mirror of
https://gitee.com/milvus-io/milvus.git
synced 2026-01-07 19:31:51 +08:00
fbca2c99fa
* case segment_row_count Signed-off-by: ThreadDao <zongyufen@foxmail.com> * fix case Signed-off-by: ThreadDao <zongyufen@foxmail.com>
323 lines
14 KiB
Python
323 lines
14 KiB
Python
import time
|
|
import random
|
|
import pdb
|
|
import threading
|
|
import logging
|
|
import json
|
|
from multiprocessing import Pool, Process
|
|
import pytest
|
|
from milvus import IndexType, MetricType
|
|
from utils import *
|
|
|
|
|
|
collection_id = "wal"
|
|
TIMEOUT = 120
|
|
tag = "1970_01_01"
|
|
insert_interval_time = 1.5
|
|
big_nb = 100000
|
|
field_name = "float_vector"
|
|
entity = gen_entities(1)
|
|
binary_entity = gen_binary_entities(1)
|
|
entities = gen_entities(nb)
|
|
big_entities = gen_entities(big_nb)
|
|
raw_vectors, binary_entities = gen_binary_entities(nb)
|
|
default_fields = gen_default_fields()
|
|
default_index = {"index_type": "IVF_FLAT", "params": {"nlist": 128}, "metric_type": "L2"}
|
|
|
|
|
|
class TestRestartBase:
|
|
|
|
"""
|
|
******************************************************************
|
|
The following cases are used to test `create_partition` function
|
|
******************************************************************
|
|
"""
|
|
@pytest.fixture(scope="module", autouse=True)
|
|
def skip_check(self, args):
|
|
logging.getLogger().info(args)
|
|
if "service_name" not in args or not args["service_name"]:
|
|
reason = "Skip if service name not provided"
|
|
logging.getLogger().info(reason)
|
|
pytest.skip(reason)
|
|
if args["service_name"].find("shards") != -1:
|
|
reason = "Skip restart cases in shards mode"
|
|
logging.getLogger().info(reason)
|
|
pytest.skip(reason)
|
|
|
|
@pytest.mark.level(2)
|
|
def test_insert_flush(self, connect, collection, args):
|
|
'''
|
|
target: return the same row count after server restart
|
|
method: call function: create collection, then insert/flush, restart server and assert row count
|
|
expected: row count keep the same
|
|
'''
|
|
ids = connect.insert(collection, entities)
|
|
connect.flush([collection])
|
|
ids = connect.insert(collection, entities)
|
|
connect.flush([collection])
|
|
res_count = connect.count_entities(collection)
|
|
logging.getLogger().info(res_count)
|
|
assert res_count == 2 * nb
|
|
# restart server
|
|
logging.getLogger().info("Start restart server")
|
|
assert restart_server(args["service_name"])
|
|
# assert row count again
|
|
new_connect = get_milvus(args["ip"], args["port"], handler=args["handler"])
|
|
res_count = new_connect.count_entities(collection)
|
|
logging.getLogger().info(res_count)
|
|
assert res_count == 2 * nb
|
|
|
|
@pytest.mark.level(2)
|
|
def test_insert_during_flushing(self, connect, collection, args):
|
|
'''
|
|
target: flushing will recover
|
|
method: call function: create collection, then insert/flushing, restart server and assert row count
|
|
expected: row count equals 0
|
|
'''
|
|
# disable_autoflush()
|
|
ids = connect.insert(collection, big_entities)
|
|
connect.flush([collection], _async=True)
|
|
res_count = connect.count_entities(collection)
|
|
logging.getLogger().info(res_count)
|
|
if res_count < big_nb:
|
|
# restart server
|
|
assert restart_server(args["service_name"])
|
|
# assert row count again
|
|
new_connect = get_milvus(args["ip"], args["port"], handler=args["handler"])
|
|
res_count_2 = new_connect.count_entities(collection)
|
|
logging.getLogger().info(res_count_2)
|
|
timeout = 300
|
|
start_time = time.time()
|
|
while new_connect.count_entities(collection) != big_nb and (time.time() - start_time < timeout):
|
|
time.sleep(10)
|
|
logging.getLogger().info(new_connect.count_entities(collection))
|
|
res_count_3 = new_connect.count_entities(collection)
|
|
logging.getLogger().info(res_count_3)
|
|
assert res_count_3 == big_nb
|
|
|
|
@pytest.mark.level(2)
|
|
def test_delete_during_flushing(self, connect, collection, args):
