import pytest from .utils import * from .constants import * TIMEOUT = 120 class TestCreateBase: """ ****************************************************************** The following cases are used to test `create_partition` function ****************************************************************** """ def test_create_partition(self, connect, collection): ''' target: test create partition, check status returned method: call function: create_partition expected: status ok ''' connect.create_partition(collection, default_tag) @pytest.mark.level(2) @pytest.mark.timeout(600) @pytest.mark.skip def test_create_partition_limit(self, connect, collection, args): ''' target: test create partitions, check status returned method: call function: create_partition for 4097 times expected: exception raised ''' threads_num = 8 threads = [] if args["handler"] == "HTTP": pytest.skip("skip in http mode") def create(connect, threads_num): for i in range(max_partition_num // threads_num): tag_tmp = gen_unique_str() connect.create_partition(collection, tag_tmp) for i in range(threads_num): m = get_milvus(host=args["ip"], port=args["port"], handler=args["handler"]) t = threading.Thread(target=create, args=(m, threads_num, )) threads.append(t) t.start() for t in threads: t.join() tag_tmp = gen_unique_str() with pytest.raises(Exception) as e: connect.create_partition(collection, tag_tmp) def test_create_partition_repeat(self, connect, collection): ''' target: test create partition, check status returned method: call function: create_partition expected: status ok ''' connect.create_partition(collection, default_tag) with pytest.raises(Exception) as e: connect.create_partition(collection, default_tag) def test_create_partition_collection_not_existed(self, connect): ''' target: test create partition, its owner collection name not existed in db, check status returned method: call function: create_partition expected: status not ok ''' collection_name = gen_unique_str() with pytest.raises(Exception) as e: connect.create_partition(collection_name, default_tag) def test_create_partition_tag_name_None(self, connect, collection): ''' target: test create partition, tag name set None, check status returned method: call function: create_partition expected: status ok ''' tag_name = None with pytest.raises(Exception) as e: connect.create_partition(collection, tag_name) def test_create_different_partition_tags(self, connect, collection): ''' target: test create partition twice with different names method: call function: create_partition, and again expected: status ok ''' connect.create_partition(collection, default_tag) tag_name = gen_unique_str() connect.create_partition(collection, tag_name) tag_list = connect.list_partitions(collection) assert default_tag in tag_list assert tag_name in tag_list assert "_default" in tag_list @pytest.mark.skip("not support custom id") def test_create_partition_insert_default(self, connect, id_collection): ''' target: test create partition, and insert vectors, check status returned method: call function: create_partition expected: status ok ''' connect.create_partition(id_collection, default_tag) ids = [i for i in range(default_nb)] insert_ids = connect.insert(id_collection, default_entities, ids) assert len(insert_ids) == len(ids) @pytest.mark.skip("not support custom id") def test_create_partition_insert_with_tag(self, connect, id_collection): ''' target: test create partition, and insert vectors, check status returned method: call function: create_partition expected: status ok ''' connect.create_partition(id_collection, default_tag) ids = [i for i in range(default_nb)] insert_ids = connect.insert(id_collection, default_entities, ids, partition_tag=default_tag) assert len(insert_ids) == len(ids) def test_create_partition_insert_with_tag_not_existed(self, connect, collection): ''' target: test create partition, and insert vectors, check status returned method: call function: create_partition expected: status not ok ''' tag_new = "tag_new" connect.create_partition(collection, default_tag) ids = [i for i in range(default_nb)] with pytest.raises(Exception) as e: insert_ids = connect.insert(collection, default_entities, ids, partition_tag=tag_new) @pytest.mark.skip("not support custom id") def test_create_partition_insert_same_tags(self, connect, id_collection): ''' target: test create partition, and insert vectors, check status returned method: call function: create_partition expected: status ok ''' connect.create_partition(id_collection, default_tag) ids = [i for i in range(default_nb)] insert_ids = connect.insert(id_collection, default_entities, ids, partition_tag=default_tag) ids = [(i+default_nb) for i in range(default_nb)] new_insert_ids = connect.insert(id_collection, default_entities, ids, partition_tag=default_tag) connect.flush([id_collection]) res = connect.count_entities(id_collection) assert res == default_nb * 2 @pytest.mark.level(2) @pytest.mark.skip("not support count entities") def test_create_partition_insert_same_tags_two_collections(self, connect, collection): ''' target: test create two partitions, and insert vectors with the same tag to each collection, check status returned method: call function: create_partition expected: status ok, collection length is correct ''' connect.create_partition(collection, default_tag) collection_new = gen_unique_str() connect.create_collection(collection_new, default_fields) connect.create_partition(collection_new, default_tag) ids = connect.insert(collection, default_entities, partition_tag=default_tag) ids = connect.insert(collection_new, default_entities, partition_tag=default_tag) connect.flush([collection, collection_new]) res = connect.count_entities(collection) assert res == default_nb res = connect.count_entities(collection_new) assert res == default_nb class TestShowBase: """ ****************************************************************** The following cases are used to test `list_partitions` function ****************************************************************** """ def test_list_partitions(self, connect, collection): ''' target: test show partitions, check status and partitions returned method: create partition first, then call function: list_partitions expected: status ok, partition correct ''' connect.create_partition(collection, default_tag) res = connect.list_partitions(collection) assert default_tag in res def test_list_partitions_no_partition(self, connect, collection): ''' target: test show partitions with collection name, check status and partitions returned method: call function: list_partitions expected: status ok, partitions correct ''' res = connect.list_partitions(collection) assert len(res) == 1 def