Beispiel #1
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    def test_create_and_check_for_request_orm(self):
        """ Request (ORM): Test the creation, query, and cancel of a Request """
        properties = get_request_properties()

        request_id = add_request(**properties)

        request = get_request(request_id=request_id)
        assert_equal(request_id, request['request_id'])

        for key in properties:
            if key in ['lifetime']:
                continue
            assert_equal(request[key], properties[key])

        request_id1 = add_request(**properties)
        delete_requests(request_id=request_id1)

        update_request(request_id, parameters={'status': RequestStatus.Failed})
        request = get_request(request_id=request_id)
        assert_equal(request['status'], RequestStatus.Failed)

        req = get_request(request_id=999999)
        assert_equal(req, None)

        delete_requests(request_id=request_id)

        req = get_request(request_id=request_id)
        assert_equal(req, None)
Beispiel #2
0
    def test_create_and_check_for_request_rest(self):
        """ Request (REST): Test the creation, query, and deletion of a Request """
        host = get_rest_host()

        properties = get_request_properties()

        client = Client(host=host)

        request_id = client.add_request(**properties)

        requests = client.get_requests(request_id=request_id)
        assert_equal(len(requests), 1)
        assert_equal(request_id, requests[0]['request_id'])

        for key in properties:
            if key in ['lifetime']:
                continue
            assert_equal(requests[0][key], properties[key])

        client.update_request(request_id,
                              parameters={'status': RequestStatus.Failed})
        requests = client.get_requests(request_id=request_id)
        assert_equal(len(requests), 1)
        assert_equal(requests[0]['status'], RequestStatus.Failed)

        reqs = client.get_requests(request_id=999999)
        assert_equal(len(reqs), 0)
    def test_get_collections_orm(self):
        """ Collections (ORM): Test get collections """

        req_properties = get_request_properties()
        trans_properties = get_transform_properties()
        coll_properties = get_collection_properties()

        request_id = add_request(**req_properties)
        trans_properties['request_id'] = request_id

        trans_id = add_transform(**trans_properties)

        coll_properties['transform_id'] = trans_id
        coll_properties['request_id'] = request_id
        origin_coll_id = add_collection(**coll_properties)
        coll_properties1 = copy.deepcopy(coll_properties)
        coll_properties1['name'] = coll_properties['name'] + '_1'
        origin_coll_id1 = add_collection(**coll_properties1)
        origin_coll_id_list = [origin_coll_id, origin_coll_id1]

        colls = get_collections_by_request_transform_id(transform_id=trans_id)
        assert_equal(len(colls), 2)
        for coll in colls:
            assert_in(coll['coll_id'], origin_coll_id_list)
            for key in coll_properties:
                if key == 'name':
                    continue
                assert_equal(coll[key], coll_properties[key])

        coll_ids = get_collection_ids_by_request_transform_id(
            transform_id=trans_id)
        assert_equal(len(coll_ids), 2)
        for coll_id in coll_ids:
            assert_in(coll_id, origin_coll_id_list)

        colls = get_collections(scope=coll_properties['scope'],
                                name=coll_properties['name'],
                                request_id=request_id)
        assert_equal(len(colls), 2)
        for coll in colls:
            assert_in(coll['coll_id'], origin_coll_id_list)
            for key in coll_properties:
                if key == 'name':
                    continue
                assert_equal(coll[key], coll_properties[key])

        coll_id = get_collection_id_by_scope_name(
            scope=coll_properties['scope'],
            name=coll_properties['name'],
            request_id=request_id)
        assert_equal(coll_id, origin_coll_id)
    def test_create_and_check_for_request_transform_orm(self):
        """ Transform (ORM): Test to create and delete a Transform """
        req_properties = get_request_properties()
        req_properties['workload_id'] = int(time.time()) + random.randint(
            1, 1000000)
        trans_properties = get_transform_properties()

        request_id = add_request(**req_properties)

        trans_properties['request_id'] = request_id
        trans_id = add_transform(**trans_properties)
        transform = get_transform(transform_id=trans_id)
        for key in trans_properties:
            if key in ['request_id']:
                continue
            assert_equal(transform[key], trans_properties[key])

        trans_ids1 = get_transform_ids(request_id=request_id)
        trans_ids2 = get_transform_ids(
            workload_id=req_properties['workload_id'])
        trans_ids3 = get_transform_ids(transform_id=trans_id)
        trans_ids4 = get_transform_ids(
            request_id=request_id, workload_id=req_properties['workload_id'])
        trans_ids5 = get_transform_ids(
            request_id=request_id,
            workload_id=req_properties['workload_id'],
            transform_id=trans_id)
        trans_ids6 = get_transform_ids(request_id=request_id,
                                       transform_id=trans_id)
        trans_ids7 = get_transform_ids(
            workload_id=req_properties['workload_id'], transform_id=trans_id)
        assert_equal(trans_ids1, trans_ids2)
        assert_equal(trans_ids2, trans_ids3)
        assert_equal(trans_ids3, trans_ids4)
        assert_equal(trans_ids4, trans_ids5)
        assert_equal(trans_ids5, trans_ids6)
        assert_equal(trans_ids6, trans_ids7)

