mirror of
https://gitee.com/milvus-io/milvus.git
synced 2024-12-11 01:16:09 +08:00
1188 lines
47 KiB
Python
1188 lines
47 KiB
Python
import pytest
|
|
from pymilvus import DataType, ParamError, BaseException
|
|
from utils.utils import *
|
|
from common.constants import *
|
|
from common.common_type import CaseLabel
|
|
|
|
ADD_TIMEOUT = 60
|
|
uid = "test_insert"
|
|
field_name = default_float_vec_field_name
|
|
binary_field_name = default_binary_vec_field_name
|
|
default_single_query = {
|
|
"bool": {
|
|
"must": [
|
|
{"vector": {field_name: {"topk": 10, "query": gen_vectors(1, default_dim), "metric_type": "L2",
|
|
"params": {"nprobe": 10}}}}
|
|
]
|
|
}
|
|
}
|
|
|
|
|
|
class TestInsertBase:
|
|
"""
|
|
******************************************************************
|
|
The following cases are used to test `insert` function
|
|
******************************************************************
|
|
"""
|
|
|
|
@pytest.fixture(
|
|
scope="function",
|
|
params=gen_simple_index()
|
|
)
|
|
def get_simple_index(self, request, connect):
|
|
# if str(connect._cmd("mode")) == "CPU":
|
|
if request.param["index_type"] in index_cpu_not_support():
|
|
pytest.skip("CPU not support index_type: ivf_sq8h")
|
|
logging.getLogger().info(request.param)
|
|
return request.param
|
|
|
|
@pytest.fixture(
|
|
scope="function",
|
|
params=gen_single_filter_fields()
|
|
)
|
|
def get_filter_field(self, request):
|
|
yield request.param
|
|
|
|
@pytest.fixture(
|
|
scope="function",
|
|
params=gen_single_vector_fields()
|
|
)
|
|
def get_vector_field(self, request):
|
|
yield request.param
|
|
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_with_empty_entity(self, connect, collection):
|
|
'''
|
|
target: test insert with empty entity list
|
|
method: set empty entity list as insert method params
|
|
expected: raises a ParamError exception
|
|
'''
|
|
entities = []
|
|
with pytest.raises(ParamError) as e:
|
|
connect.insert(collection, entities)
|
|
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_with_None(self, connect, collection):
|
|
'''
|
|
target: test insert with None
|
|
method: set None as insert method params
|
|
expected: raises a ParamError
|
|
'''
|
|
entity = None
|
|
with pytest.raises(Exception) as e:
|
|
connect.insert(collection, entity)
|
|
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_collection_not_existed(self, connect):
|
|
'''
|
|
target: test insert, with collection not existed
|
|
method: insert entity into a random named collection
|
|
expected: raise a BaseException
|
|
'''
|
|
collection_name = gen_unique_str(uid)
|
|
with pytest.raises(BaseException) as e:
|
|
connect.insert(collection_name, default_entities)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_without_connect(self, dis_connect, collection):
|
|
'''
|
|
target: test insert entities without connection
|
|
method: create collection and insert entities in it, check if inserted successfully
|
|
expected: raise exception
|
|
'''
|
|
with pytest.raises(Exception) as e:
|
|
dis_connect.insert(collection, default_entities)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
def test_insert_drop_collection(self, connect, collection):
|
|
'''
|
|
target: test delete collection after insert entities
|
|
method: insert entities and drop collection
|
|
expected: has_collection false
|
|
'''
|
|
result = connect.insert(collection, default_entity)
|
|
assert len(result.primary_keys) == 1
|
|
connect.drop_collection(collection)
|
|
assert connect.has_collection(collection) == False
|
|
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_flush_drop_collection(self, connect, collection):
|
|
'''
|
|
target: test drop collection after insert entities for a while
|
|
method: insert entities, sleep, and delete collection
|
|
expected: has_collection false
|
|
'''
|
|
result = connect.insert(collection, default_entity)
|
|
assert len(result.primary_keys) == 1
|
|
connect.flush([collection])
|
|
connect.drop_collection(collection)
|
|
assert connect.has_collection(collection) == False
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
def test_insert_create_index(self, connect, collection, get_simple_index):
|
|
'''
|
|
target: test build index insert after entities
|
|
method: insert entities and build index
|
|
expected: no error raised
|
|
'''
|
|
result = connect.insert(collection, default_entities)
|
|
assert len(result.primary_keys) == default_nb
|
|
connect.flush([collection])
|
|
connect.create_index(collection, field_name, get_simple_index)
|
|
if get_simple_index["index_type"] != "FLAT":
|
|
index = connect.describe_index(collection, "")
|
|
create_target_index(get_simple_index, field_name)
|
|
assert index == get_simple_index
|
|
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_after_create_index(self, connect, collection, get_simple_index):
|
|
'''
|
|
target: test build index insert after vector
|
|
method: insert entities and build index
|
|
expected: no error raised
|
|
'''
|
|
connect.create_index(collection, field_name, get_simple_index)
|
|
result = connect.insert(collection, default_entities)
|
|
assert len(result.primary_keys) == default_nb
|
|
if get_simple_index["index_type"] != "FLAT":
|
|
index = connect.describe_index(collection, "")
|
|
create_target_index(get_simple_index, field_name)
|
|
assert index == get_simple_index
|
|
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_search(self, connect, collection):
