': ProjectWriteSerializer,
         }),
     retrieve=extend_schema(
         summary='Method returns details of a specific project',
         responses={
-            '200': ProjectSerializer,
+            '200': ProjectReadSerializer,
         }),
     destroy=extend_schema(
         summary='Method deletes a specific project',
@@ -247,10 +251,10 @@ class ServerViewSet(viewsets.ViewSet):
     partial_update=extend_schema(
         summary='Methods does a partial update of chosen fields in a project',
         responses={
-            '200': ProjectSerializer,
+            '200': ProjectWriteSerializer,
         })
 )
-class ProjectViewSet(viewsets.ModelViewSet, UploadMixin):
+class ProjectViewSet(viewsets.ModelViewSet, UploadMixin, AnnotationMixin, SerializeMixin):
     queryset = models.Project.objects.prefetch_related(Prefetch('label_set',
         queryset=models.Label.objects.order_by('id')
     ))
@@ -267,9 +271,12 @@ class ProjectViewSet(viewsets.ModelViewSet, UploadMixin):
 
     def get_serializer_class(self):
         if self.request.path.endswith('tasks'):
-            return TaskSerializer
+            return TaskReadSerializer
         else:
-            return ProjectSerializer
+            if self.request.method in SAFE_METHODS:
+                return ProjectReadSerializer
+            else:
+                return ProjectWriteSerializer
 
     def get_queryset(self):
         queryset = super().get_queryset()
@@ -285,9 +292,9 @@ class ProjectViewSet(viewsets.ModelViewSet, UploadMixin):
     @extend_schema(
         summary='Method returns information of the tasks of the project with the selected id',
         responses={
-            '200': TaskSerializer(many=True),
+            '200': TaskReadSerializer(many=True),
         })
-    @action(detail=True, methods=['GET'], serializer_class=TaskSerializer)
+    @action(detail=True, methods=['GET'], serializer_class=TaskReadSerializer)
     def tasks(self, request, pk):
         self.get_object() # force to call check_object_permissions
         queryset = Task.objects.filter(project_id=pk).order_by('-id')
@@ -311,7 +318,15 @@ class ProjectViewSet(viewsets.ModelViewSet, UploadMixin):
             OpenApiParameter('filename', description='Desired output file name',
                 location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False),
             OpenApiParameter('action', description='Used to start downloading process after annotation file had been created',
-                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False, enum=['download', 'import_status'])
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False, enum=['download', 'import_status']),
+            OpenApiParameter('location', description='Where need to save downloaded dataset',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False,
+                enum=Location.list()),
+            OpenApiParameter('cloud_storage_id', description='Storage id',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.NUMBER, required=False),
+            OpenApiParameter('use_default_location', description='Use the location that was configured in project to import dataset',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.BOOL, required=False,
+                default=True),
         ],
         responses={
             '200': OpenApiResponse(description='Download of file started'),
@@ -323,7 +338,17 @@ class ProjectViewSet(viewsets.ModelViewSet, UploadMixin):
         parameters=[
             OpenApiParameter('format', description='Desired dataset format name\n'
                 'You can get the list of supported formats at:\n/server/annotation/formats',
-                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=True)
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=True),
+            OpenApiParameter('location', description='Where to import the dataset from',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False,
+                enum=Location.list()),
+            OpenApiParameter('cloud_storage_id', description='Storage id',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.NUMBER, required=False),
+            OpenApiParameter('use_default_location', description='Use the location that was configured in the project to import annotations',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.BOOL, required=False,
+                default=True),
+            OpenApiParameter('filename', description='Dataset file name',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False),
         ],
         responses={
             '202': OpenApiResponse(description='Exporting has been started'),
@@ -335,8 +360,15 @@ class ProjectViewSet(viewsets.ModelViewSet, UploadMixin):
     def dataset(self, request, pk):
         self._object = self.get_object() # force to call check_object_permissions
 
-        if request.method == 'POST' or request.method == 'OPTIONS':
+        if request.method in {'POST', 'OPTIONS'}:
-            return self.upload_data(request)
+
+            return self.import_annotations(
+                request=request,
+                pk=pk,
+                db_obj=self._object,
+                import_func=_import_project_dataset,
+                rq_func=dm.project.import_dataset_as_project
+            )
         else:
             action = request.query_params.get("action", "").lower()
             if action in ("import_status",):
@@ -363,15 +395,12 @@ class ProjectViewSet(viewsets.ModelViewSet, UploadMixin):
                         status=status.HTTP_202_ACCEPTED
                     )
             else:
-                format_name = request.query_params.get("format", "")
+                return self.export_annotations(
-                return _export_annotations(
-                    db_instance=self._object,
-                    rq_id="/api/project/{}/dataset/{}".format(pk, format_name),
                     request=request,
-                    action=action,
+                    pk=pk,
-                    callback=dm.views.export_project_as_dataset,
+                    db_obj=self._object,
-                    format_name=format_name,
+                    export_func=_export_annotations,
-                    filename=request.query_params.get("filename", "").lower(),
+                    callback=dm.views.export_project_as_dataset
                 )
 
     @action(detail=True, methods=['HEAD', 'PATCH'], url_path='dataset/'+UploadMixin.file_id_regex)
@@ -423,7 +452,15 @@ class ProjectViewSet(viewsets.ModelViewSet, UploadMixin):
             OpenApiParameter('filename', description='Desired output file name',
                 location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False),
             OpenApiParameter('action', description='Used to start downloading process after annotation file had been created',
-                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False, enum=['download'])
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False, enum=['download']),
+            OpenApiParameter('location', description='Where need to save downloaded dataset',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False,
+                enum=Location.list()),
+            OpenApiParameter('cloud_storage_id', description='Storage id',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.NUMBER, required=False),
+            OpenApiParameter('use_default_location', description='Use the location that was configured in project to export annotation',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.BOOL, required=False,
+                default=True),
         ],
         responses={
             '200': OpenApiResponse(description='Download of file started'),
@@ -435,21 +472,30 @@ class ProjectViewSet(viewsets.ModelViewSet, UploadMixin):
     @action(detail=True, methods=['GET'],
         serializer_class=LabeledDataSerializer)
     def annotations(self, request, pk):
-        db_project = self.get_object() # force to call check_object_permissions
+        self._object = self.get_object() # force to call check_object_permissions
-        format_name = request.query_params.get('format')
+        return self.export_annotations(
-        if format_name:
+            request=request,
-            return _export_annotations(db_instance=db_project,
+            pk=pk,
-                rq_id="/api/projects/{}/annotations/{}".format(pk, format_name),
+            db_obj=self._object,
-                request=request,
+            export_func=_export_annotations,
-                action=request.query_params.get("action", "").lower(),
+            callback=dm.views.export_project_annotations,
-                callback=dm.views.export_project_annotations,
+            get_data=dm.task.get_job_data,
-                format_name=format_name,
+        )
-                filename=request.query_params.get("filename", "").lower(),
-            )
-        else:
-            return Response("Format is not specified",status=status.HTTP_400_BAD_REQUEST)
 