|
|
'''
|
|
target: flushing will recover
|
|
method: call function: create collection, then delete/flushing, restart server and assert row count
|
|
expected: row count equals (nb - delete_length)
|
|
'''
|
|
# disable_autoflush()
|
|
ids = connect.insert(collection, big_entities)
|
|
connect.flush([collection])
|
|
delete_length = 1000
|
|
delete_ids = ids[big_nb//4:big_nb//4+delete_length]
|
|
delete_res = connect.delete_entity_by_id(collection, delete_ids)
|
|
connect.flush([collection], _async=True)
|
|
res_count = connect.count_entities(collection)
|
|
logging.getLogger().info(res_count)
|
|
# restart server
|
|
assert restart_server(args["service_name"])
|
|
# assert row count again
|
|
new_connect = get_milvus(args["ip"], args["port"], handler=args["handler"])
|
|
res_count_2 = new_connect.count_entities(collection)
|
|
logging.getLogger().info(res_count_2)
|
|
timeout = 100
|
|
start_time = time.time()
|
|
while new_connect.count_entities(collection) != big_nb - delete_length and (time.time() - start_time < timeout):
|
|
time.sleep(10)
|
|
logging.getLogger().info(new_connect.count_entities(collection))
|
|
if new_connect.count_entities(collection) == big_nb - delete_length:
|
|
time.sleep(10)
|
|
res_count_3 = new_connect.count_entities(collection)
|
|
logging.getLogger().info(res_count_3)
|
|
assert res_count_3 == big_nb - delete_length
|
|
|
|
@pytest.mark.level(2)
|
|
def test_during_indexed(self, connect, collection, args):
|
|
'''
|
|
target: flushing will recover
|
|
method: call function: create collection, then indexed, restart server and assert row count
|
|
expected: row count equals nb
|
|
'''
|
|
# disable_autoflush()
|
|
ids = connect.insert(collection, big_entities)
|
|
connect.flush([collection])
|
|
connect.create_index(collection, field_name, default_index)
|
|
res_count = connect.count_entities(collection)
|
|
logging.getLogger().info(res_count)
|
|
stats = connect.get_collection_stats(collection)
|
|
# logging.getLogger().info(stats)
|
|
# pdb.set_trace()
|
|
# restart server
|
|
assert restart_server(args["service_name"])
|
|
# assert row count again
|
|
new_connect = get_milvus(args["ip"], args["port"], handler=args["handler"])
|
|
assert new_connect.count_entities(collection) == big_nb
|
|
stats = connect.get_collection_stats(collection)
|
|
for file in stats["partitions"][0]["segments"][0]["files"]:
|
|
if file["field"] == field_name and file["name"] != "_raw":
|
|
assert file["data_size"] > 0
|
|
if file["index_type"] != default_index["index_type"]:
|
|
assert False
|
|
else:
|
|
assert True
|
|
|
|
@pytest.mark.level(2)
|
|
def test_during_indexing(self, connect, collection, args):
|
|
'''
|
|
target: flushing will recover
|
|
method: call function: create collection, then indexing, restart server and assert row count
|
|
expected: row count equals nb, server contitue to build index after restart
|
|
'''
|
|
# disable_autoflush()
|
|
loop = 5
|
|
for i in range(loop):
|
|
ids = connect.insert(collection, big_entities)
|
|
connect.flush([collection])
|
|
connect.create_index(collection, field_name, default_index, _async=True)
|
|
res_count = connect.count_entities(collection)
|
|
logging.getLogger().info(res_count)
|
|
stats = connect.get_collection_stats(collection)
|
|
# logging.getLogger().info(stats)
|
|
# restart server
|
|
assert restart_server(args["service_name"])
|
|
# assert row count again
|
|
new_connect = get_milvus(args["ip"], args["port"], handler=args["handler"])
|
|
res_count_2 = new_connect.count_entities(collection)
|
|
logging.getLogger().info(res_count_2)
|
|
assert res_count_2 == loop * big_nb
|
|
status = new_connect._cmd("status")
|
|
assert json.loads(status)["indexing"] == True
|
|
# timeout = 100
|
|
# start_time = time.time()
|
|
# while time.time() - start_time < timeout:
|
|
# time.sleep(5)
|
|
# assert new_connect.count_entities(collection) == loop * big_nb
|
|