        delete_transform(trans_id)
        delete_requests(request_id=request_id)

        req = get_request(request_id=request_id)
        assert_equal(req, None)

        trans = get_transform(transform_id=trans_id)
        assert_equal(trans, None)
    def test_contents_orm(self):
        """ Contents (ORM): Test contents """

        req_properties = get_request_properties()
        trans_properties = get_transform_properties()
        coll_properties = get_collection_properties()
        content_properties = get_content_properties()

        request_id = add_request(**req_properties)
        trans_properties['request_id'] = request_id

        trans_id = add_transform(**trans_properties)

        coll_properties['transform_id'] = trans_id
        coll_id = add_collection(**coll_properties)

        content_properties['coll_id'] = coll_id
        origin_content_id = add_content(**content_properties)
        content_properties1 = copy.deepcopy(content_properties)
        content_properties1['min_id'] = 101
        content_properties1['max_id'] = 200
        origin_content_id1 = add_content(**content_properties1)
        content_properties2 = copy.deepcopy(content_properties)
        content_properties2['min_id'] = 0
        content_properties2['max_id'] = 200
        origin_content_id2 = add_content(**content_properties2)
        content_properties3 = copy.deepcopy(content_properties)
        content_properties3['name'] = content_properties3['name'] + '_1'
        origin_content_id3 = add_content(**content_properties3)
        origin_content_ids = [
            origin_content_id, origin_content_id1, origin_content_id2,
            origin_content_id3
        ]

        contents = get_contents(coll_id=coll_id)
        assert_equal(len(contents), 4)
        for content in contents:
            assert_in(content['content_id'], origin_content_ids)

        contents = get_contents(scope=content_properties['scope'],
                                name=content_properties['name'],
                                coll_id=coll_id)
        assert_equal(len(contents), 3)
        for content in contents:
            assert_in(content['content_id'], origin_content_ids)

        contents = get_contents(scope=content_properties3['scope'],
                                name=content_properties3['name'],
                                coll_id=coll_id)
        assert_equal(len(contents), 1)
        assert_equal(contents[0]['content_id'], origin_content_id3)

        contents = get_match_contents(coll_id=content_properties['coll_id'],
                                      scope=content_properties['scope'],
                                      name=content_properties['name'],
                                      min_id=content_properties['min_id'],
                                      max_id=content_properties['max_id'])
        assert_equal(len(contents), 2)
        for content in contents:
            assert_in(content['content_id'],
                      [origin_content_id, origin_content_id2])

        to_updates = [{
            'path': 'test_path1',
            'status': ContentStatus.Processing,
            'content_id': origin_content_id
        }, {
            'path': 'test_path2',
            'status': ContentStatus.Processing,
            'content_id': origin_content_id1
        }]
        update_contents(to_updates)
        content = get_content(content_id=origin_content_id)
        assert_equal(content['status'], ContentStatus.Processing)
        assert_equal(content['path'], 'test_path1')
        content = get_content(content_id=origin_content_id1)
        assert_equal(content['status'], ContentStatus.Processing)
        assert_equal(content['path'], 'test_path2')
Beispiel #6
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    def test_catalog_rest(self):
        """ Catalog (Rest): Test catalog rest functions """
        host = get_rest_host()
        client = Client(host=host)

        req_properties = get_request_properties()
        origin_request_id = add_request(**req_properties)

        trans_properties = get_transform_properties()
        trans_properties['request_id'] = origin_request_id
        origin_trans_id = add_transform(**trans_properties)

        coll_properties = get_collection_properties()
        coll_properties['transform_id'] = origin_trans_id
        coll_properties['request_id'] = origin_request_id
        coll_properties['relation_type'] = CollectionRelationType.Output
        origin_coll_id = add_collection(**coll_properties)

        req_trans_colls = client.get_collections(request_id=origin_request_id, workload_id=None)
        assert_equal(len(req_trans_colls.keys()), 1)
        req_id = list(req_trans_colls.keys())[0]
        assert_equal(origin_request_id, req_id)
        assert_equal(len(req_trans_colls[req_id].keys()), 1)
        trans_id = list(req_trans_colls[req_id].keys())[0]
        assert_equal(trans_id, origin_trans_id)
        colls = req_trans_colls[req_id][trans_id]
        assert_equal(len(colls), 1)
        assert_equal(colls[0]['coll_id'], origin_coll_id)