     @extend_schema(summary='Methods creates a backup copy of a project',
+        parameters=[
+            OpenApiParameter('action', location=OpenApiParameter.QUERY,
+                description='Used to start downloading process after backup file had been created',
+                type=OpenApiTypes.STR, required=False, enum=['download']),
+            OpenApiParameter('location', description='Where need to save downloaded backup',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False,
+                enum=Location.list()),
+            OpenApiParameter('cloud_storage_id', description='Storage id',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.NUMBER, required=False),
+            OpenApiParameter('use_default_location', description='Use the location that was configured in project to export backup',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.BOOL, required=False,
+                default=True),
+        ],
         responses={
             '200': OpenApiResponse(description='Download of file started'),
             '201': OpenApiResponse(description='Output backup file is ready for downloading'),
@@ -457,17 +503,26 @@ class ProjectViewSet(viewsets.ModelViewSet, UploadMixin):
         })
     @action(methods=['GET'], detail=True, url_path='backup')
     def export_backup(self, request, pk=None):
-        db_project = self.get_object() # force to call check_object_permissions
+        return self.serialize(request, backup.export)
-        return backup.export(db_project, request)
 
     @extend_schema(summary='Methods create a project from a backup',
+        parameters=[
+            OpenApiParameter('location', description='Where to import the backup file from',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False,
+                enum=Location.list(), default=Location.LOCAL),
+            OpenApiParameter('cloud_storage_id', description='Storage id',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.NUMBER, required=False),
+            OpenApiParameter('filename', description='Backup file name',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False),
+        ],
+        request=ProjectFileSerializer(required=False),
         responses={
             '201': OpenApiResponse(description='The project has been imported'), # or better specify {id: project_id}
             '202': OpenApiResponse(description='Importing a backup file has been started'),
         })
-    @action(detail=False, methods=['OPTIONS', 'POST'], url_path=r'backup/?$')
+    @action(detail=False, methods=['OPTIONS', 'POST'], url_path=r'backup/?$', serializer_class=ProjectFileSerializer(required=False))
     def import_backup(self, request, pk=None):
-        return self.upload_data(request)
+        return self.deserialize(request, backup.import_project)
 
     @action(detail=False, methods=['HEAD', 'PATCH'], url_path='backup/'+UploadMixin.file_id_regex)
     def append_backup_chunk(self, request, file_id):
@@ -522,6 +577,7 @@ class DataChunkGetter:
         if self.type == 'chunk':
             start_chunk = frame_provider.get_chunk_number(start)
             stop_chunk = frame_provider.get_chunk_number(stop)
+            # pylint: disable=superfluous-parens
             if not (start_chunk <= self.number <= stop_chunk):
                 raise ValidationError('The chunk number should be in ' +
                     f'[{start_chunk}, {stop_chunk}] range')
@@ -571,20 +627,20 @@ class DataChunkGetter:
     list=extend_schema(
         summary='Returns a paginated list of tasks according to query parameters (10 tasks per page)',
         responses={
-            '200': TaskSerializer(many=True),
+            '200': TaskReadSerializer(many=True),
         }),
     create=extend_schema(
         summary='Method creates a new task in a database without any attached images and videos',
         responses={
-            '201': TaskSerializer,
+            '201': TaskWriteSerializer,
         }),
     retrieve=extend_schema(
         summary='Method returns details of a specific task',
-        responses=TaskSerializer),
+        responses=TaskReadSerializer),
     update=extend_schema(
         summary='Method updates a task by id',
         responses={
-            '200': TaskSerializer,
+            '200': TaskWriteSerializer,
         }),
     destroy=extend_schema(
         summary='Method deletes a specific task, all attached jobs, annotations, and data',
@@ -594,15 +650,14 @@ class DataChunkGetter:
     partial_update=extend_schema(
         summary='Methods does a partial update of chosen fields in a task',
         responses={
-            '200': TaskSerializer,
+            '200': TaskWriteSerializer,
         })
 )
-class TaskViewSet(UploadMixin, viewsets.ModelViewSet):
+class TaskViewSet(UploadMixin, AnnotationMixin, viewsets.ModelViewSet, SerializeMixin):
     queryset = Task.objects.prefetch_related(
             Prefetch('label_set', queryset=models.Label.objects.order_by('id')),
             "label_set__attributespec_set",
             "segment_set__job_set")
-    serializer_class = TaskSerializer
     lookup_fields = {'project_name': 'project__name', 'owner': 'owner__username', 'assignee': 'assignee__username'}
     search_fields = ('project_name', 'name', 'owner', 'status', 'assignee', 'subset', 'mode', 'dimension')
     filter_fields = list(search_fields) + ['id', 'project_id', 'updated_date']
@@ -610,6 +665,12 @@ class TaskViewSet(UploadMixin, viewsets.ModelViewSet):
     ordering = "-id"
     iam_organization_field = 'organization'
 
+    def get_serializer_class(self):
+        if self.request.method in SAFE_METHODS:
+            return TaskReadSerializer
+        else:
+            return TaskWriteSerializer
+
     def get_queryset(self):
         queryset = super().get_queryset()
         if self.action == 'list':
@@ -619,19 +680,42 @@ class TaskViewSet(UploadMixin, viewsets.ModelViewSet):
         return queryset
 
     @extend_schema(summary='Method recreates a task from an attached task backup file',
+        parameters=[
+            OpenApiParameter('location', description='Where to import the backup file from',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False,
+                enum=Location.list(), default=Location.LOCAL),
+            OpenApiParameter('cloud_storage_id', description='Storage id',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.NUMBER, required=False),
+            OpenApiParameter('filename', description='Backup file name',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False),
+        ],
+        request=TaskFileSerializer(required=False),
         responses={
             '201': OpenApiResponse(description='The task has been imported'), # or better specify {id: task_id}
             '202': OpenApiResponse(description='Importing a backup file has been started'),
         })
-    @action(detail=False, methods=['OPTIONS', 'POST'], url_path=r'backup/?$')
+    @action(detail=False, methods=['OPTIONS', 'POST'], url_path=r'backup/?$', serializer_class=TaskFileSerializer(required=False))
     def import_backup(self, request, pk=None):
-        return self.upload_data(request)
+        return self.deserialize(request, backup.import_task)
 
     @action(detail=False, methods=['HEAD', 'PATCH'], url_path='backup/'+UploadMixin.file_id_regex)
     def append_backup_chunk(self, request, file_id):
         return self.append_tus_chunk(request, file_id)
 
     @extend_schema(summary='Method backup a specified task',
+        parameters=[
+            OpenApiParameter('action', location=OpenApiParameter.QUERY,
+                description='Used to start downloading process after backup file had been created',
+                type=OpenApiTypes.STR, required=False, enum=['download']),
+            OpenApiParameter('location', description='Where need to save downloaded backup',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False,
+                enum=Location.list()),
+            OpenApiParameter('cloud_storage_id', description='Storage id',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.NUMBER, required=False),
+            OpenApiParameter('use_default_location', description='Use the location that was configured in the task to export backup',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.BOOL, required=False,
+                default=True),
+        ],
         responses={
             '200': OpenApiResponse(description='Download of file started'),
             '201': OpenApiResponse(description='Output backup file is ready for downloading'),
@@ -639,8 +723,7 @@ class TaskViewSet(UploadMixin, viewsets.ModelViewSet):
         })
     @action(methods=['GET'], detail=True, url_path='backup')
     def export_backup(self, request, pk=None):
-        db_task = self.get_object() # force to call check_object_permissions
+        return self.serialize(request, backup.export)
-        return backup.export(db_task, request)
 
     def perform_update(self, serializer):
         instance = serializer.instance
@@ -659,7 +742,7 @@ class TaskViewSet(UploadMixin, viewsets.ModelViewSet):
             assert instance.organization == db_project.organization
 
