mirror of https://github.com/milvus-io/milvus.git
344 lines
12 KiB
Python
344 lines
12 KiB
Python
import time
|
|
import random
|
|
import pdb
|
|
import threading
|
|
import logging
|
|
from multiprocessing import Pool, Process
|
|
import pytest
|
|
from milvus import IndexType, MetricType
|
|
from utils import *
|
|
|
|
|
|
dim = 128
|
|
index_file_size = 10
|
|
table_id = "test_partition"
|
|
ADD_TIMEOUT = 60
|
|
nprobe = 1
|
|
tag = "1970-01-01"
|
|
|
|
|
|
class TestCreateBase:
|
|
|
|
"""
|
|
******************************************************************
|
|
The following cases are used to test `create_partition` function
|
|
******************************************************************
|
|
"""
|
|
def test_create_partition(self, connect, table):
|
|
'''
|
|
target: test create partition, check status returned
|
|
method: call function: create_partition
|
|
expected: status ok
|
|
'''
|
|
status = connect.create_partition(table, tag)
|
|
assert status.OK()
|
|
|
|
def test_create_partition_repeat(self, connect, table):
|
|
'''
|
|
target: test create partition, check status returned
|
|
method: call function: create_partition
|
|
expected: status ok
|
|
'''
|
|
status = connect.create_partition(table, tag)
|
|
assert status.OK()
|
|
status = connect.create_partition(table, tag)
|
|
assert not status.OK()
|
|
|
|
def test_create_partition_table_not_existed(self, connect):
|
|
'''
|
|
target: test create partition, its owner table name not existed in db, check status returned
|
|
method: call function: create_partition
|
|
expected: status not ok
|
|
'''
|
|
table_name = gen_unique_str()
|
|
status = connect.create_partition(table_name, tag)
|
|
assert not status.OK()
|
|
|
|
def test_create_partition_tag_name_None(self, connect, table):
|
|
'''
|
|
target: test create partition, tag name set None, check status returned
|
|
method: call function: create_partition
|
|
expected: status ok
|
|
'''
|
|
tag_name = None
|
|
status = connect.create_partition(table, tag_name)
|
|
assert not status.OK()
|
|
|
|
def test_create_different_partition_tags(self, connect, table):
|
|
'''
|
|
target: test create partition twice with different names
|
|
method: call function: create_partition, and again
|
|
expected: status ok
|
|
'''
|
|
status = connect.create_partition(table, tag)
|
|
assert status.OK()
|
|
tag_name = gen_unique_str()
|
|
status = connect.create_partition(table, tag_name)
|
|
assert status.OK()
|
|
status, res = connect.show_partitions(table)
|
|
assert status.OK()
|
|
tag_list = []
|
|
for item in res:
|
|
tag_list.append(item.tag)
|
|
assert tag in tag_list
|
|
assert tag_name in tag_list
|
|
assert "_default" in tag_list
|
|
|
|
def test_create_partition_add_vectors_default(self, connect, table):
|
|
'''
|
|
target: test create partition, and insert vectors, check status returned
|
|
method: call function: create_partition
|
|
expected: status ok
|
|
'''
|
|
status = connect.create_partition(table, tag)
|
|
assert status.OK()
|
|
nq = 100
|
|
vectors = gen_vectors(nq, dim)
|
|
ids = [i for i in range(nq)]
|
|
status, ids = connect.insert(table, vectors, ids)
|
|
assert status.OK()
|
|
|
|
def test_create_partition_insert_with_tag(self, connect, table):
|
|
'''
|
|
target: test create partition, and insert vectors, check status returned
|
|
method: call function: create_partition
|
|
expected: status ok
|
|
'''
|
|
status = connect.create_partition(table, tag)
|
|
assert status.OK()
|
|
nq = 100
|
|
vectors = gen_vectors(nq, dim)
|
|
ids = [i for i in range(nq)]
|
|
status, ids = connect.insert(table, vectors, ids, partition_tag=tag)
|
|
assert status.OK()
|
|
|
|
def test_create_partition_insert_with_tag_not_existed(self, connect, table):
|
|
'''
|
|
target: test create partition, and insert vectors, check status returned