        req_trans_colls1 = client.get_collections(request_id=None, workload_id=req_properties['request_metadata']['workload_id'])
        assert_equal(is_same_req_trans_colls(req_trans_colls, req_trans_colls1), True)

        req_trans_colls1 = client.get_collections(scope=coll_properties['scope'], name=coll_properties['name'],
                                                  request_id=None, workload_id=None)
        assert_equal(is_same_req_trans_colls(req_trans_colls, req_trans_colls1), True)

        content_output_properties = get_content_properties()
        content_output_properties['content_type'] = ContentType.File
        content_output_properties['min_id'] = 0
        content_output_properties['max_id'] = 1000
        content_output_properties['coll_id'] = origin_coll_id
        origin_content_output_id_0_1000 = add_content(returning_id=True, **content_output_properties)
        content_output_properties_0_100 = copy.deepcopy(content_output_properties)
        content_output_properties_0_100['min_id'] = 0
        content_output_properties_0_100['max_id'] = 100
        content_output_properties['content_type'] = ContentType.Event
        origin_content_output_id_0_100 = add_content(returning_id=True, **content_output_properties_0_100)
        content_output_properties_100_200 = copy.deepcopy(content_output_properties)
        content_output_properties_100_200['min_id'] = 100
        content_output_properties_100_200['max_id'] = 200
        content_output_properties['content_type'] = ContentType.Event
        origin_content_output_id_100_200 = add_content(returning_id=True, **content_output_properties_100_200)
        content_output_properties_name1 = copy.deepcopy(content_output_properties)
        content_output_properties_name1['name'] = content_output_properties_name1['name'] + '_1'
        content_output_properties_name1_id = add_content(returning_id=True, **content_output_properties_name1)

        req_trans_coll_contents = client.get_contents(coll_scope=coll_properties['scope'], coll_name=coll_properties['name'],
                                                      request_id=origin_request_id, workload_id=req_properties['request_metadata']['workload_id'])
        coll_contents = req_trans_coll_contents[origin_request_id][origin_trans_id]
        coll_scope_name = '%s:%s' % (coll_properties['scope'], coll_properties['name'])
        coll_scope_names = [scope_name for scope_name in coll_contents]
        assert_equal(coll_scope_names, [coll_scope_name])
        contents = coll_contents[coll_scope_name]['contents']
        assert_equal(len(contents), 4)
        output_content_ids = [output_content['content_id'] for output_content in contents]
        assert_equal(output_content_ids, [origin_content_output_id_0_1000, origin_content_output_id_0_100,
                                          origin_content_output_id_100_200, content_output_properties_name1_id])

        req_trans_coll_contents1 = client.get_contents(coll_scope=coll_properties['scope'], coll_name=coll_properties['name'],
                                                       request_id=origin_request_id, workload_id=req_properties['request_metadata']['workload_id'],
                                                       relation_type=CollectionRelationType.Output)
        assert_equal(is_same_req_trans_coll_contents(req_trans_coll_contents, req_trans_coll_contents1), True)

        contents = client.get_match_contents(coll_scope=coll_properties['scope'], coll_name=coll_properties['name'],
                                             scope=content_output_properties['scope'], name=content_output_properties['name'],
                                             min_id=None, max_id=None, request_id=origin_request_id,
                                             workload_id=req_properties['request_metadata']['workload_id'], only_return_best_match=False)
        assert_equal(len(contents), 3)
        content_ids = [content['content_id'] for content in contents]
        content_ids.sort()
        content_ids1 = [origin_content_output_id_0_1000, origin_content_output_id_0_100, origin_content_output_id_100_200]
        content_ids1.sort()
        assert_equal(content_ids, content_ids1)

        contents = client.get_match_contents(coll_scope=coll_properties['scope'], coll_name=coll_properties['name'],
                                             scope=content_output_properties['scope'], name=content_output_properties['name'],
                                             min_id=0, max_id=50, request_id=origin_request_id,
                                             workload_id=req_properties['request_metadata']['workload_id'], only_return_best_match=False)
        assert_equal(len(contents), 2)
        content_ids = [content['content_id'] for content in contents]
        content_ids.sort()
        content_ids1 = [origin_content_output_id_0_1000, origin_content_output_id_0_100]
        content_ids1.sort()
        assert_equal(content_ids, content_ids1)

        contents = client.get_match_contents(coll_scope=coll_properties['scope'], coll_name=coll_properties['name'],
                                             scope=content_output_properties['scope'], name=content_output_properties['name'],
                                             min_id=0, max_id=50, request_id=origin_request_id,
                                             workload_id=req_properties['request_metadata']['workload_id'], only_return_best_match=True)
        assert_equal(len(contents), 1)
        content_ids = [content['content_id'] for content in contents]
        assert_equal(content_ids, [origin_content_output_id_0_100])