|
|
'''
|
|
target: test search entity after insert entity after a while
|
|
method: insert entity, sleep, and search collection
|
|
expected: no error raised
|
|
'''
|
|
result = connect.insert(collection, default_entities)
|
|
connect.flush([collection])
|
|
connect.load_collection(collection)
|
|
res = connect.search(collection, default_single_query)
|
|
assert len(res[0]) == default_top_k
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def _test_insert_segment_row_count(self, connect, collection):
|
|
nb = default_segment_row_limit + 1
|
|
result = connect.insert(collection, gen_entities(nb))
|
|
connect.flush([collection])
|
|
assert len(result.primary_keys) == nb
|
|
stats = connect.get_collection_stats(collection)
|
|
assert len(stats['partitions'][0]['segments']) == 2
|
|
for segment in stats['partitions'][0]['segments']:
|
|
assert segment['row_count'] in [default_segment_row_limit, 1]
|
|
|
|
@pytest.fixture(
|
|
scope="function",
|
|
params=[
|
|
1,
|
|
2000
|
|
],
|
|
)
|
|
def insert_count(self, request):
|
|
yield request.param
|
|
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_ids(self, connect, id_collection, insert_count):
|
|
'''
|
|
target: test insert entities in collection, use customize ids
|
|
method: create collection and insert entities in it, check the ids returned and the collection length after entities inserted
|
|
expected: the length of ids and the collection row count
|
|
'''
|
|
nb = insert_count
|
|
ids = [i for i in range(nb)]
|
|
entities = gen_entities(nb)
|
|
entities[0]["values"] = ids
|
|
result = connect.insert(id_collection, entities)
|
|
connect.flush([id_collection])
|
|
assert len(result.primary_keys) == nb
|
|
assert result.primary_keys == ids
|
|
stats = connect.get_collection_stats(id_collection)
|
|
assert stats[row_count] == nb
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
def test_insert_the_same_ids(self, connect, id_collection, insert_count):
|
|
'''
|
|
target: test insert vectors in collection, use customize the same ids
|
|
method: create collection and insert vectors in it, check the ids returned and the collection length after vectors inserted
|
|
expected: the length of ids and the collection row count
|
|
'''
|
|
nb = insert_count
|
|
ids = [1 for i in range(nb)]
|
|
entities = gen_entities(nb)
|
|
entities[0]["values"] = ids
|
|
result = connect.insert(id_collection, entities)
|
|
connect.flush([id_collection])
|
|
assert len(result.primary_keys) == nb
|
|
assert result.primary_keys == ids
|
|
stats = connect.get_collection_stats(id_collection)
|
|
assert stats[row_count] == nb
|
|
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_ids_fields(self, connect, get_filter_field, get_vector_field):
|
|
'''
|
|
target: test create normal collection with different fields, insert entities into id with ids
|
|
method: create collection with diff fields: metric/field_type/..., insert, and count
|
|
expected: row count correct
|
|
'''
|
|
nb = 5
|
|
filter_field = get_filter_field
|
|
vector_field = get_vector_field
|
|
collection_name = gen_unique_str("test_collection")
|
|
fields = {
|
|
"fields": [gen_primary_field(), filter_field, vector_field],
|
|
"auto_id": False
|
|
}
|
|
connect.create_collection(collection_name, fields)
|
|
ids = [i for i in range(nb)]
|
|
entities = gen_entities_by_fields(fields["fields"], nb, default_dim, ids)
|
|
logging.getLogger().info(entities)
|
|
result = connect.insert(collection_name, entities)
|
|
assert result.primary_keys == ids
|
|
connect.flush([collection_name])
|
|
stats = connect.get_collection_stats(collection_name)
|
|
assert stats[row_count] == nb
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
def test_insert_ids_not_match(self, connect, id_collection, insert_count):
|
|
'''
|
|
target: test insert entities in collection without ids
|
|
method: create id_collection and insert entities without
|
|
expected: exception raised
|
|
'''
|
|
nb = insert_count
|
|
with pytest.raises(Exception) as e:
|
|
entities = gen_entities(nb)
|
|
del entities[0]
|
|
connect.insert(id_collection, entities)
|
|
|
|
# TODO
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_twice_ids_no_ids(self, connect, id_collection):
|
|
'''
|
|
target: check the result of insert, with params ids and no ids
|
|
method: test insert vectors twice, use customize ids first, and then use no ids
|
|
expected: BaseException raised
|
|
'''
|
|
ids = [i for i in range(default_nb)]
|
|
entities = copy.deepcopy(default_entities)
|
|
entities[0]["values"] = ids
|
|
connect.insert(id_collection, entities)
|
|
with pytest.raises(Exception) as e:
|
|
del entities[0]
|
|
connect.insert(id_collection, entities)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
def test_insert_not_ids(self, connect, id_collection):
|
|
'''
|
|
target: check the result of insert, with params ids and no ids
|
|
method: test insert vectors twice, use not ids first, and then use customize ids
|
|
expected: error raised
|
|
'''
|
|
entities = copy.deepcopy(default_entities)
|
|
del entities[0]
|
|
with pytest.raises(Exception) as e:
|
|
connect.insert(id_collection, entities)
|
|
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_ids_length_not_match_batch(self, connect, id_collection):
|
|
'''
|
|
target: test insert vectors in collection, use customize ids, len(ids) != len(vectors)
|
|
method: create collection and insert vectors in it