     def perform_destroy(self, instance):
-        task_dirname = instance.get_task_dirname()
+        task_dirname = instance.get_dirname()
         super().perform_destroy(instance)
         shutil.rmtree(task_dirname, ignore_errors=True)
         if instance.data and not instance.data.tasks.all():
@@ -695,6 +778,7 @@ class TaskViewSet(UploadMixin, viewsets.ModelViewSet):
     # UploadMixin method
     def upload_finished(self, request):
         if self.action == 'annotations':
+            # db_task = self.get_object()
             format_name = request.query_params.get("format", "")
             filename = request.query_params.get("filename", "")
             tmp_dir = self._object.get_tmp_dirname()
@@ -823,7 +907,15 @@ class TaskViewSet(UploadMixin, viewsets.ModelViewSet):
                 location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False),
             OpenApiParameter('action', location=OpenApiParameter.QUERY,
                 description='Used to start downloading process after annotation file had been created',
-                type=OpenApiTypes.STR, required=False, enum=['download'])
+                type=OpenApiTypes.STR, required=False, enum=['download']),
+            OpenApiParameter('location', description='Where need to save downloaded dataset',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False,
+                enum=Location.list()),
+            OpenApiParameter('cloud_storage_id', description='Storage id',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.NUMBER, required=False),
+            OpenApiParameter('use_default_location', description='Use the location that was configured in the task to export annotation',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.BOOL, required=False,
+                default=True),
         ],
         responses={
             '200': OpenApiResponse(description='Download of file started'),
@@ -841,6 +933,26 @@ class TaskViewSet(UploadMixin, viewsets.ModelViewSet):
             '202': OpenApiResponse(description='Uploading has been started'),
             '405': OpenApiResponse(description='Format is not available'),
         })
+    @extend_schema(methods=['POST'], summary='Method allows to upload task annotations from storage',
+        parameters=[
+            OpenApiParameter('format', location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False,
+                description='Input format name\nYou can get the list of supported formats at:\n/server/annotation/formats'),
+            OpenApiParameter('location', description='where to import the annotation from',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False,
+                enum=Location.list()),
+            OpenApiParameter('cloud_storage_id', description='Storage id',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.NUMBER, required=False),
+            OpenApiParameter('use_default_location', description='Use the location that was configured in task to import annotations',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.BOOL, required=False,
+                default=True),
+            OpenApiParameter('filename', description='Annotation file name',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False),
+        ],
+        responses={
+            '201': OpenApiResponse(description='Uploading has finished'),
+            '202': OpenApiResponse(description='Uploading has been started'),
+            '405': OpenApiResponse(description='Format is not available'),
+        })
     @extend_schema(methods=['PATCH'], summary='Method performs a partial update of annotations in a specific task',
         parameters=[
             OpenApiParameter('action', location=OpenApiParameter.QUERY, required=True,
@@ -851,27 +963,26 @@ class TaskViewSet(UploadMixin, viewsets.ModelViewSet):
             '204': OpenApiResponse(description='The annotation has been deleted'),
         })
     @action(detail=True, methods=['GET', 'DELETE', 'PUT', 'PATCH', 'POST', 'OPTIONS'], url_path=r'annotations/?$',
-        serializer_class=LabeledDataSerializer)
+        serializer_class=LabeledDataSerializer(required=False))
     def annotations(self, request, pk):
         self._object = self.get_object() # force to call check_object_permissions
         if request.method == 'GET':
-            format_name = request.query_params.get('format')
+            return self.export_annotations(
-            if format_name:
+                request=request,
-                return _export_annotations(db_instance=self._object,
+                pk=pk,
-                    rq_id="/api/tasks/{}/annotations/{}".format(pk, format_name),
+                db_obj=self._object,
-                    request=request,
+                export_func=_export_annotations,
-                    action=request.query_params.get("action", "").lower(),
+                callback=dm.views.export_task_annotations,
-                    callback=dm.views.export_task_annotations,
+                get_data=dm.task.get_task_data,
-                    format_name=format_name,
+            )
-                    filename=request.query_params.get("filename", "").lower(),
-                )
-            else:
-                data = dm.task.get_task_data(pk)
-                serializer = LabeledDataSerializer(data=data)
-                if serializer.is_valid(raise_exception=True):
-                    return Response(serializer.data)
         elif request.method == 'POST' or request.method == 'OPTIONS':
-            return self.upload_data(request)
+            return self.import_annotations(
+                request=request,
+                pk=pk,
+                db_obj=self._object,
+                import_func=_import_annotations,
+                rq_func=dm.task.import_task_annotations,
+            )
         elif request.method == 'PUT':
             format_name = request.query_params.get('format')
             if format_name:
@@ -991,7 +1102,15 @@ class TaskViewSet(UploadMixin, viewsets.ModelViewSet):
                 location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False),
             OpenApiParameter('action', location=OpenApiParameter.QUERY,
                 description='Used to start downloading process after annotation file had been created',
-                type=OpenApiTypes.STR, required=False, enum=['download'])
+                type=OpenApiTypes.STR, required=False, enum=['download']),
+            OpenApiParameter('use_default_location', description='Use the location that was configured in task to export annotations',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.BOOL, required=False,
+                default=True),
+            OpenApiParameter('location', description='Where need to save downloaded dataset',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False,
+                enum=Location.list()),
+            OpenApiParameter('cloud_storage_id', description='Storage id',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.NUMBER, required=False),
         ],
         responses={
             '200': OpenApiResponse(description='Download of file started'),
@@ -1002,16 +1121,14 @@ class TaskViewSet(UploadMixin, viewsets.ModelViewSet):
     @action(detail=True, methods=['GET'], serializer_class=None,
         url_path='dataset')
     def dataset_export(self, request, pk):
-        db_task = self.get_object() # force to call check_object_permissions
+        self._object = self.get_object() # force to call check_object_permissions
 
-        format_name = request.query_params.get("format", "")
+        return self.export_annotations(
-        return _export_annotations(db_instance=db_task,
-            rq_id="/api/tasks/{}/dataset/{}".format(pk, format_name),
             request=request,
-            action=request.query_params.get("action", "").lower(),
+            pk=pk,
-            callback=dm.views.export_task_as_dataset,
+            db_obj=self._object,
-            format_name=format_name,
+            export_func=_export_annotations,
-            filename=request.query_params.get("filename", "").lower(),
+            callback=dm.views.export_task_as_dataset
         )
 
 @extend_schema(tags=['jobs'])
@@ -1038,7 +1155,7 @@ class TaskViewSet(UploadMixin, viewsets.ModelViewSet):
         })
 )
 class JobViewSet(viewsets.GenericViewSet, mixins.ListModelMixin,
-    mixins.RetrieveModelMixin, mixins.UpdateModelMixin, UploadMixin):
+    mixins.RetrieveModelMixin, mixins.UpdateModelMixin, UploadMixin, AnnotationMixin):
     queryset = Job.objects.all()
     iam_organization_field = 'segment__task__organization'
     search_fields = ('task_name', 'project_name', 'assignee', 'state', 'stage')
@@ -1051,7 +1168,6 @@ class JobViewSet(viewsets.GenericViewSet, mixins.ListModelMixin,
         'project_id': 'segment__task__project_id',
         'task_name': 'segment__task__name',
         'project_name': 'segment__task__project__name',
-        'updated_date': 'segment__task__updated_date',
         'assignee': 'assignee__username'
     }
 
@@ -1099,8 +1215,49 @@ class JobViewSet(viewsets.GenericViewSet, mixins.ListModelMixin,
                         status=status.HTTP_400_BAD_REQUEST)
 