        contents = [{'scope': content_output_properties['scope'], 'name': content_output_properties['name'],
                     'min_id': content_output_properties['min_id'], 'max_id': content_output_properties['max_id'],
                     'status': ContentStatus.Available, 'path': '/abc/test_path'},
                    {'scope': content_output_properties_name1['scope'], 'name': content_output_properties_name1['name'],
                     'min_id': content_output_properties_name1['min_id'], 'max_id': content_output_properties_name1['max_id'],
                     'status': ContentStatus.Failed}]
        client.register_contents(coll_scope=coll_properties['scope'], coll_name=coll_properties['name'],
                                 contents=contents, request_id=origin_request_id,
                                 workload_id=req_properties['request_metadata']['workload_id'])
        content = get_content(content_id=origin_content_output_id_0_1000)
        assert_equal(content['status'], ContentStatus.Available)
        assert_equal(content['path'], '/abc/test_path')
        content = get_content(content_id=content_output_properties_name1_id)
        assert_equal(content['status'], ContentStatus.Failed)
Beispiel #7
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    def test_catalog_core(self):
        """ Catalog (Core): Test catalog core functions """
        req_properties = get_request_properties()
        origin_request_id = add_request(**req_properties)

        trans_properties = get_transform_properties()
        trans_properties['request_id'] = origin_request_id
        origin_trans_id = add_transform(**trans_properties)

        coll_properties = get_collection_properties()
        coll_properties['transform_id'] = origin_trans_id
        coll_properties['request_id'] = origin_request_id
        coll_input_properties = copy.deepcopy(coll_properties)
        coll_input_properties['name'] = coll_input_properties['name'] + '_input'
        coll_output_properties = copy.deepcopy(coll_properties)
        coll_output_properties['relation_type'] = CollectionRelationType.Output
        coll_output_properties['name'] = coll_output_properties['name'] + '_output'
        coll_log_properties = copy.deepcopy(coll_properties)
        coll_log_properties['relation_type'] = CollectionRelationType.Log
        coll_log_properties['name'] = coll_log_properties['name'] + '_log'

        origin_coll_input_id = add_collection(**coll_input_properties)
        origin_coll_output_id = add_collection(**coll_output_properties)
        origin_coll_log_id = add_collection(**coll_log_properties)
        origin_coll_id_list = [origin_coll_input_id, origin_coll_output_id, origin_coll_log_id]

        req_trans_colls = get_collections_by_request(request_id=origin_request_id, workload_id=None)
        assert_equal(len(req_trans_colls.keys()), 1)
        req_id = list(req_trans_colls.keys())[0]
        assert_equal(origin_request_id, req_id)
        assert_equal(len(req_trans_colls[req_id].keys()), 1)
        trans_id = list(req_trans_colls[req_id].keys())[0]
        assert_equal(trans_id, origin_trans_id)
        colls = req_trans_colls[req_id][trans_id]
        assert_equal(len(colls), 3)
        for coll in colls:
            assert_in(coll['coll_id'], origin_coll_id_list)
            for key in coll_input_properties:
                if key == 'relation_type':
                    if coll['coll_id'] == origin_coll_input_id:
                        assert_equal(coll[key], CollectionRelationType.Input)
                    elif coll['coll_id'] == origin_coll_output_id:
                        assert_equal(coll[key], CollectionRelationType.Output)
                    else:
                        assert_equal(coll['coll_id'], origin_coll_log_id)
                        assert_equal(coll[key], CollectionRelationType.Log)
                if key == 'name':
                    if coll['coll_id'] == origin_coll_input_id:
                        assert_equal(coll[key], coll_input_properties[key])
                    elif coll['coll_id'] == origin_coll_output_id:
                        assert_equal(coll[key], coll_output_properties[key])
                    else:
                        assert_equal(coll[key], coll_log_properties[key])

        req_trans_colls1 = get_collections_by_request(request_id=None, workload_id=req_properties['request_metadata']['workload_id'])
        assert_equal(is_same_req_trans_colls(req_trans_colls, req_trans_colls1), True)

        req_trans_colls1 = get_collections_by_request(request_id=origin_request_id, workload_id=req_properties['request_metadata']['workload_id'])
        assert_equal(is_same_req_trans_colls(req_trans_colls, req_trans_colls1), True)