|
|
expected: raise an exception
|
|
'''
|
|
ids = [i for i in range(1, default_nb)]
|
|
logging.getLogger().info(len(ids))
|
|
entities = copy.deepcopy(default_entities)
|
|
entities[0]["values"] = ids
|
|
with pytest.raises(Exception) as e:
|
|
connect.insert(id_collection, entities)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
def test_insert_ids_length_not_match_single(self, connect, id_collection):
|
|
'''
|
|
target: test insert vectors in collection, use customize ids, len(ids) != len(vectors)
|
|
method: create collection and insert vectors in it
|
|
expected: raise an exception
|
|
'''
|
|
ids = [i for i in range(1, default_nb)]
|
|
logging.getLogger().info(len(ids))
|
|
entity = copy.deepcopy(default_entity)
|
|
entity[0]["values"] = ids
|
|
with pytest.raises(Exception) as e:
|
|
connect.insert(id_collection, entity)
|
|
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_partition(self, connect, collection):
|
|
'''
|
|
target: test insert entities in collection created before
|
|
method: create collection and insert entities in it, with the partition_name param
|
|
expected: the collection row count equals to nq
|
|
'''
|
|
connect.create_partition(collection, default_tag)
|
|
result = connect.insert(collection, default_entities, partition_name=default_tag)
|
|
assert len(result.primary_keys) == default_nb
|
|
assert connect.has_partition(collection, default_tag)
|
|
connect.flush([collection])
|
|
stats = connect.get_collection_stats(collection)
|
|
assert stats[row_count] == default_nb
|
|
|
|
# TODO
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_partition_with_ids(self, connect, id_collection):
|
|
'''
|
|
target: test insert entities in collection created before, insert with ids
|
|
method: create collection and insert entities in it, with the partition_name param
|
|
expected: the collection row count equals to nq
|
|
'''
|
|
connect.create_partition(id_collection, default_tag)
|
|
ids = [i for i in range(default_nb)]
|
|
entities = gen_entities(default_nb)
|
|
entities[0]["values"] = ids
|
|
result = connect.insert(id_collection, entities, partition_name=default_tag)
|
|
assert result.primary_keys == ids
|
|
logging.getLogger().info(connect.describe_collection(id_collection))
|
|
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_default_partition(self, connect, collection):
|
|
'''
|
|
target: test insert entities into default partition
|
|
method: create partition and insert info collection without tag params
|
|
expected: the collection row count equals to nb
|
|
'''
|
|
result = connect.insert(collection, default_entities, partition_name=default_partition_name)
|
|
assert len(result.primary_keys) == default_nb
|
|
connect.flush([collection])
|
|
stats = connect.get_collection_stats(collection)
|
|
assert stats[row_count] == default_nb
|
|
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_partition_not_existed(self, connect, collection):
|
|
'''
|
|
target: test insert entities in collection created before
|
|
method: create collection and insert entities in it, with the not existed partition_name param
|
|
expected: error raised
|
|
'''
|
|
tag = gen_unique_str()
|
|
with pytest.raises(Exception) as e:
|
|
connect.insert(collection, default_entities, partition_name=tag)
|
|
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_partition_repeatedly(self, connect, collection):
|
|
'''
|
|
target: test insert entities in collection created before
|
|
method: create collection and insert entities in it repeatly, with the partition_name param
|
|
expected: the collection row count equals to nq
|
|
'''
|
|
connect.create_partition(collection, default_tag)
|
|
result = connect.insert(collection, default_entities, partition_name=default_tag)
|
|
result = connect.insert(collection, default_entities, partition_name=default_tag)
|
|
connect.flush([collection])
|
|
res = connect.get_collection_stats(collection)
|
|
assert res[row_count] == 2 * default_nb
|
|
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_dim_not_matched(self, connect, collection):
|
|
'''
|
|
target: test insert entities, the vector dimension is not equal to the collection dimension
|
|
method: the entities dimension is half of the collection dimension, check the status
|
|
expected: error raised
|
|
'''
|
|
vectors = gen_vectors(default_nb, int(default_dim) // 2)
|
|
insert_entities = copy.deepcopy(default_entities)
|
|
insert_entities[-1]["values"] = vectors
|
|
with pytest.raises(Exception) as e:
|
|
connect.insert(collection, insert_entities)
|
|
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_with_field_name_not_match(self, connect, collection):
|
|
'''
|
|
target: test insert entities, with the entity field name updated
|
|
method: update entity field name
|
|
expected: error raised
|
|
'''
|
|
tmp_entity = update_field_name(copy.deepcopy(default_entity), "int64", "int64new")
|
|
with pytest.raises(Exception):
|
|
connect.insert(collection, tmp_entity)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_with_field_type_not_match(self, connect, collection):
|
|
'''
|
|
target: test insert entities, with the entity field type updated
|
|
method: update entity field type
|
|
expected: error raised
|
|
'''
|
|
tmp_entity = update_field_type(copy.deepcopy(default_entity), "int64", DataType.FLOAT)
|
|
with pytest.raises(Exception):
|
|