     @extend_schema(methods=['GET'], summary='Method returns annotations for a specific job',
+        parameters=[
+            OpenApiParameter('format', location=OpenApiParameter.QUERY,
+                description='Desired output format name\nYou can get the list of supported formats at:\n/server/annotation/formats',
+                type=OpenApiTypes.STR, required=False),
+            OpenApiParameter('filename', description='Desired output file name',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False),
+            OpenApiParameter('action', location=OpenApiParameter.QUERY,
+                description='Used to start downloading process after annotation file had been created',
+                type=OpenApiTypes.STR, required=False, enum=['download']),
+            OpenApiParameter('location', description='Where need to save downloaded annotation',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False,
+                enum=Location.list()),
+            OpenApiParameter('cloud_storage_id', description='Storage id',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.NUMBER, required=False),
+            OpenApiParameter('use_default_location', description='Use the location that was configured in the task to export annotation',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.BOOL, required=False,
+                default=True),
+        ],
+        responses={
+            '200': LabeledDataSerializer,
+            '201': OpenApiResponse(description='Output file is ready for downloading'),
+            '202': OpenApiResponse(description='Exporting has been started'),
+            '405': OpenApiResponse(description='Format is not available'),
+        })
+    @extend_schema(methods=['POST'], summary='Method allows to upload job annotations',
+        parameters=[
+            OpenApiParameter('format', location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False,
+                description='Input format name\nYou can get the list of supported formats at:\n/server/annotation/formats'),
+            OpenApiParameter('location', description='where to import the annotation from',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False,
+                enum=Location.list()),
+            OpenApiParameter('cloud_storage_id', description='Storage id',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.NUMBER, required=False),
+            OpenApiParameter('use_default_location', description='Use the location that was configured in the task to import annotation',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.BOOL, required=False,
+                default=True),
+            OpenApiParameter('filename', description='Annotation file name',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False),
+        ],
         responses={
-            '200': LabeledDataSerializer(many=True),
+            '201': OpenApiResponse(description='Uploading has finished'),
+            '202': OpenApiResponse(description='Uploading has been started'),
+            '405': OpenApiResponse(description='Format is not available'),
         })
     @extend_schema(methods=['PUT'], summary='Method performs an update of all annotations in a specific job',
         request=AnnotationFileSerializer, responses={
@@ -1126,10 +1283,24 @@ class JobViewSet(viewsets.GenericViewSet, mixins.ListModelMixin,
     def annotations(self, request, pk):
         self._object = self.get_object() # force to call check_object_permissions
         if request.method == 'GET':
-            data = dm.task.get_job_data(pk)
+            return self.export_annotations(
-            return Response(data)
+                request=request,
+                pk=pk,
+                db_obj=self._object.segment.task,
+                export_func=_export_annotations,
+                callback=dm.views.export_job_annotations,
+                get_data=dm.task.get_job_data,
+            )
+
         elif request.method == 'POST' or request.method == 'OPTIONS':
-            return self.upload_data(request)
+            return self.import_annotations(
+                request=request,
+                pk=pk,
+                db_obj=self._object.segment.task,
+                import_func=_import_annotations,
+                rq_func=dm.task.import_job_annotations,
+            )
+
         elif request.method == 'PUT':
             format_name = request.query_params.get('format', '')
             if format_name:
@@ -1169,6 +1340,44 @@ class JobViewSet(viewsets.GenericViewSet, mixins.ListModelMixin,
         self._object = self.get_object()
         return self.append_tus_chunk(request, file_id)
 
+    @extend_schema(summary='Export job as a dataset in a specific format',
+        parameters=[
+            OpenApiParameter('format', location=OpenApiParameter.QUERY,
+                description='Desired output format name\nYou can get the list of supported formats at:\n/server/annotation/formats',
+                type=OpenApiTypes.STR, required=True),
+            OpenApiParameter('filename', description='Desired output file name',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False),
+            OpenApiParameter('action', location=OpenApiParameter.QUERY,
+                description='Used to start downloading process after annotation file had been created',
+                type=OpenApiTypes.STR, required=False, enum=['download']),
+            OpenApiParameter('use_default_location', description='Use the location that was configured in the task to export dataset',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.BOOL, required=False,
+                default=True),
+            OpenApiParameter('location', description='Where need to save downloaded dataset',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.STR, required=False,
+                enum=Location.list()),
+            OpenApiParameter('cloud_storage_id', description='Storage id',
+                location=OpenApiParameter.QUERY, type=OpenApiTypes.NUMBER, required=False),
+        ],
+        responses={
+            '200': OpenApiResponse(description='Download of file started'),
+            '201': OpenApiResponse(description='Output file is ready for downloading'),
+            '202': OpenApiResponse(description='Exporting has been started'),
+            '405': OpenApiResponse(description='Format is not available'),
+        })
+    @action(detail=True, methods=['GET'], serializer_class=None,
+        url_path='dataset')
+    def dataset_export(self, request, pk):
+        self._object = self.get_object() # force to call check_object_permissions
+
+        return self.export_annotations(
+            request=request,
+            pk=pk,
+            db_obj=self._object.segment.task,
+            export_func=_export_annotations,
+            callback=dm.views.export_job_as_dataset
+        )
+
     @extend_schema(
         summary='Method returns list of issues for the job',
         responses={
@@ -1589,12 +1798,12 @@ class CloudStorageViewSet(viewsets.ModelViewSet):
         except IntegrityError:
             response = HttpResponseBadRequest('Same storage already exists')
         except ValidationError as exceptions:
-                msg_body = ""
+            msg_body = ""
-                for ex in exceptions.args:
+            for ex in exceptions.args:
-                    for field, ex_msg in ex.items():
+                for field, ex_msg in ex.items():
-                        msg_body += ': '.join([field, ex_msg if isinstance(ex_msg, str) else str(ex_msg[0])])
+                    msg_body += ': '.join([field, ex_msg if isinstance(ex_msg, str) else str(ex_msg[0])])
-                        msg_body += '\n'
+                    msg_body += '\n'
-                return HttpResponseBadRequest(msg_body)
+            return HttpResponseBadRequest(msg_body)
         except APIException as ex:
             return Response(data=ex.get_full_details(), status=ex.status_code)
         except Exception as ex:
@@ -1614,17 +1823,7 @@ class CloudStorageViewSet(viewsets.ModelViewSet):
         storage = None
         try:
             db_storage = self.get_object()
-            credentials = Credentials()
+            storage = db_storage_to_storage_instance(db_storage)
-            credentials.convert_from_db({
-                'type': db_storage.credentials_type,
-                'value': db_storage.credentials,
-            })
-            details = {
-                'resource': db_storage.resource,
-                'credentials': credentials,
-                'specific_attributes': db_storage.get_specific_attributes()
-            }
-            storage = get_cloud_storage_instance(cloud_provider=db_storage.provider_type, **details)
             if not db_storage.manifests.count():
                 raise Exception('There is no manifest file')
             manifest_path = request.query_params.get('manifest_path', db_storage.manifests.first().filename)
@@ -1675,17 +1874,7 @@ class CloudStorageViewSet(viewsets.ModelViewSet):
         try:
             db_storage = self.get_object()
             if not os.path.exists(db_storage.get_preview_path()):
-                credentials = Credentials()
+                storage = db_storage_to_storage_instance(db_storage)
-                credentials.convert_from_db({
-                    'type': db_storage.credentials_type,
-                    'value': db_storage.credentials,
-                })
-                details = {
-                    'resource': db_storage.resource,
-                    'credentials': credentials,
-                    'specific_attributes': db_storage.get_specific_attributes()
-                }
-                storage = get_cloud_storage_instance(cloud_provider=db_storage.provider_type, **details)
                 if not db_storage.manifests.count():
                     raise Exception('Cannot get the cloud storage preview. There is no manifest file')
                 preview_path = None
@@ -1749,17 +1938,7 @@ class CloudStorageViewSet(viewsets.ModelViewSet):
     def status(self, request, pk):
         try:
             db_storage = self.get_object()
-            credentials = Credentials()
+            storage = db_storage_to_storage_instance(db_storage)
-            credentials.convert_from_db({
-                'type': db_storage.credentials_type,
-                'value': db_storage.credentials,
-            })
-            details = {
-                'resource': db_storage.resource,
-                'credentials': credentials,
-                'specific_attributes': db_storage.get_specific_attributes()
-            }
-            storage = get_cloud_storage_instance(cloud_provider=db_storage.provider_type, **details)
             storage_status = storage.get_status()
             return HttpResponse(storage_status)
         except CloudStorageModel.DoesNotExist:
@@ -1770,6 +1949,28 @@ class CloudStorageViewSet(viewsets.ModelViewSet):
             msg = str(ex)
             return HttpResponseBadRequest(msg)
 