        req_trans_colls = get_collections(scope=coll_properties['scope'], name=coll_properties['name'], request_id=None, workload_id=None)
        assert_equal(len(req_trans_colls.keys()), 1)
        req_id = list(req_trans_colls.keys())[0]
        assert_equal(origin_request_id, req_id)
        assert_equal(len(req_trans_colls[req_id].keys()), 1)
        trans_id = list(req_trans_colls[req_id].keys())[0]
        assert_equal(trans_id, origin_trans_id)
        colls = req_trans_colls[req_id][trans_id]
        assert_equal(len(colls), 3)
        for coll in colls:
            assert_in(coll['coll_id'], origin_coll_id_list)
            for key in coll_input_properties:
                if key == 'relation_type':
                    if coll['coll_id'] == origin_coll_input_id:
                        assert_equal(coll[key], CollectionRelationType.Input)
                    elif coll['coll_id'] == origin_coll_output_id:
                        assert_equal(coll[key], CollectionRelationType.Output)
                    else:
                        assert_equal(coll['coll_id'], origin_coll_log_id)
                        assert_equal(coll[key], CollectionRelationType.Log)
                if key == 'name':
                    if coll['coll_id'] == origin_coll_input_id:
                        assert_equal(coll[key], coll_input_properties[key])
                    elif coll['coll_id'] == origin_coll_output_id:
                        assert_equal(coll[key], coll_output_properties[key])
                    else:
                        assert_equal(coll[key], coll_log_properties[key])

        req_trans_colls = get_collections(scope=coll_properties['scope'], name=coll_input_properties['name'], request_id=origin_request_id, workload_id=None)
        assert_equal(len(req_trans_colls.keys()), 1)
        req_id = list(req_trans_colls.keys())[0]
        assert_equal(origin_request_id, req_id)
        assert_equal(len(req_trans_colls[req_id].keys()), 1)
        trans_id = list(req_trans_colls[req_id].keys())[0]
        assert_equal(trans_id, origin_trans_id)
        colls = req_trans_colls[req_id][trans_id]
        assert_equal(len(colls), 1)
        coll = colls[0]
        for key in coll_properties:
            if key == 'relation_type':
                assert_equal(coll[key], CollectionRelationType.Input)
            if key == 'name':
                assert_equal(coll[key], coll_input_properties[key])

        req_trans_colls = get_collections(scope=coll_properties['scope'], name=coll_output_properties['name'], request_id=None, workload_id=req_properties['request_metadata']['workload_id'])
        assert_equal(len(req_trans_colls.keys()), 1)
        req_id = list(req_trans_colls.keys())[0]
        assert_equal(origin_request_id, req_id)
        assert_equal(len(req_trans_colls[req_id].keys()), 1)
        trans_id = list(req_trans_colls[req_id].keys())[0]
        assert_equal(trans_id, origin_trans_id)
        colls = req_trans_colls[req_id][trans_id]
        assert_equal(len(colls), 1)
        coll = colls[0]
        for key in coll_properties:
            if key == 'relation_type':
                assert_equal(coll[key], CollectionRelationType.Output)
            if key == 'name':
                assert_equal(coll[key], coll_output_properties[key])

        req_trans_colls = get_collections(scope=coll_properties['scope'], name=coll_log_properties['name'], request_id=origin_request_id, workload_id=req_properties['request_metadata']['workload_id'])
        assert_equal(len(req_trans_colls.keys()), 1)
        req_id = list(req_trans_colls.keys())[0]
        assert_equal(origin_request_id, req_id)
        assert_equal(len(req_trans_colls[req_id].keys()), 1)
        trans_id = list(req_trans_colls[req_id].keys())[0]
        assert_equal(trans_id, origin_trans_id)
        colls = req_trans_colls[req_id][trans_id]
        assert_equal(len(colls), 1)
        coll = colls[0]
        for key in coll_properties:
            if key == 'relation_type':
                assert_equal(coll[key], CollectionRelationType.Log)
            if key == 'name':
                assert_equal(coll[key], coll_log_properties[key])

        trans_properties1 = copy.deepcopy(trans_properties)
        origin_trans_id1 = add_transform(**trans_properties1)
        coll_properties1 = copy.deepcopy(coll_properties)
        coll_properties1['name'] = coll_properties1['name'] + '_1'
        coll_properties1['transform_id'] = origin_trans_id1
        coll_input_properties1 = copy.deepcopy(coll_properties1)
        coll_input_properties1['name'] = coll_input_properties1['name'] + '_input'
        coll_output_properties1 = copy.deepcopy(coll_properties1)
        coll_output_properties1['relation_type'] = CollectionRelationType.Output
        coll_output_properties1['name'] = coll_output_properties1['name'] + '_output'
        coll_log_properties1 = copy.deepcopy(coll_properties1)
        coll_log_properties1['relation_type'] = CollectionRelationType.Log
        coll_log_properties1['name'] = coll_log_properties1['name'] + '_log'