connect.insert(collection, tmp_entity)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_with_field_value_not_match(self, connect, collection):
|
|
'''
|
|
target: test insert entities, with the entity field value updated
|
|
method: update entity field value
|
|
expected: error raised
|
|
'''
|
|
tmp_entity = update_field_value(copy.deepcopy(default_entity), DataType.FLOAT, 's')
|
|
with pytest.raises(Exception):
|
|
connect.insert(collection, tmp_entity)
|
|
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_with_field_more(self, connect, collection):
|
|
'''
|
|
target: test insert entities, with more fields than collection schema
|
|
method: add entity field
|
|
expected: error raised
|
|
'''
|
|
tmp_entity = add_field(copy.deepcopy(default_entity))
|
|
with pytest.raises(Exception):
|
|
connect.insert(collection, tmp_entity)
|
|
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_with_field_vector_more(self, connect, collection):
|
|
'''
|
|
target: test insert entities, with more fields than collection schema
|
|
method: add entity vector field
|
|
expected: error raised
|
|
'''
|
|
tmp_entity = add_vector_field(default_nb, default_dim)
|
|
with pytest.raises(Exception):
|
|
connect.insert(collection, tmp_entity)
|
|
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_with_field_less(self, connect, collection):
|
|
'''
|
|
target: test insert entities, with less fields than collection schema
|
|
method: remove entity field
|
|
expected: error raised
|
|
'''
|
|
tmp_entity = remove_field(copy.deepcopy(default_entity))
|
|
with pytest.raises(Exception):
|
|
connect.insert(collection, tmp_entity)
|
|
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_with_field_vector_less(self, connect, collection):
|
|
'''
|
|
target: test insert entities, with less fields than collection schema
|
|
method: remove entity vector field
|
|
expected: error raised
|
|
'''
|
|
tmp_entity = remove_vector_field(copy.deepcopy(default_entity))
|
|
with pytest.raises(Exception):
|
|
connect.insert(collection, tmp_entity)
|
|
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_with_no_field_vector_value(self, connect, collection):
|
|
'''
|
|
target: test insert entities, with no vector field value
|
|
method: remove entity values of vector field
|
|
expected: error raised
|
|
'''
|
|
tmp_entity = copy.deepcopy(default_entity)
|
|
del tmp_entity[-1]["values"]
|
|
with pytest.raises(Exception):
|
|
connect.insert(collection, tmp_entity)
|
|
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_with_no_field_vector_type(self, connect, collection):
|
|
'''
|
|
target: test insert entities, with no vector field type
|
|
method: remove entity vector field
|
|
expected: error raised
|
|
'''
|
|
tmp_entity = copy.deepcopy(default_entity)
|
|
del tmp_entity[-1]["type"]
|
|
with pytest.raises(Exception):
|
|
connect.insert(collection, tmp_entity)
|
|
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_with_no_field_vector_name(self, connect, collection):
|
|
'''
|
|
target: test insert entities, with no vector field name
|
|
method: remove entity vector field
|
|
expected: error raised
|
|
'''
|
|
tmp_entity = copy.deepcopy(default_entity)
|
|
del tmp_entity[-1]["name"]
|
|
with pytest.raises(Exception):
|
|
connect.insert(collection, tmp_entity)
|
|
|
|
# todo fix timeout
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
@pytest.mark.timeout(30)
|
|
def test_collection_insert_rows_count_multi_threading(self, args, collection):
|
|
'''
|
|
target: test collection rows_count is correct or not with multi threading
|
|
method: create collection and insert entities in it(idmap),
|
|
assert the value returned by count_entities method is equal to length of entities
|
|
expected: the count is equal to the length of entities
|
|
'''
|
|
if args["handler"] == "HTTP":
|
|
pytest.skip("Skip test in http mode")
|
|
thread_num = 8
|
|
threads = []
|
|
milvus = get_milvus(host=args["ip"], port=args["port"], handler=args["handler"], try_connect=False)
|
|
|
|
def insert(thread_i):
|
|
logging.getLogger().info("In thread-%d" % thread_i)
|
|
result = milvus.insert(collection, default_entities)
|
|
milvus.flush([collection])
|
|
|
|
for i in range(thread_num):
|
|
x = threading.Thread(target=insert, args=(i,))
|
|
threads.append(x)
|
|
x.start()
|
|
for th in threads:
|
|
th.join()
|
|
stats = milvus.get_collection_stats(collection)
|
|
assert stats[row_count] == thread_num * default_nb
|
|
|
|
# TODO: unable to set config
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def _test_insert_disable_auto_flush(self, connect, collection):
|
|
'''
|
|
target: test insert entities, with disable autoflush
|
|
method: disable autoflush and insert, get entity
|
|
expected: the count is equal to 0
|
|
'''
|
|
delete_nums = 500
|
|
disable_flush(connect)
|
|
result = connect.insert(collection, default_entities)
|
|
ids = result.primary_keys
|
|
res = connect.get_entity_by_id(collection, ids[:delete_nums])
|
|
assert len(res) == delete_nums
|
|
assert res[0] is None
|
|
|
|
|
|
class TestInsertBinary:
|
|
@pytest.fixture(
|
|
scope="function",
|
|
params=gen_binary_index()
|
|
)
|
|
def get_binary_index(self, request):
|
|
request.param["metric_type"] = "JACCARD"
|
|
return request.param
|
|
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_binary_entities(self, connect, binary_collection):
|
|
'''
|
|
target: test insert entities in binary collection
|
|
method: create collection and insert binary entities in it