+    @extend_schema(summary='Method returns allowed actions for the cloud storage',
+        responses={
+            '200': OpenApiResponse(response=OpenApiTypes.STR, description='Cloud Storage actions (GET | PUT | DELETE)'),
+        })
+    @action(detail=True, methods=['GET'], url_path='actions')
+    def actions(self, request, pk):
+        '''
+        Method return allowed actions for cloud storage. It's required for reading/writing
+        '''
+        try:
+            db_storage = self.get_object()
+            storage = db_storage_to_storage_instance(db_storage)
+            actions = storage.supported_actions
+            return Response(actions, content_type="text/plain")
+        except CloudStorageModel.DoesNotExist:
+            message = f"Storage {pk} does not exist"
+            slogger.glob.error(message)
+            return HttpResponseNotFound(message)
+        except Exception as ex:
+            msg = str(ex)
+            return HttpResponseBadRequest(msg)
+
 def rq_handler(job, exc_type, exc_value, tb):
     job.exc_info = "".join(
         traceback.format_exception_only(exc_type, exc_value))
@@ -1779,7 +1980,16 @@ def rq_handler(job, exc_type, exc_value, tb):
 
     return True
 
-def _import_annotations(request, rq_id, rq_func, pk, format_name, filename=None):
+@validate_bucket_status
+def _export_to_cloud_storage(storage, file_path, file_name):
+    storage.upload_file(file_path, file_name)
+
+@validate_bucket_status
+def _import_from_cloud_storage(storage, file_name):
+    return storage.download_fileobj(file_name)
+
+def _import_annotations(request, rq_id, rq_func, pk, format_name,
+                        filename=None, location_conf=None):
     format_desc = {f.DISPLAY_NAME: f
         for f in dm.views.get_import_formats()}.get(format_name)
     if format_desc is None:
@@ -1794,15 +2004,36 @@ def _import_annotations(request, rq_id, rq_func, pk, format_name, filename=None)
     if not rq_job:
         # If filename is specified we consider that file was uploaded via TUS, so it exists in filesystem
         # Then we dont need to create temporary file
+        # Or filename specify key in cloud storage so we need to download file
         fd = None
-        if not filename:
+        location = location_conf.get('location') if location_conf else Location.LOCAL
-            serializer = AnnotationFileSerializer(data=request.data)
+
-            if serializer.is_valid(raise_exception=True):
+        if not filename or location == Location.CLOUD_STORAGE:
-                anno_file = serializer.validated_data['annotation_file']
+            if location != Location.CLOUD_STORAGE:
-                fd, filename = mkstemp(prefix='cvat_{}'.format(pk))
+                serializer = AnnotationFileSerializer(data=request.data)
+                if serializer.is_valid(raise_exception=True):
+                    anno_file = serializer.validated_data['annotation_file']
+                    fd, filename = mkstemp(prefix='cvat_{}'.format(pk))
+                    with open(filename, 'wb+') as f:
+                        for chunk in anno_file.chunks():
+                            f.write(chunk)
+            else:
+                # download annotation file from cloud storage
+                try:
+                    storage_id = location_conf['storage_id']
+                except KeyError:
+                    raise serializer.ValidationError(
+                        'Cloud storage location was selected for destination'
+                        ' but cloud storage id was not specified')
+                db_storage = get_object_or_404(CloudStorageModel, pk=storage_id)
+                storage = db_storage_to_storage_instance(db_storage)
+                assert filename, 'filename was not spesified'
+
+                data = _import_from_cloud_storage(storage, filename)
+
+                fd, filename = mkstemp(prefix='cvat_')
                 with open(filename, 'wb+') as f:
-                    for chunk in anno_file.chunks():
+                    f.write(data.getbuffer())
-                        f.write(chunk)
 
         av_scan_paths(filename)
         rq_job = queue.enqueue_call(
@@ -1838,7 +2069,8 @@ def _import_annotations(request, rq_id, rq_func, pk, format_name, filename=None)
 
     return Response(status=status.HTTP_202_ACCEPTED)
 
-def _export_annotations(db_instance, rq_id, request, format_name, action, callback, filename):
+def _export_annotations(db_instance, rq_id, request, format_name, action, callback,
+                        filename, location_conf):
     if action not in {"", "download"}:
         raise serializers.ValidationError(
             "Unexpected action specified for the request")
@@ -1873,12 +2105,31 @@ def _export_annotations(db_instance, rq_id, request, format_name, action, callba
                         "%Y_%m_%d_%H_%M_%S")
                     filename = filename or \
                         "{}_{}-{}-{}{}".format(
-                            "project" if isinstance(db_instance, models.Project) else "task",
+                            db_instance.__class__.__name__.lower(),
-                            db_instance.name, timestamp,
+                            db_instance.name if isinstance(db_instance, (Task, Project)) else db_instance.id,
-                            format_name, osp.splitext(file_path)[1]
+                            timestamp, format_name, osp.splitext(file_path)[1]
                         )
-                    return sendfile(request, file_path, attachment=True,
+
-                        attachment_filename=filename.lower())
+                    # save annotation to specified location
+                    location = location_conf.get('location')
+                    if location == Location.LOCAL:
+                        return sendfile(request, file_path, attachment=True,
+                            attachment_filename=filename.lower())
+                    elif location == Location.CLOUD_STORAGE:
+                        try:
+                            storage_id = location_conf['storage_id']
+                        except KeyError:
+                            return HttpResponseBadRequest(
+                                'Cloud storage location was selected for destination'
+                                ' but cloud storage id was not specified')
+
+                        db_storage = get_object_or_404(CloudStorageModel, pk=storage_id)
+                        storage = db_storage_to_storage_instance(db_storage)
+
+                        _export_to_cloud_storage(storage, file_path, filename)
+                        return Response(status=status.HTTP_200_OK)
+                    else:
+                        raise NotImplementedError()
                 else:
                     if osp.exists(file_path):
                         return Response(status=status.HTTP_201_CREATED)
@@ -1897,14 +2148,19 @@ def _export_annotations(db_instance, rq_id, request, format_name, action, callba
     except Exception:
         server_address = None
 