|
|
method: call function: create_partition
|
|
expected: status not ok
|
|
'''
|
|
tag_new = "tag_new"
|
|
status = connect.create_partition(table, tag)
|
|
assert status.OK()
|
|
nq = 100
|
|
vectors = gen_vectors(nq, dim)
|
|
ids = [i for i in range(nq)]
|
|
status, ids = connect.insert(table, vectors, ids, partition_tag=tag_new)
|
|
assert not status.OK()
|
|
|
|
def test_create_partition_insert_same_tags(self, connect, table):
|
|
'''
|
|
target: test create partition, and insert vectors, check status returned
|
|
method: call function: create_partition
|
|
expected: status ok
|
|
'''
|
|
status = connect.create_partition(table, tag)
|
|
assert status.OK()
|
|
nq = 100
|
|
vectors = gen_vectors(nq, dim)
|
|
ids = [i for i in range(nq)]
|
|
status, ids = connect.insert(table, vectors, ids, partition_tag=tag)
|
|
ids = [(i+100) for i in range(nq)]
|
|
status, ids = connect.insert(table, vectors, ids, partition_tag=tag)
|
|
assert status.OK()
|
|
status = connect.flush([table])
|
|
assert status.OK()
|
|
status, res = connect.get_table_row_count(table)
|
|
assert res == nq * 2
|
|
|
|
def test_create_partition_insert_same_tags_two_tables(self, connect, table):
|
|
'''
|
|
target: test create two partitions, and insert vectors with the same tag to each table, check status returned
|
|
method: call function: create_partition
|
|
expected: status ok, table length is correct
|
|
'''
|
|
status = connect.create_partition(table, tag)
|
|
assert status.OK()
|
|
table_new = gen_unique_str()
|
|
param = {'table_name': table_new,
|
|
'dimension': dim,
|
|
'index_file_size': index_file_size,
|
|
'metric_type': MetricType.L2}
|
|
status = connect.create_table(param)
|
|
status = connect.create_partition(table_new, tag)
|
|
nq = 100
|
|
vectors = gen_vectors(nq, dim)
|
|
ids = [i for i in range(nq)]
|
|
status, ids = connect.insert(table, vectors, ids, partition_tag=tag)
|
|
ids = [(i+100) for i in range(nq)]
|
|
status, ids = connect.insert(table_new, vectors, ids, partition_tag=tag)
|
|
status = connect.flush([table, table_new])
|
|
assert status.OK()
|
|
status, res = connect.get_table_row_count(table)
|
|
assert res == nq
|
|
status, res = connect.get_table_row_count(table_new)
|
|
assert res == nq
|
|
|
|
|
|
class TestShowBase:
|
|
|
|
"""
|
|
******************************************************************
|
|
The following cases are used to test `show_partitions` function
|
|
******************************************************************
|
|
"""
|
|
def test_show_partitions(self, connect, table):
|
|
'''
|
|
target: test show partitions, check status and partitions returned
|
|
method: create partition first, then call function: show_partitions
|
|
expected: status ok, partition correct
|
|
'''
|
|
status = connect.create_partition(table, tag)
|
|
status, res = connect.show_partitions(table)
|
|
assert status.OK()
|
|
|
|
def test_show_partitions_no_partition(self, connect, table):
|
|
'''
|
|
target: test show partitions with table name, check status and partitions returned
|
|
method: call function: show_partitions
|
|
expected: status ok, partitions correct
|
|
'''
|
|
status, res = connect.show_partitions(table)
|
|
assert status.OK()
|
|
|
|
def test_show_multi_partitions(self, connect, table):
|
|
'''
|
|
target: test show partitions, check status and partitions returned
|
|
method: create partitions first, then call function: show_partitions
|
|
expected: status ok, partitions correct
|
|
'''
|
|
tag_new = gen_unique_str()
|
|
status = connect.create_partition(table, tag)
|
|
status = connect.create_partition(table, tag_new)
|
|
status, res = connect.show_partitions(table)
|
|
assert status.OK()
|
|
|
|
|
|
class TestDropBase:
|
|
|
|
"""
|
|