|
|
expected: the collection row count equals to nb
|
|
'''
|
|
result = connect.insert(binary_collection, default_binary_entities)
|
|
assert len(result.primary_keys) == default_nb
|
|
connect.flush([binary_collection])
|
|
stats = connect.get_collection_stats(binary_collection)
|
|
assert stats[row_count] == default_nb
|
|
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_binary_partition(self, connect, binary_collection):
|
|
'''
|
|
target: test insert entities and create partition tag
|
|
method: create collection and insert binary entities in it, with the partition_name param
|
|
expected: the collection row count equals to nb
|
|
'''
|
|
connect.create_partition(binary_collection, default_tag)
|
|
result = connect.insert(binary_collection, default_binary_entities, partition_name=default_tag)
|
|
assert len(result.primary_keys) == default_nb
|
|
assert connect.has_partition(binary_collection, default_tag)
|
|
connect.flush([binary_collection])
|
|
stats = connect.get_collection_stats(binary_collection)
|
|
assert stats[row_count] == default_nb
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_binary_multi_times(self, connect, binary_collection):
|
|
'''
|
|
target: test insert entities multi times and final flush
|
|
method: create collection and insert binary entity multi and final flush
|
|
expected: the collection row count equals to nb
|
|
'''
|
|
for i in range(default_nb):
|
|
result = connect.insert(binary_collection, default_binary_entity)
|
|
assert len(result.primary_keys) == 1
|
|
connect.flush([binary_collection])
|
|
stats = connect.get_collection_stats(binary_collection)
|
|
assert stats[row_count] == default_nb
|
|
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_binary_after_create_index(self, connect, binary_collection, get_binary_index):
|
|
'''
|
|
target: test insert binary entities after build index
|
|
method: build index and insert entities
|
|
expected: no error raised
|
|
'''
|
|
connect.create_index(binary_collection, binary_field_name, get_binary_index)
|
|
result = connect.insert(binary_collection, default_binary_entities)
|
|
assert len(result.primary_keys) == default_nb
|
|
connect.flush([binary_collection])
|
|
index = connect.describe_index(binary_collection, "")
|
|
create_target_index(get_binary_index, binary_field_name)
|
|
assert index == get_binary_index
|
|
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_binary_create_index(self, connect, binary_collection, get_binary_index):
|
|
'''
|
|
target: test build index insert after vector
|
|
method: insert vector and build index
|
|
expected: no error raised
|
|
'''
|
|
result = connect.insert(binary_collection, default_binary_entities)
|
|
assert len(result.primary_keys) == default_nb
|
|
connect.flush([binary_collection])
|
|
connect.create_index(binary_collection, binary_field_name, get_binary_index)
|
|
index = connect.describe_index(binary_collection, "")
|
|
create_target_index(get_binary_index, binary_field_name)
|
|
assert index == get_binary_index
|
|
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_binary_search(self, connect, binary_collection):
|
|
'''
|
|
target: test search vector after insert vector after a while
|
|
method: insert vector, sleep, and search collection
|
|
expected: no error raised
|
|
'''
|
|
result = connect.insert(binary_collection, default_binary_entities)
|
|
connect.flush([binary_collection])
|
|
query, vecs = gen_query_vectors(binary_field_name, default_binary_entities, default_top_k, 1,
|
|
metric_type="JACCARD")
|
|
connect.load_collection(binary_collection)
|
|
res = connect.search(binary_collection, query)
|
|
logging.getLogger().debug(res)
|
|
assert len(res[0]) == default_top_k
|
|
|
|
|
|
class TestInsertAsync:
|
|
@pytest.fixture(scope="function", autouse=True)
|
|
def skip_http_check(self, args):
|
|
if args["handler"] == "HTTP":
|
|
pytest.skip("skip in http mode")
|
|
|
|
@pytest.fixture(
|
|
scope="function",
|
|
params=[
|
|
1,
|
|
1000
|
|
],
|
|
)
|
|
def insert_count(self, request):
|
|
yield request.param
|
|
|
|
def check_status(self, result):
|
|
logging.getLogger().info("In callback check status")
|
|
assert not result
|
|
|
|
def check_result(self, result):
|
|
logging.getLogger().info("In callback check results")
|
|
assert result
|
|
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_async(self, connect, collection, insert_count):
|
|
'''
|
|
target: test insert vectors with different length of vectors
|
|
method: set different vectors as insert method params
|
|
expected: length of ids is equal to the length of vectors
|
|
'''
|
|
nb = insert_count
|
|
future = connect.insert(collection, gen_entities(nb), _async=True)
|
|
ids = future.result().primary_keys
|
|
connect.flush([collection])
|
|
assert len(ids) == nb
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_async_false(self, connect, collection, insert_count):
|
|
'''
|
|
target: test insert vectors with different length of vectors
|
|
method: set different vectors as insert method params
|
|
expected: length of ids is equal to the length of vectors
|
|
'''
|
|
nb = insert_count
|
|
result = connect.insert(collection, gen_entities(nb), _async=False)
|
|
# ids = future.result()
|
|
connect.flush([collection])
|
|
assert len(result.primary_keys) == nb
|
|
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_async_callback(self, connect, collection, insert_count):
|
|
'''