-    ttl = (dm.views.PROJECT_CACHE_TTL if isinstance(db_instance, Project) else dm.views.TASK_CACHE_TTL).total_seconds()
+    TTL_CONSTS = {
+        'project': dm.views.PROJECT_CACHE_TTL,
+        'task': dm.views.TASK_CACHE_TTL,
+        'job': dm.views.JOB_CACHE_TTL,
+    }
+    ttl = TTL_CONSTS[db_instance.__class__.__name__.lower()].total_seconds()
     queue.enqueue_call(func=callback,
         args=(db_instance.id, format_name, server_address), job_id=rq_id,
         meta={ 'request_time': timezone.localtime() },
         result_ttl=ttl, failure_ttl=ttl)
     return Response(status=status.HTTP_202_ACCEPTED)
 
-def _import_project_dataset(request, rq_id, rq_func, pk, format_name, filename=None):
+def _import_project_dataset(request, rq_id, rq_func, pk, format_name, filename=None, location_conf=None):
     format_desc = {f.DISPLAY_NAME: f
         for f in dm.views.get_import_formats()}.get(format_name)
     if format_desc is None:
@@ -1918,7 +2174,8 @@ def _import_project_dataset(request, rq_id, rq_func, pk, format_name, filename=N
 
     if not rq_job:
         fd = None
-        if not filename:
+        location = location_conf.get('location') if location_conf else None
+        if not filename and location != Location.CLOUD_STORAGE:
             serializer = DatasetFileSerializer(data=request.data)
             if serializer.is_valid(raise_exception=True):
                 dataset_file = serializer.validated_data['dataset_file']
@@ -1926,6 +2183,24 @@ def _import_project_dataset(request, rq_id, rq_func, pk, format_name, filename=N
                 with open(filename, 'wb+') as f:
                     for chunk in dataset_file.chunks():
                         f.write(chunk)
+        elif location == Location.CLOUD_STORAGE:
+            assert filename
+
+            # download project file from cloud storage
+            try:
+                storage_id = location_conf['storage_id']
+            except KeyError:
+                raise serializers.ValidationError(
+                    'Cloud storage location was selected for destination'
+                    ' but cloud storage id was not specified')
+            db_storage = get_object_or_404(CloudStorageModel, pk=storage_id)
+            storage = db_storage_to_storage_instance(db_storage)
+
+            data = _import_from_cloud_storage(storage, filename)
+
+            fd, filename = mkstemp(prefix='cvat_')
+            with open(filename, 'wb+') as f:
+                f.write(data.getbuffer())
 
         rq_job = queue.enqueue_call(
             func=rq_func,

cvat/apps/iam/permissions.py

@@ -63,7 +63,7 @@ class OpenPolicyAgentPermission(metaclass=ABCMeta):
                         'user': {
                             'role': self.org_role,
                         },
-                    } if self.org_id != None else None
+                    } if self.org_id is not None else None
                 }
             }
         }
@@ -210,7 +210,7 @@ class InvitationPermission(OpenPolicyAgentPermission):
                 'role': self.role,
                 'organization': {
                     'id': self.org_id
-                } if self.org_id != None else None
+                } if self.org_id is not None else None
             }
 
         return data
@@ -417,7 +417,8 @@ class CloudStoragePermission(OpenPolicyAgentPermission):
             'destroy': 'delete',
             'content': 'list:content',
             'preview': 'view',
-            'status': 'view'
+            'status': 'view',
+            'actions': 'view',
         }.get(view.action)]
 
     def get_resource(self):
@@ -427,7 +428,7 @@ class CloudStoragePermission(OpenPolicyAgentPermission):
                 'owner': { 'id': self.user_id },
                 'organization': {
                     'id': self.org_id
-                } if self.org_id != None else None,
+                } if self.org_id is not None else None,
                 'user': {
                     'num_resources': Organization.objects.filter(
                         owner=self.user_id).count()
@@ -620,9 +621,9 @@ class TaskPermission(OpenPolicyAgentPermission):
                 perm = TaskPermission.create_scope_create(request, org_id)
                 # We don't create a project, just move it. Thus need to decrease
                 # the number of resources.
-                if obj != None:
+                if obj is not None:
                     perm.payload['input']['resource']['user']['num_resources'] -= 1
-                    if obj.project != None:
+                    if obj.project is not None:
                         ValidationError('Cannot change the organization for '
                             'a task inside a project')
                 permissions.append(perm)

cvat/settings/base.py

@@ -352,6 +352,9 @@ os.makedirs(MEDIA_DATA_ROOT, exist_ok=True)
 CACHE_ROOT = os.path.join(DATA_ROOT, 'cache')
 os.makedirs(CACHE_ROOT, exist_ok=True)
 
+JOBS_ROOT = os.path.join(DATA_ROOT, 'jobs')
+os.makedirs(JOBS_ROOT, exist_ok=True)
+
 TASKS_ROOT = os.path.join(DATA_ROOT, 'tasks')
 os.makedirs(TASKS_ROOT, exist_ok=True)
 

cvat/settings/testing.py

@@ -22,6 +22,9 @@ os.makedirs(MEDIA_DATA_ROOT, exist_ok=True)
 CACHE_ROOT = os.path.join(DATA_ROOT, 'cache')
 os.makedirs(CACHE_ROOT, exist_ok=True)
 
+JOBS_ROOT = os.path.join(DATA_ROOT, 'jobs')
+os.makedirs(JOBS_ROOT, exist_ok=True)
+
 TASKS_ROOT = os.path.join(DATA_ROOT, 'tasks')
 os.makedirs(TASKS_ROOT, exist_ok=True)
 