        origin_coll_input_id1 = add_collection(**coll_input_properties1)
        origin_coll_output_id1 = add_collection(**coll_output_properties1)
        origin_coll_log_id1 = add_collection(**coll_log_properties1)
        origin_coll_id_list1 = [origin_coll_input_id1, origin_coll_output_id1, origin_coll_log_id1]

        req_trans_colls = get_collections_by_request(request_id=origin_request_id, workload_id=None)
        assert_equal(len(req_trans_colls.keys()), 1)
        req_id = list(req_trans_colls.keys())[0]
        assert_equal(origin_request_id, req_id)
        assert_equal(len(req_trans_colls[req_id].keys()), 2)
        for trans_id in req_trans_colls[req_id]:
            if trans_id == origin_trans_id:
                colls = req_trans_colls[req_id][trans_id]
                assert_equal(len(colls), 3)
                for coll in colls:
                    assert_in(coll['coll_id'], origin_coll_id_list)
                    for key in coll_properties:
                        if key == 'relation_type':
                            if coll['coll_id'] == origin_coll_input_id:
                                assert_equal(coll[key], CollectionRelationType.Input)
                            elif coll['coll_id'] == origin_coll_output_id:
                                assert_equal(coll[key], CollectionRelationType.Output)
                            else:
                                assert_equal(coll['coll_id'], origin_coll_log_id)
                                assert_equal(coll[key], CollectionRelationType.Log)
                        if key == 'name':
                            if coll['coll_id'] == origin_coll_input_id:
                                assert_equal(coll[key], coll_input_properties[key])
                            elif coll['coll_id'] == origin_coll_output_id:
                                assert_equal(coll[key], coll_output_properties[key])
                            else:
                                assert_equal(coll[key], coll_log_properties[key])
            if trans_id == origin_trans_id1:
                colls = req_trans_colls[req_id][trans_id]
                assert_equal(len(colls), 3)
                for coll in colls:
                    assert_in(coll['coll_id'], origin_coll_id_list1)
                    for key in coll_properties:
                        if key == 'relation_type':
                            if coll['coll_id'] == origin_coll_input_id1:
                                assert_equal(coll[key], CollectionRelationType.Input)
                            elif coll['coll_id'] == origin_coll_output_id1:
                                assert_equal(coll[key], CollectionRelationType.Output)
                            else:
                                assert_equal(coll['coll_id'], origin_coll_log_id1)
                                assert_equal(coll[key], CollectionRelationType.Log)
                        if key == 'name':
                            if coll['coll_id'] == origin_coll_input_id1:
                                assert_equal(coll[key], coll_input_properties1[key])
                            elif coll['coll_id'] == origin_coll_output_id1:
                                assert_equal(coll[key], coll_output_properties1[key])
                            else:
                                assert_equal(coll[key], coll_log_properties1[key])

        req_trans_colls1 = get_collections_by_request(request_id=None, workload_id=req_properties['request_metadata']['workload_id'])
        assert_equal(is_same_req_trans_colls(req_trans_colls, req_trans_colls1), True)

        req_trans_colls1 = get_collections_by_request(request_id=origin_request_id, workload_id=req_properties['request_metadata']['workload_id'])
        assert_equal(is_same_req_trans_colls(req_trans_colls, req_trans_colls1), True)

        req_trans_colls = get_collections(scope=coll_properties['scope'], name=coll_properties['name'], request_id=None, workload_id=None)
        assert_equal(len(req_trans_colls.keys()), 1)
        req_id = list(req_trans_colls.keys())[0]
        assert_equal(origin_request_id, req_id)
        assert_equal(len(req_trans_colls[req_id].keys()), 2)
        for trans_id in req_trans_colls[req_id]:
            if trans_id == origin_trans_id:
                colls = req_trans_colls[req_id][trans_id]
                assert_equal(len(colls), 3)
                for coll in colls:
                    assert_in(coll['coll_id'], origin_coll_id_list)
                    for key in coll_properties:
                        if key == 'relation_type':
                            if coll['coll_id'] == origin_coll_input_id:
                                assert_equal(coll[key], CollectionRelationType.Input)
                            elif coll['coll_id'] == origin_coll_output_id:
                                assert_equal(coll[key], CollectionRelationType.Output)
                            else:
                                assert_equal(coll['coll_id'], origin_coll_log_id)
                                assert_equal(coll[key], CollectionRelationType.Log)
                        if key == 'name':
                            if coll['coll_id'] == origin_coll_input_id:
                                assert_equal(coll[key], coll_input_properties[key])
                            elif coll['coll_id'] == origin_coll_output_id:
                                assert_equal(coll[key], coll_output_properties[key])
                            else:
                                assert_equal(coll[key], coll_log_properties[key])
            if trans_id == origin_trans_id1:
                colls = req_trans_colls[req_id][trans_id]
                assert_equal(len(colls), 3)
                for coll in colls:
                    assert_in(coll['coll_id'], origin_coll_id_list1)
                    for key in coll_properties:
                        if key == 'relation_type':
                            if coll['coll_id'] == origin_coll_input_id1:
                                assert_equal(coll[key], CollectionRelationType.Input)
                            elif coll['coll_id'] == origin_coll_output_id1:
                                assert_equal(coll[key], CollectionRelationType.Output)
                            else:
                                assert_equal(coll['coll_id'], origin_coll_log_id1)
                                assert_equal(coll[key], CollectionRelationType.Log)
                        if key == 'name':
                            if coll['coll_id'] == origin_coll_input_id1:
                                assert_equal(coll[key], coll_input_properties1[key])
                            elif coll['coll_id'] == origin_coll_output_id1:
                                assert_equal(coll[key], coll_output_properties1[key])
                            else:
                                assert_equal(coll[key], coll_log_properties1[key])