|
|
target: test insert vectors with different length of vectors
|
|
method: set different vectors as insert method params
|
|
expected: length of ids is equal to the length of vectors
|
|
'''
|
|
nb = insert_count
|
|
future = connect.insert(collection, gen_entities(nb), _async=True, _callback=self.check_result)
|
|
future.done()
|
|
ids = future.result().primary_keys
|
|
assert len(ids) == nb
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_async_long(self, connect, collection):
|
|
'''
|
|
target: test insert vectors with different length of vectors
|
|
method: set different vectors as insert method params
|
|
expected: length of ids is equal to the length of vectors
|
|
'''
|
|
nb = 50000
|
|
future = connect.insert(collection, gen_entities(nb), _async=True, _callback=self.check_result)
|
|
result = future.result()
|
|
assert len(result.primary_keys) == nb
|
|
connect.flush([collection])
|
|
stats = connect.get_collection_stats(collection)
|
|
logging.getLogger().info(stats)
|
|
assert stats[row_count] == nb
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_async_callback_timeout(self, connect, collection):
|
|
'''
|
|
target: test insert vectors with different length of vectors
|
|
method: set different vectors as insert method params
|
|
expected: length of ids is equal to the length of vectors
|
|
'''
|
|
nb = 100000
|
|
future = connect.insert(collection, gen_entities(nb), _async=True, _callback=self.check_status, timeout=1)
|
|
with pytest.raises(Exception) as e:
|
|
result = future.result()
|
|
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_async_invalid_params(self, connect):
|
|
'''
|
|
target: test insert vectors with different length of vectors
|
|
method: set different vectors as insert method params
|
|
expected: length of ids is equal to the length of vectors
|
|
'''
|
|
collection_new = gen_unique_str()
|
|
future = connect.insert(collection_new, default_entities, _async=True)
|
|
future.done()
|
|
with pytest.raises(Exception) as e:
|
|
result = future.result()
|
|
|
|
# 1339
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_async_invalid_params_raise_exception(self, connect, collection):
|
|
'''
|
|
target: test insert vectors with different length of vectors
|
|
method: set different vectors as insert method params
|
|
expected: length of ids is equal to the length of vectors
|
|
'''
|
|
entities = []
|
|
future = connect.insert(collection, entities, _async=True)
|
|
future.done()
|
|
with pytest.raises(Exception) as e:
|
|
future.result()
|
|
|
|
|
|
class TestInsertMultiCollections:
|
|
"""
|
|
******************************************************************
|
|
The following cases are used to test `insert` function
|
|
******************************************************************
|
|
"""
|
|
|
|
@pytest.fixture(
|
|
scope="function",
|
|
params=gen_simple_index()
|
|
)
|
|
def get_simple_index(self, request, connect):
|
|
logging.getLogger().info(request.param)
|
|
# if str(connect._cmd("mode")) == "CPU":
|
|
# if request.param["index_type"] in index_cpu_not_support():
|
|
# pytest.skip("sq8h not support in CPU mode")
|
|
return request.param
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_entity_multi_collections(self, connect):
|
|
'''
|
|
target: test insert entities
|
|
method: create 10 collections and insert entities into them in turn
|
|
expected: row count
|
|
'''
|
|
collection_num = 10
|
|
collection_list = []
|
|
for i in range(collection_num):
|
|
collection_name = gen_unique_str(uid)
|
|
collection_list.append(collection_name)
|
|
connect.create_collection(collection_name, default_fields)
|
|
result = connect.insert(collection_name, default_entities)
|
|
connect.flush([collection_name])
|
|
assert len(result.primary_keys) == default_nb
|
|
stats = connect.get_collection_stats(collection_name)
|
|
assert stats[row_count] == default_nb
|
|
for i in range(collection_num):
|
|
connect.drop_collection(collection_list[i])
|
|
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_drop_collection_insert_entity_another(self, connect, collection):
|
|
'''
|
|
target: test insert vector to collection_1 after collection_2 deleted
|
|
method: delete collection_2 and insert vector to collection_1
|
|
expected: row count equals the length of entities inserted
|
|
'''
|
|
collection_name = gen_unique_str(uid)
|
|
connect.create_collection(collection_name, default_fields)
|
|
connect.drop_collection(collection)
|
|
result = connect.insert(collection_name, default_entity)
|
|
connect.flush([collection_name])
|
|
assert len(result.primary_keys) == 1
|
|
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_create_index_insert_entity_another(self, connect, collection, get_simple_index):
|
|
'''
|
|
target: test insert vector to collection_2 after build index for collection_1
|
|
method: build index and insert vector
|
|
expected: status ok
|
|
'''
|
|
collection_name = gen_unique_str(uid)
|
|
connect.create_collection(collection_name, default_fields)
|
|
connect.create_index(collection, field_name, get_simple_index)
|
|
result = connect.insert(collection_name, default_entity)
|
|
assert len(result.primary_keys) == 1
|
|
if get_simple_index["index_type"] != "FLAT":
|
|
index = connect.describe_index(collection, "")
|
|
create_target_index(get_simple_index, field_name)
|
|
assert index == get_simple_index
|
|
connect.drop_collection(collection_name)
|
|