test_show_multi_partitions(self, connect, collection): ''' target: test show partitions, check status and partitions returned method: create partitions first, then call function: list_partitions expected: status ok, partitions correct ''' tag_new = gen_unique_str() connect.create_partition(collection, default_tag) connect.create_partition(collection, tag_new) res = connect.list_partitions(collection) assert default_tag in res assert tag_new in res class TestHasBase: """ ****************************************************************** The following cases are used to test `has_partition` function ****************************************************************** """ @pytest.fixture( scope="function", params=gen_invalid_strs() ) def get_tag_name(self, request): yield request.param def test_has_partition(self, connect, collection): ''' target: test has_partition, check status and result method: create partition first, then call function: has_partition expected: status ok, result true ''' connect.create_partition(collection, default_tag) res = connect.has_partition(collection, default_tag) logging.getLogger().info(res) assert res def test_has_partition_multi_partitions(self, connect, collection): ''' target: test has_partition, check status and result method: create partition first, then call function: has_partition expected: status ok, result true ''' for tag_name in [default_tag, "tag_new", "tag_new_new"]: connect.create_partition(collection, tag_name) for tag_name in [default_tag, "tag_new", "tag_new_new"]: res = connect.has_partition(collection, tag_name) assert res def test_has_partition_tag_not_existed(self, connect, collection): ''' target: test has_partition, check status and result method: then call function: has_partition, with tag not existed expected: status ok, result empty ''' res = connect.has_partition(collection, default_tag) logging.getLogger().info(res) assert not res def test_has_partition_collection_not_existed(self, connect, collection): ''' target: test has_partition, check status and result method: then call function: has_partition, with collection not existed expected: status not ok ''' with pytest.raises(Exception) as e: res = connect.has_partition("not_existed_collection", default_tag) @pytest.mark.level(2) def test_has_partition_with_invalid_tag_name(self, connect, collection, get_tag_name): ''' target: test has partition, with invalid tag name, check status returned method: call function: has_partition expected: status ok ''' tag_name = get_tag_name connect.create_partition(collection, default_tag) with pytest.raises(Exception) as e: res = connect.has_partition(collection, tag_name) class TestDropBase: """ ****************************************************************** The following cases are used to test `drop_partition` function ****************************************************************** """ def test_drop_partition(self, connect, collection): ''' target: test drop partition, check status and partition if existed method: create partitions first, then call function: drop_partition expected: status ok, no partitions in db ''' connect.create_partition(collection, default_tag) connect.drop_partition(collection, default_tag) res = connect.list_partitions(collection) tag_list = [] assert default_tag not in tag_list def test_drop_partition_tag_not_existed(self, connect, collection): ''' target: test drop partition, but tag not existed method: create partitions first, then call function: drop_partition expected: status not ok ''' connect.create_partition(collection, default_tag) new_tag = "new_tag" with pytest.raises(Exception) as e: connect.drop_partition(collection, new_tag) def test_drop_partition_tag_not_existed_A(self, connect, collection): ''' target: test drop partition, but collection not existed method: create partitions first, then call function: drop_partition expected: status not ok ''' connect.create_partition(collection, default_tag) new_collection = gen_unique_str() with pytest.raises(Exception) as e: connect.drop_partition(new_collection, default_tag) @pytest.mark.level(2) def test_drop_partition_repeatedly(self, connect, collection): ''' target: test drop partition twice, check status and partition if existed method: create partitions first, then call function: drop_partition expected: status not ok, no partitions in db ''' connect.create_partition(collection, default_tag) connect.drop_partition(collection, default_tag) time.sleep(2) with pytest.raises(Exception) as e: connect.drop_partition(collection, default_tag) tag_list = connect.list_partitions(collection) assert default_tag not in tag_list def test_drop_partition_create(self, connect, collection): ''' target: test drop partition, and create again, check status method: create partitions first, then call function: drop_partition, create_partition expected: status not ok, partition in db ''' connect.create_partition(collection, default_tag) connect.drop_partition(collection, default_tag) time.sleep(2) connect.create_partition(collection, default_tag) tag_list = connect.list_partitions(collection) assert default_tag in tag_list class TestNameInvalid(object): @pytest.fixture( scope="function", params=gen_invalid_strs() ) def get_tag_name(self, request): yield request.param @pytest.fixture( scope="function", params=gen_invalid_strs() ) def get_collection_name(self, request): yield request.param @pytest.mark.level(2) def test_drop_partition_with_invalid_collection_name(self, connect, collection, get_collection_name): ''' target: test drop partition, with invalid collection name, check status returned method: call function: drop_partition expected: status not ok ''' collection_name = get_collection_name connect.create_partition(collection, default_tag) with pytest.raises(Exception) as e: connect.drop_partition(collection_name, default_tag) @pytest.mark.level(2) def test_drop_partition_with_invalid_tag_name(self, connect, collection, get_tag_name): ''' target: test drop partition, with invalid tag name, check status returned method: call function: drop_partition expected: status not ok ''' tag_name = get_tag_name connect.create_partition(collection, default_tag) with pytest.raises(Exception) as e: connect.drop_partition(collection, tag_name) @pytest.mark.level(2) def test_list_partitions_with_invalid_collection_name(self, connect, collection, get_collection_name): ''' target: test show partitions, with invalid collection name, check status returned method: call function: list_partitions expected: status not ok ''' collection_name = get_collection_name connect.create_partition(collection, default_tag) with pytest.raises(Exception) as e: res = connect.list_partitions(collection_name)