tests/rest_api/assets/cvat_db/data.json

@@ -1413,7 +1413,7 @@
   "pk": 1,
   "fields": {
     "password": "pbkdf2_sha256$260000$DevmxlmLwciP1P6sZs2Qag$U9DFtjTWx96Sk95qY6UXVcvpdQEP2LcoFBftk5D2RKY=",
-    "last_login": "2022-06-08T08:32:30.152Z",
+    "last_login": "2022-06-22T09:20:25.189Z",
     "is_superuser": true,
     "username": "admin1",
     "first_name": "Admin",
@@ -2184,6 +2184,14 @@
     "model": "gitdata"
   }
 },
+{
+  "model": "contenttypes.contenttype",
+  "pk": 49,
+  "fields": {
+    "app_label": "engine",
+    "model": "storage"
+  }
+},
 {
   "model": "sessions.session",
   "pk": "5x9v6r58e4l9if78anupog0ittsq2w3j",
@@ -3688,7 +3696,9 @@
     "created_date": "2021-12-14T19:46:37.969Z",
     "updated_date": "2022-03-05T09:47:49.679Z",
     "status": "annotation",
-    "organization": null
+    "organization": null,
+    "source_storage": null,
+    "target_storage": null
   }
 },
 {
@@ -3702,7 +3712,9 @@
     "created_date": "2021-12-14T19:52:37.278Z",
     "updated_date": "2022-03-28T13:04:54.669Z",
     "status": "annotation",
-    "organization": 2
+    "organization": 2,
+    "source_storage": null,
+    "target_storage": null
   }
 },
 {
@@ -3716,7 +3728,9 @@
     "created_date": "2022-03-28T13:05:24.659Z",
     "updated_date": "2022-03-28T13:06:09.283Z",
     "status": "annotation",
-    "organization": 2
+    "organization": 2,
+    "source_storage": null,
+    "target_storage": null
   }
 },
 {
@@ -3730,7 +3744,9 @@
     "created_date": "2022-06-08T08:32:45.521Z",
     "updated_date": "2022-06-08T08:33:20.759Z",
     "status": "annotation",
-    "organization": 2
+    "organization": 2,
+    "source_storage": null,
+    "target_storage": null
   }
 },
 {
@@ -3751,7 +3767,9 @@
     "data": 2,
     "dimension": "2d",
     "subset": "",
-    "organization": 1
+    "organization": 1,
+    "source_storage": null,
+    "target_storage": null
   }
 },
 {
@@ -3772,7 +3790,9 @@
     "data": 5,
     "dimension": "2d",
     "subset": "",
-    "organization": null
+    "organization": null,
+    "source_storage": null,
+    "target_storage": null
   }
 },
 {
@@ -3793,7 +3813,9 @@
     "data": 6,
     "dimension": "3d",
     "subset": "",
-    "organization": null
+    "organization": null,
+    "source_storage": null,
+    "target_storage": null
   }
 },
 {
@@ -3814,7 +3836,9 @@
     "data": 7,
     "dimension": "2d",
     "subset": "",
-    "organization": 2
+    "organization": 2,
+    "source_storage": null,
+    "target_storage": null
   }
 },
 {
@@ -3835,7 +3859,9 @@
     "data": 8,
     "dimension": "2d",
     "subset": "",
-    "organization": null
+    "organization": null,
+    "source_storage": null,
+    "target_storage": null
   }
 },
 {
@@ -3856,7 +3882,9 @@
     "data": 9,
     "dimension": "2d",
     "subset": "",
-    "organization": null
+    "organization": null,
+    "source_storage": null,
+    "target_storage": null
   }
 },
 {
@@ -3877,7 +3905,9 @@
     "data": 11,
     "dimension": "2d",
     "subset": "Train",
-    "organization": 2
+    "organization": 2,
+    "source_storage": null,
+    "target_storage": null
   }
 },
 {
@@ -3898,7 +3928,9 @@
     "data": null,
     "dimension": "2d",
     "subset": "",
-    "organization": null
+    "organization": null,
+    "source_storage": null,
+    "target_storage": null
   }
 },
 {
@@ -3919,7 +3951,9 @@
     "data": 12,
     "dimension": "2d",
     "subset": "",
-    "organization": 2
+    "organization": 2,
+    "source_storage": null,
+    "target_storage": null
   }
 },
 {
@@ -4724,6 +4758,7 @@
   "fields": {
     "segment": 2,
     "assignee": 6,
+    "updated_date": "2022-06-22T09:18:45.296Z",
     "status": "annotation",
     "stage": "annotation",
     "state": "new"
@@ -4735,6 +4770,7 @@
   "fields": {
     "segment": 7,
     "assignee": 9,
+    "updated_date": "2022-06-22T09:18:45.296Z",
     "status": "annotation",
     "stage": "annotation",
     "state": "in progress"
@@ -4746,6 +4782,7 @@
   "fields": {
     "segment": 8,
     "assignee": null,
+    "updated_date": "2022-06-22T09:18:45.296Z",
     "status": "annotation",
     "stage": "annotation",
     "state": "new"
@@ -4757,6 +4794,7 @@
   "fields": {
     "segment": 9,
     "assignee": null,
+    "updated_date": "2022-06-22T09:18:45.296Z",
     "status": "annotation",
     "stage": "annotation",
     "state": "in progress"
@@ -4768,6 +4806,7 @@
   "fields": {
     "segment": 10,
     "assignee": 1,
+    "updated_date": "2022-06-22T09:18:45.296Z",
     "status": "annotation",
     "stage": "annotation",
     "state": "in progress"
@@ -4779,6 +4818,7 @@
   "fields": {
     "segment": 11,
     "assignee": 9,
+    "updated_date": "2022-06-22T09:18:45.296Z",
     "status": "annotation",
     "stage": "annotation",
     "state": "in progress"
@@ -4790,6 +4830,7 @@
   "fields": {
     "segment": 12,
     "assignee": null,
+    "updated_date": "2022-06-22T09:18:45.296Z",
     "status": "validation",
     "stage": "validation",
     "state": "new"
@@ -4801,6 +4842,7 @@
   "fields": {
     "segment": 13,
     "assignee": null,
+    "updated_date": "2022-06-22T09:18:45.296Z",
     "status": "validation",
     "stage": "acceptance",
     "state": "new"
@@ -4812,6 +4854,7 @@
   "fields": {
     "segment": 14,
     "assignee": null,
+    "updated_date": "2022-06-22T09:18:45.296Z",
     "status": "annotation",
     "stage": "annotation",
     "state": "new"
@@ -4823,6 +4866,7 @@
   "fields": {
     "segment": 16,
     "assignee": 7,
+    "updated_date": "2022-06-22T09:18:45.296Z",
     "status": "annotation",
     "stage": "annotation",
     "state": "in progress"
@@ -4834,6 +4878,7 @@
   "fields": {
     "segment": 17,
     "assignee": null,
+    "updated_date": "2022-06-22T09:18:45.296Z",
     "status": "annotation",
     "stage": "annotation",
     "state": "in progress"

tests/rest_api/assets/jobs.json

@@ -32,6 +32,7 @@
       "status": "annotation",
       "stop_frame": 4,
       "task_id": 13,
+      "updated_date": "2022-06-22T09:18:45.296000Z",
       "url": "http://localhost:8080/api/jobs/17"
     },
     {
@@ -69,6 +70,7 @@
       "status": "annotation",
       "stop_frame": 10,
       "task_id": 11,
+      "updated_date": "2022-06-22T09:18:45.296000Z",
       "url": "http://localhost:8080/api/jobs/16"
     },
     {
@@ -113,6 +115,7 @@
       "status": "annotation",
       "stop_frame": 19,
       "task_id": 9,
+      "updated_date": "2022-06-22T09:18:45.296000Z",
       "url": "http://localhost:8080/api/jobs/14"
     },
     {
@@ -157,6 +160,7 @@
       "status": "validation",
       "stop_frame": 14,
       "task_id": 9,
+      "updated_date": "2022-06-22T09:18:45.296000Z",
       "url": "http://localhost:8080/api/jobs/13"
     },
     {
@@ -201,6 +205,7 @@
       "status": "validation",
       "stop_frame": 9,
       "task_id": 9,
+      "updated_date": "2022-06-22T09:18:45.296000Z",
       "url": "http://localhost:8080/api/jobs/12"
     },
     {
@@ -251,6 +256,7 @@
       "status": "annotation",
       "stop_frame": 4,
       "task_id": 9,
+      "updated_date": "2022-06-22T09:18:45.296000Z",
       "url": "http://localhost:8080/api/jobs/11"
     },
     {
@@ -288,6 +294,7 @@
       "status": "annotation",
       "stop_frame": 13,
       "task_id": 8,
+      "updated_date": "2022-06-22T09:18:45.296000Z",
       "url": "http://localhost:8080/api/jobs/10"
     },
     {
@@ -319,6 +326,7 @@
       "status": "annotation",
       "stop_frame": 10,
       "task_id": 7,
+      "updated_date": "2022-06-22T09:18:45.296000Z",
       "url": "http://localhost:8080/api/jobs/9"
     },
     {
@@ -344,6 +352,7 @@
       "status": "annotation",
       "stop_frame": 0,
       "task_id": 6,
+      "updated_date": "2022-06-22T09:18:45.296000Z",
       "url": "http://localhost:8080/api/jobs/8"
     },
     {
@@ -375,6 +384,7 @@
       "status": "annotation",
       "stop_frame": 24,
       "task_id": 5,
+      "updated_date": "2022-06-22T09:18:45.296000Z",
       "url": "http://localhost:8080/api/jobs/7"
     },
     {
@@ -412,6 +422,7 @@
       "status": "annotation",
       "stop_frame": 22,
       "task_id": 2,
+      "updated_date": "2022-06-22T09:18:45.296000Z",
       "url": "http://localhost:8080/api/jobs/2"
     }
   ]