        req_properties = get_request_properties()
        origin_request_id = add_request(**req_properties)

        trans_properties = get_transform_properties()
        trans_properties['request_id'] = origin_request_id
        origin_trans_id = add_transform(**trans_properties)

        coll_properties = get_collection_properties()
        coll_properties['transform_id'] = origin_trans_id
        coll_properties['request_id'] = origin_request_id
        coll_input_properties = copy.deepcopy(coll_properties)
        coll_input_properties['name'] = coll_input_properties['name'] + '_input'
        coll_output_properties = copy.deepcopy(coll_properties)
        coll_output_properties['relation_type'] = CollectionRelationType.Output
        coll_output_properties['name'] = coll_output_properties['name'] + '_output'

        origin_coll_input_id = add_collection(**coll_input_properties)
        origin_coll_output_id = add_collection(**coll_output_properties)

        content_input_properties = get_content_properties()
        content_input_properties['coll_id'] = origin_coll_input_id
        origin_content_input_id_0_100 = add_content(returning_id=True, **content_input_properties)
        content_input_properties_100_200 = copy.deepcopy(content_input_properties)
        content_input_properties_100_200['min_id'] = 100
        content_input_properties_100_200['max_id'] = 200
        origin_content_input_id_100_200 = add_content(returning_id=True, **content_input_properties_100_200)
        content_input_properties_name1 = copy.deepcopy(content_input_properties)
        content_input_properties_name1['name'] = content_input_properties_name1['name'] + '_1'
        content_input_properties_name1_id = add_content(returning_id=True, **content_input_properties_name1)

        content_output_properties = get_content_properties()
        content_output_properties['content_type'] = ContentType.File
        content_output_properties['min_id'] = 0
        content_output_properties['max_id'] = 1000
        content_output_properties['coll_id'] = origin_coll_output_id
        origin_content_output_id_0_1000 = add_content(returning_id=True, **content_output_properties)
        content_output_properties_0_100 = copy.deepcopy(content_output_properties)
        content_output_properties_0_100['min_id'] = 0
        content_output_properties_0_100['max_id'] = 100
        content_output_properties['content_type'] = ContentType.Event
        origin_content_output_id_0_100 = add_content(returning_id=True, **content_output_properties_0_100)
        content_output_properties_100_200 = copy.deepcopy(content_output_properties)
        content_output_properties_100_200['min_id'] = 100
        content_output_properties_100_200['max_id'] = 200
        content_output_properties['content_type'] = ContentType.Event
        origin_content_output_id_100_200 = add_content(returning_id=True, **content_output_properties_100_200)
        content_output_properties_name1 = copy.deepcopy(content_output_properties)
        content_output_properties_name1['name'] = content_output_properties_name1['name'] + '_1'
        content_output_properties_name1_id = add_content(returning_id=True, **content_output_properties_name1)

        with assert_raises(exceptions.WrongParameterException):
            get_contents(coll_scope=None, coll_name=None, request_id=None, workload_id=None, relation_type=None)