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_entity_create_index_another(self, connect, collection, get_simple_index):
|
|
'''
|
|
target: test insert vector to collection_2 after build index for collection_1
|
|
method: build index and insert vector
|
|
expected: status ok
|
|
'''
|
|
collection_name = gen_unique_str(uid)
|
|
connect.create_collection(collection_name, default_fields)
|
|
result = connect.insert(collection, default_entity)
|
|
connect.flush([collection])
|
|
connect.create_index(collection_name, field_name, get_simple_index)
|
|
if get_simple_index["index_type"] != "FLAT":
|
|
index = connect.describe_index(collection_name, "")
|
|
create_target_index(get_simple_index, field_name)
|
|
assert index == get_simple_index
|
|
stats = connect.get_collection_stats(collection)
|
|
assert stats[row_count] == 1
|
|
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_entity_sleep_create_index_another(self, connect, collection, get_simple_index):
|
|
'''
|
|
target: test insert vector to collection_2 after build index for collection_1 for a while
|
|
method: build index and insert vector
|
|
expected: status ok
|
|
'''
|
|
collection_name = gen_unique_str(uid)
|
|
connect.create_collection(collection_name, default_fields)
|
|
result = connect.insert(collection, default_entity)
|
|
connect.flush([collection])
|
|
connect.create_index(collection_name, field_name, get_simple_index)
|
|
stats = connect.get_collection_stats(collection)
|
|
assert stats[row_count] == 1
|
|
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_search_entity_insert_entity_another(self, connect, collection):
|
|
'''
|
|
target: test insert entity to collection_1 after search collection_2
|
|
method: search collection and insert entity
|
|
expected: status ok
|
|
'''
|
|
collection_name = gen_unique_str(uid)
|
|
connect.create_collection(collection_name, default_fields)
|
|
connect.load_collection(collection)
|
|
res = connect.search(collection, default_single_query)
|
|
assert len(res[0]) == 0
|
|
connect.insert(collection_name, default_entity)
|
|
connect.flush([collection_name])
|
|
stats = connect.get_collection_stats(collection_name)
|
|
assert stats[row_count] == 1
|
|
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L0)
|
|
def test_insert_entity_search_entity_another(self, connect, collection):
|
|
'''
|
|
target: test insert entity to collection_1 after search collection_2
|
|
method: search collection and insert entity
|
|
expected: status ok
|
|
'''
|
|
collection_name = gen_unique_str(uid)
|
|
connect.create_collection(collection_name, default_fields)
|
|
result = connect.insert(collection, default_entity)
|
|
connect.flush([collection])
|
|
connect.load_collection(collection_name)
|
|
res = connect.search(collection_name, default_single_query)
|
|
stats = connect.get_collection_stats(collection)
|
|
assert stats[row_count] == 1
|
|
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_entity_sleep_search_entity_another(self, connect, collection):
|
|
'''
|
|
target: test insert entity to collection_1 after search collection_2 a while
|
|
method: search collection, sleep, and insert entity
|
|
expected: status ok
|
|
'''
|
|
collection_name = gen_unique_str(uid)
|
|
connect.create_collection(collection_name, default_fields)
|
|
result = connect.insert(collection, default_entity)
|
|
connect.flush([collection])
|
|
connect.load_collection(collection_name)
|
|
res = connect.search(collection_name, default_single_query)
|
|
assert len(res[0]) == 0
|
|
|
|
@pytest.mark.timeout(ADD_TIMEOUT)
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def _test_insert_entity_during_release_collection(self, connect, collection):
|
|
'''
|
|
target: test insert entity during release
|
|
method: release collection async, then do insert operation
|
|
expected: insert ok
|
|
'''
|
|
for i in range(10):
|
|
connect.insert(collection, default_entities)
|
|
connect.flush([collection])
|
|
connect.load_collection(collection)
|
|
|
|
def release():
|
|
connect.release_collection(collection)
|
|
|
|
t = threading.Thread(target=release, args=(collection,))
|
|
t.start()
|
|
result = connect.insert(collection, default_entities)
|
|
assert len(result.primary_keys) == default_nb
|
|
|
|
|
|
class TestInsertInvalid(object):
|
|
"""
|
|
Test inserting vectors with invalid collection names
|
|
"""
|
|
|
|
@pytest.fixture(
|
|
scope="function",
|
|
params=gen_invalid_strs()
|
|
)
|
|
def get_collection_name(self, request):
|
|
yield request.param
|
|
|
|
@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_field_name(self, request):
|
|
yield request.param
|
|
|
|
@pytest.fixture(
|
|
scope="function",
|
|
params=gen_invalid_strs()
|
|
)
|
|
def get_field_type(self, request):
|
|
yield request.param
|
|
|
|
@pytest.fixture(
|
|
scope="function",
|
|
params=gen_invalid_strs()
|
|
)
|
|
def get_field_int_value(self, request):
|
|
yield request.param
|
|
|
|
@pytest.fixture(
|
|
scope="function",
|
|
params=gen_invalid_ints()
|
|
)
|
|
def get_entity_id(self, request):
|
|
yield request.param
|
|
|
|
@pytest.fixture(
|
|
scope="function",
|
|
params=gen_invalid_vectors()
|
|
)
|
|
def get_field_vectors_value(self, request):
|
|
yield request.param
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_ids_invalid(self, connect, id_collection, get_entity_id):
|
|
'''
|
|
target: test insert, with using customize ids, which are not int64
|
|