******************************************************************
|
|
The following cases are used to test `drop_partition` function
|
|
******************************************************************
|
|
"""
|
|
def test_drop_partition(self, connect, table):
|
|
'''
|
|
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
|
|
'''
|
|
status = connect.create_partition(table, tag)
|
|
status = connect.drop_partition(table, tag)
|
|
assert status.OK()
|
|
status, res = connect.show_partitions(table)
|
|
tag_list = []
|
|
for item in res:
|
|
tag_list.append(item.tag)
|
|
assert tag not in tag_list
|
|
|
|
def test_drop_partition_tag_not_existed(self, connect, table):
|
|
'''
|
|
target: test drop partition, but tag not existed
|
|
method: create partitions first, then call function: drop_partition
|
|
expected: status not ok
|
|
'''
|
|
status = connect.create_partition(table, tag)
|
|
new_tag = "new_tag"
|
|
status = connect.drop_partition(table, new_tag)
|
|
assert not status.OK()
|
|
|
|
def test_drop_partition_tag_not_existed_A(self, connect, table):
|
|
'''
|
|
target: test drop partition, but table not existed
|
|
method: create partitions first, then call function: drop_partition
|
|
expected: status not ok
|
|
'''
|
|
status = connect.create_partition(table, tag)
|
|
new_table = gen_unique_str()
|
|
status = connect.drop_partition(new_table, tag)
|
|
assert not status.OK()
|
|
|
|
def test_drop_partition_repeatedly(self, connect, table):
|
|
'''
|
|
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
|
|
'''
|
|
status = connect.create_partition(table, tag)
|
|
status = connect.drop_partition(table, tag)
|
|
status = connect.drop_partition(table, tag)
|
|
time.sleep(2)
|
|
assert not status.OK()
|
|
status, res = connect.show_partitions(table)
|
|
tag_list = []
|
|
for item in res:
|
|
tag_list.append(item.tag)
|
|
assert tag not in tag_list
|
|
|
|
def test_drop_partition_create(self, connect, table):
|
|
'''
|
|
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
|
|
'''
|
|
status = connect.create_partition(table, tag)
|
|
status = connect.drop_partition(table, tag)
|
|
time.sleep(2)
|
|
status = connect.create_partition(table, tag)
|
|
assert status.OK()
|
|
status, res = connect.show_partitions(table)
|
|
tag_list = []
|
|
for item in res:
|
|
tag_list.append(item.tag)
|
|
assert tag in tag_list
|
|
|
|
|
|
class TestNameInvalid(object):
|
|
@pytest.fixture(
|
|
scope="function",
|
|
params=gen_invalid_table_names()
|
|
)
|
|
def get_tag_name(self, request):
|
|
yield request.param
|
|
|
|
@pytest.fixture(
|
|
scope="function",
|
|
params=gen_invalid_table_names()
|
|
)
|
|
def get_table_name(self, request):
|
|
yield request.param
|
|
|
|
def test_drop_partition_with_invalid_table_name(self, connect, table, get_table_name):
|
|
'''
|
|
target: test drop partition, with invalid table name, check status returned
|
|
method: call function: drop_partition
|
|
expected: status not ok
|
|
'''
|
|
table_name = get_table_name
|
|
status = connect.create_partition(table, tag)
|
|
status = connect.drop_partition(table_name, tag)
|
|
assert not status.OK()
|
|
|
|
def test_drop_partition_with_invalid_tag_name(self, connect, table, 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
|
|
status = connect.create_partition(table, tag)
|
|
status = connect.drop_partition(table, tag_name)
|
|
assert not status.OK()
|
|
|
|
def test_show_partitions_with_invalid_table_name(self, connect, table, get_table_name):
|
|
'''
|
|
target: test show partitions, with invalid table name, check status returned
|
|
method: call function: show_partitions
|
|
expected: status not ok
|
|
'''
|
|
table_name = get_table_name
|
|
status = connect.create_partition(table, tag)
|
|
status, res = connect.show_partitions(table_name)
|
|
assert not status.OK()
|