        req_trans_coll_contents = get_contents(coll_scope=coll_properties['scope'], coll_name=coll_properties['name'],
                                               request_id=origin_request_id, workload_id=req_properties['request_metadata']['workload_id'])
        coll_contents = req_trans_coll_contents[origin_request_id][origin_trans_id]
        coll_input_scope_name = '%s:%s' % (coll_input_properties['scope'], coll_input_properties['name'])
        coll_output_scope_name = '%s:%s' % (coll_output_properties['scope'], coll_output_properties['name'])
        coll_scope_names = [scope_name for scope_name in coll_contents]
        assert_equal(coll_scope_names, [coll_input_scope_name, coll_output_scope_name])
        input_contents = coll_contents[coll_input_scope_name]['contents']
        output_contents = coll_contents[coll_output_scope_name]['contents']
        assert_equal(len(input_contents), 3)
        assert_equal(len(output_contents), 4)
        input_content_ids = [input_content['content_id'] for input_content in input_contents]
        assert_equal(input_content_ids, [origin_content_input_id_0_100, origin_content_input_id_100_200, content_input_properties_name1_id])
        output_content_ids = [output_content['content_id'] for output_content in output_contents]
        assert_equal(output_content_ids, [origin_content_output_id_0_1000, origin_content_output_id_0_100,
                                          origin_content_output_id_100_200, content_output_properties_name1_id])

        req_trans_coll_contents = get_contents(coll_scope=coll_properties['scope'], coll_name=coll_properties['name'],
                                               request_id=origin_request_id, workload_id=req_properties['request_metadata']['workload_id'],
                                               relation_type=CollectionRelationType.Input)
        coll_contents = req_trans_coll_contents[origin_request_id][origin_trans_id]
        coll_input_scope_name = '%s:%s' % (coll_input_properties['scope'], coll_input_properties['name'])
        coll_scope_names = list(coll_contents.keys())
        assert_equal(coll_scope_names, [coll_input_scope_name])

        req_trans_coll_contents = get_contents(coll_scope=coll_properties['scope'], coll_name=coll_properties['name'],
                                               request_id=origin_request_id, workload_id=req_properties['request_metadata']['workload_id'],
                                               relation_type=CollectionRelationType.Output)
        coll_contents = req_trans_coll_contents[origin_request_id][origin_trans_id]
        coll_output_scope_name = '%s:%s' % (coll_output_properties['scope'], coll_output_properties['name'])
        coll_scope_names = list(coll_contents.keys())
        assert_equal(coll_scope_names, [coll_output_scope_name])

        contents = [{'scope': content_output_properties['scope'], 'name': content_output_properties['name'],
                     'min_id': content_output_properties['min_id'], 'max_id': content_output_properties['max_id'],
                     'status': ContentStatus.Available, 'path': '/abc/test_path'},
                    {'scope': content_output_properties_name1['scope'], 'name': content_output_properties_name1['name'],
                     'min_id': content_output_properties_name1['min_id'], 'max_id': content_output_properties_name1['max_id'],
                     'status': ContentStatus.Failed}]
        register_output_contents(coll_scope=coll_output_properties['scope'], coll_name=coll_output_properties['name'],
                                 contents=contents, request_id=origin_request_id, workload_id=None)
        content = get_content(content_id=origin_content_output_id_0_1000)
        assert_equal(content['status'], ContentStatus.Available)
        assert_equal(content['path'], '/abc/test_path')
        content = get_content(content_id=content_output_properties_name1_id)
        assert_equal(content['status'], ContentStatus.Failed)

        contents = get_match_contents(coll_scope=coll_output_properties['scope'], coll_name=coll_output_properties['name'],
                                      scope=content_output_properties['scope'], name=content_output_properties['name'],
                                      min_id=None, max_id=None, request_id=origin_request_id,
                                      workload_id=req_properties['request_metadata']['workload_id'], only_return_best_match=False)
        assert_equal(len(contents), 3)
        content_ids = [content['content_id'] for content in contents]
        content_ids.sort()
        content_ids1 = [origin_content_output_id_0_1000, origin_content_output_id_0_100, origin_content_output_id_100_200]
        content_ids1.sort()
        assert_equal(content_ids, content_ids1)

        contents = get_match_contents(coll_scope=coll_output_properties['scope'], coll_name=coll_output_properties['name'],
                                      scope=content_output_properties['scope'], name=content_output_properties['name'],
                                      min_id=0, max_id=50, request_id=origin_request_id,
                                      workload_id=req_properties['request_metadata']['workload_id'], only_return_best_match=False)
        assert_equal(len(contents), 2)
        content_ids = [content['content_id'] for content in contents]
        content_ids.sort()
        content_ids1 = [origin_content_output_id_0_1000, origin_content_output_id_0_100]
        content_ids1.sort()
        assert_equal(content_ids, content_ids1)

        contents = get_match_contents(coll_scope=coll_output_properties['scope'], coll_name=coll_output_properties['name'],
                                      scope=content_output_properties['scope'], name=content_output_properties['name'],
                                      min_id=0, max_id=50, request_id=origin_request_id,
                                      workload_id=req_properties['request_metadata']['workload_id'], only_return_best_match=True)
        assert_equal(len(contents), 1)
        content_ids = [content['content_id'] for content in contents]
        assert_equal(content_ids, [origin_content_output_id_0_100])