method: create collection and insert entities in it
|
|
expected: raise an exception
|
|
'''
|
|
entity_id = get_entity_id
|
|
ids = [entity_id for _ in range(default_nb)]
|
|
with pytest.raises(Exception):
|
|
connect.insert(id_collection, default_entities, ids)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_with_invalid_collection_name(self, connect, get_collection_name):
|
|
collection_name = get_collection_name
|
|
with pytest.raises(Exception):
|
|
connect.insert(collection_name, default_entity)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_with_invalid_partition_name(self, connect, collection, get_tag_name):
|
|
tag_name = get_tag_name
|
|
connect.create_partition(collection, default_tag)
|
|
if tag_name is not None:
|
|
with pytest.raises(Exception):
|
|
connect.insert(collection, default_entity, partition_name=tag_name)
|
|
else:
|
|
connect.insert(collection, default_entity, partition_name=tag_name)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_with_invalid_field_name(self, connect, collection, get_field_name):
|
|
tmp_entity = update_field_name(copy.deepcopy(default_entity), "int64", get_field_name)
|
|
with pytest.raises(Exception):
|
|
connect.insert(collection, tmp_entity)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_with_invalid_field_type(self, connect, collection, get_field_type):
|
|
field_type = get_field_type
|
|
tmp_entity = update_field_type(copy.deepcopy(default_entity), 'float', field_type)
|
|
with pytest.raises(Exception):
|
|
connect.insert(collection, tmp_entity)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_with_invalid_field_value(self, connect, collection, get_field_int_value):
|
|
field_value = get_field_int_value
|
|
tmp_entity = update_field_type(copy.deepcopy(default_entity), 'int64', field_value)
|
|
with pytest.raises(Exception):
|
|
connect.insert(collection, tmp_entity)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_with_invalid_field_entity_value(self, connect, collection, get_field_vectors_value):
|
|
tmp_entity = copy.deepcopy(default_entity)
|
|
src_vector = tmp_entity[-1]["values"]
|
|
src_vector[0][1] = get_field_vectors_value
|
|
with pytest.raises(Exception):
|
|
connect.insert(collection, tmp_entity)
|
|
|
|
|
|
class TestInsertInvalidBinary(object):
|
|
"""
|
|
Test inserting vectors with invalid collection names
|
|
"""
|
|
|
|
@pytest.fixture(
|
|
scope="function",
|
|
params=gen_invalid_strs()
|
|
)
|
|
def get_collection_name(self, request):
|
|
yield request.param
|
|
|
|
@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_field_name(self, request):
|
|
yield request.param
|
|
|
|
@pytest.fixture(
|
|
scope="function",
|
|
params=gen_invalid_strs()
|
|
)
|
|
def get_field_type(self, request):
|
|
yield request.param
|
|
|
|
@pytest.fixture(
|
|
scope="function",
|
|
params=gen_invalid_strs()
|
|
)
|
|
def get_field_int_value(self, request):
|
|
yield request.param
|
|
|
|
@pytest.fixture(
|
|
scope="function",
|
|
params=gen_invalid_ints()
|
|
)
|
|
def get_entity_id(self, request):
|
|
yield request.param
|
|
|
|
@pytest.fixture(
|
|
scope="function",
|
|
params=gen_invalid_vectors()
|
|
)
|
|
def get_field_vectors_value(self, request):
|
|
yield request.param
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_with_invalid_field_name(self, connect, binary_collection, get_field_name):
|
|
tmp_entity = update_field_name(copy.deepcopy(default_binary_entity), "int64", get_field_name)
|
|
with pytest.raises(Exception):
|
|
connect.insert(binary_collection, tmp_entity)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_with_invalid_field_value(self, connect, binary_collection, get_field_int_value):
|
|
tmp_entity = update_field_type(copy.deepcopy(default_binary_entity), 'int64', get_field_int_value)
|
|
with pytest.raises(Exception):
|
|
connect.insert(binary_collection, tmp_entity)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_with_invalid_field_entity_value(self, connect, binary_collection, get_field_vectors_value):
|
|
tmp_entity = copy.deepcopy(default_binary_entity)
|
|
src_vectors = tmp_entity[-1]["values"]
|
|
src_vectors[0] = get_field_vectors_value
|
|
with pytest.raises(Exception):
|
|
connect.insert(binary_collection, tmp_entity)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_ids_invalid(self, connect, binary_id_collection, get_entity_id):
|
|
'''
|
|
target: test insert, with using customize ids, which are not int64
|
|
method: create collection and insert entities in it
|
|
expected: raise an exception
|
|
'''
|
|
entity_id = get_entity_id
|
|
ids = [entity_id for _ in range(default_nb)]
|
|
with pytest.raises(Exception):
|
|
connect.insert(binary_id_collection, default_binary_entities, ids)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_with_invalid_field_type(self, connect, binary_collection, get_field_type):
|
|
field_type = get_field_type
|
|
tmp_entity = update_field_type(copy.deepcopy(default_binary_entity), 'int64', field_type)
|
|
with pytest.raises(Exception):
|
|
connect.insert(binary_collection, tmp_entity)
|
|
|
|
@pytest.mark.tags(CaseLabel.L2)
|
|
def test_insert_with_invalid_field_entities_value(self, connect, binary_collection, get_field_vectors_value):
|
|
tmp_entities = copy.deepcopy(default_binary_entities)
|
|
src_vector = tmp_entities[-1]["values"]
|
|
src_vector[1] = get_field_vectors_value
|
|
with pytest.raises(Exception):
|
|
connect.insert(binary_collection, tmp_entities)
|