tests/rest_api/assets/projects.json

@@ -32,7 +32,9 @@
         "url": "http://localhost:8080/api/users/1",
         "username": "admin1"
       },
+      "source_storage": null,
       "status": "annotation",
+      "target_storage": null,
       "task_subsets": [],
       "tasks": [
         13
@@ -62,7 +64,9 @@
         "url": "http://localhost:8080/api/users/3",
         "username": "user2"
       },
+      "source_storage": null,
       "status": "annotation",
+      "target_storage": null,
       "task_subsets": [],
       "tasks": [],
       "updated_date": "2022-03-28T13:06:09.283000Z",
@@ -103,7 +107,9 @@
         "url": "http://localhost:8080/api/users/10",
         "username": "business1"
       },
+      "source_storage": null,
       "status": "annotation",
+      "target_storage": null,
       "task_subsets": [
         "Train"
       ],
@@ -161,7 +167,9 @@
         "url": "http://localhost:8080/api/users/10",
         "username": "business1"
       },
+      "source_storage": null,
       "status": "annotation",
+      "target_storage": null,
       "task_subsets": [],
       "tasks": [
         9

tests/rest_api/assets/tasks.json

@@ -58,8 +58,10 @@
         }
       ],
       "size": 5,
+      "source_storage": null,
       "status": "annotation",
       "subset": "",
+      "target_storage": null,
       "updated_date": "2022-06-08T08:33:20.808000Z",
       "url": "http://localhost:8080/api/tasks/13"
     },
@@ -91,8 +93,10 @@
       "project_id": null,
       "segment_size": 0,
       "segments": [],
+      "source_storage": null,
       "status": "annotation",
       "subset": "",
+      "target_storage": null,
       "updated_date": "2022-03-14T13:24:05.861000Z",
       "url": "http://localhost:8080/api/tasks/12"
     },
@@ -163,8 +167,10 @@
         }
       ],
       "size": 11,
+      "source_storage": null,
       "status": "annotation",
       "subset": "Train",
+      "target_storage": null,
       "updated_date": "2022-03-05T10:32:35.568000Z",
       "url": "http://localhost:8080/api/tasks/11"
     },
@@ -290,8 +296,10 @@
         }
       ],
       "size": 20,
+      "source_storage": null,
       "status": "annotation",
       "subset": "",
+      "target_storage": null,
       "updated_date": "2022-03-05T09:47:49.667000Z",
       "url": "http://localhost:8080/api/tasks/9"
     },
@@ -362,8 +370,10 @@
         }
       ],
       "size": 14,
+      "source_storage": null,
       "status": "annotation",
       "subset": "",
+      "target_storage": null,
       "updated_date": "2022-03-05T08:52:34.908000Z",
       "url": "http://localhost:8080/api/tasks/8"
     },
@@ -428,8 +438,10 @@
         }
       ],
       "size": 11,
+      "source_storage": null,
       "status": "annotation",
       "subset": "",
+      "target_storage": null,
       "updated_date": "2022-02-21T10:41:38.540000Z",
       "url": "http://localhost:8080/api/tasks/7"
     },
@@ -482,8 +494,10 @@
         }
       ],
       "size": 1,
+      "source_storage": null,
       "status": "annotation",
       "subset": "",
+      "target_storage": null,
       "updated_date": "2022-02-16T06:26:54.836000Z",
       "url": "http://localhost:8080/api/tasks/6"
     },
@@ -548,8 +562,10 @@
         }
       ],
       "size": 25,
+      "source_storage": null,
       "status": "annotation",
       "subset": "",
+      "target_storage": null,
       "updated_date": "2022-02-21T10:40:21.257000Z",
       "url": "http://localhost:8080/api/tasks/5"
     },
@@ -620,8 +636,10 @@
         }
       ],
       "size": 23,
+      "source_storage": null,
       "status": "annotation",
       "subset": "",
+      "target_storage": null,
       "updated_date": "2021-12-22T07:14:15.234000Z",
       "url": "http://localhost:8080/api/tasks/2"
     }

tests/rest_api/assets/users.json

@@ -310,7 +310,7 @@
       "is_active": true,
       "is_staff": true,
       "is_superuser": true,
-      "last_login": "2022-06-08T08:32:30.152708Z",
+      "last_login": "2022-06-22T09:20:25.189000Z",
       "last_name": "First",
       "url": "http://localhost:8080/api/users/1",
       "username": "admin1"

tests/rest_api/test_cloud_storages.py

@@ -180,7 +180,7 @@ class TestPatchCloudStorage:
         ('maintainer', False, True),
         ('supervisor', False, False),
     ])
-    def test_org_user_update_coud_storage(self, org_id, storage_id, role, is_owner, is_allow, find_users, cloud_storages):
+    def test_org_user_update_cloud_storage(self, org_id, storage_id, role, is_owner, is_allow, find_users, cloud_storages):
         cloud_storage = cloud_storages[storage_id]
         username = cloud_storage['owner']['username'] if is_owner else \
             next((u for u in find_users(role=role, org=org_id) if u['id'] != cloud_storage['owner']['id']))['username']

tests/rest_api/test_jobs.py

@@ -44,7 +44,7 @@ class TestGetJobs:
         response = get_method(user, f'jobs/{jid}', **kwargs)
 
         assert response.status_code == HTTPStatus.OK
-        assert DeepDiff(data, response.json()) == {}
+        assert DeepDiff(data, response.json(), exclude_paths="root['updated_date']") == {}
 
     def _test_get_job_403(self, user, jid, **kwargs):
         response = get_method(user, f'jobs/{jid}', **kwargs)
@@ -83,7 +83,7 @@ class TestListJobs:
         response = get_method(user, 'jobs', **kwargs, page_size='all')
 
         assert response.status_code == HTTPStatus.OK
-        assert DeepDiff(data, response.json()['results']) == {}
+        assert DeepDiff(data, response.json()['results'], exclude_paths="root['updated_date']") == {}
 
     def _test_list_jobs_403(self, user, **kwargs):
         response = get_method(user, 'jobs', **kwargs)
@@ -123,7 +123,7 @@ class TestGetAnnotations:
 
         assert response.status_code == HTTPStatus.OK
         assert DeepDiff(data, response_data,
-            exclude_paths="root['version']") == {}
+            exclude_regex_paths=r"root\['version|updated_date'\]") == {}
 
     def _test_get_job_annotations_403(self, user, jid, **kwargs):
         response = get_method(user, f'jobs/{jid}/annotations', **kwargs)
@@ -193,7 +193,7 @@ class TestPatchJobAnnotations:
         if is_allow:
             assert response.status_code == HTTPStatus.OK
             assert DeepDiff(data, response.json(),
-                exclude_paths="root['version']") == {}
+                exclude_regex_paths=r"root\['version|updated_date'\]") == {}
         else:
             assert response.status_code == HTTPStatus.FORBIDDEN
 
@@ -313,6 +313,7 @@ class TestPatchJob:
 
         if is_allow:
             assert response.status_code == HTTPStatus.OK
-            assert DeepDiff(expected_data(jid, assignee), response.json()) == {}
+            assert DeepDiff(expected_data(jid, assignee), response.json(),
+                exclude_paths="root['updated_date']") == {}
         else:
             assert response.status_code == HTTPStatus.FORBIDDEN