# stats = connect.get_collection_stats(collection)
|
|
# assert stats["row_count"] == loop * big_nb
|
|
# for file in stats["partitions"][0]["segments"][0]["files"]:
|
|
# # logging.getLogger().info(file)
|
|
# if file["field"] == field_name and file["name"] != "_raw":
|
|
# assert file["data_size"] > 0
|
|
# if file["index_type"] != default_index["index_type"]:
|
|
# continue
|
|
# for file in stats["partitions"][0]["segments"][0]["files"]:
|
|
# if file["field"] == field_name and file["name"] != "_raw":
|
|
# assert file["data_size"] > 0
|
|
# if file["index_type"] != default_index["index_type"]:
|
|
# assert False
|
|
# else:
|
|
# assert True
|
|
|
|
@pytest.mark.level(2)
|
|
def test_delete_flush_during_compacting(self, connect, collection, args):
|
|
'''
|
|
target: verify server work after restart during compaction
|
|
method: call function: create collection, then delete/flush/compacting, restart server and assert row count
|
|
call `compact` again, compact pass
|
|
expected: row count equals (nb - delete_length)
|
|
'''
|
|
# disable_autoflush()
|
|
ids = connect.insert(collection, big_entities)
|
|
connect.flush([collection])
|
|
delete_length = 1000
|
|
loop = 10
|
|
for i in range(loop):
|
|
delete_ids = ids[i*delete_length:(i+1)*delete_length]
|
|
delete_res = connect.delete_entity_by_id(collection, delete_ids)
|
|
connect.flush([collection])
|
|
connect.compact(collection, _async=True)
|
|
res_count = connect.count_entities(collection)
|
|
logging.getLogger().info(res_count)
|
|
assert res_count == big_nb - delete_length*loop
|
|
info = connect.get_collection_stats(collection)
|
|
size_old = info["partitions"][0]["segments"][0]["data_size"]
|
|
logging.getLogger().info(size_old)
|
|
# restart server
|
|
assert restart_server(args["service_name"])
|
|
# assert row count again
|
|
new_connect = get_milvus(args["ip"], args["port"], handler=args["handler"])
|
|
res_count_2 = new_connect.count_entities(collection)
|
|
logging.getLogger().info(res_count_2)
|
|
assert res_count_2 == big_nb - delete_length*loop
|
|
info = connect.get_collection_stats(collection)
|
|
size_before = info["partitions"][0]["segments"][0]["data_size"]
|
|
status = connect.compact(collection)
|
|
assert status.OK()
|
|
info = connect.get_collection_stats(collection)
|
|
size_after = info["partitions"][0]["segments"][0]["data_size"]
|
|
assert size_before > size_after
|
|
|
|
|
|
@pytest.mark.level(2)
|
|
def test_insert_during_flushing_multi_collections(self, connect, args):
|
|
'''
|
|
target: flushing will recover
|
|
method: call function: create collections, then insert/flushing, restart server and assert row count
|
|
expected: row count equals 0
|
|
'''
|
|
# disable_autoflush()
|
|
collection_num = 2
|
|
collection_list = []
|
|
for i in range(collection_num):
|
|
collection_name = gen_unique_str(collection_id)
|
|
collection_list.append(collection_name)
|
|
connect.create_collection(collection_name, default_fields)
|
|
ids = connect.insert(collection_name, big_entities)
|
|
connect.flush(collection_list, _async=True)
|
|
res_count = connect.count_entities(collection_list[-1])
|
|
logging.getLogger().info(res_count)
|
|
if res_count < big_nb:
|
|
# restart server
|
|
assert restart_server(args["service_name"])
|
|
# assert row count again
|
|
new_connect = get_milvus(args["ip"], args["port"], handler=args["handler"])
|
|
res_count_2 = new_connect.count_entities(collection_list[-1])
|
|
logging.getLogger().info(res_count_2)
|
|
timeout = 300
|
|
start_time = time.time()
|
|
while time.time() - start_time < timeout:
|
|
count_list = []
|
|
break_flag = True
|
|
for index, name in enumerate(collection_list):
|
|
tmp_count = new_connect.count_entities(name)
|
|
count_list.append(tmp_count)
|
|
logging.getLogger().info(count_list)
|
|
if tmp_count != big_nb:
|
|
break_flag = False
|
|
break
|
|
if break_flag == True:
|
|
break
|
|
time.sleep(10)
|
|
for name in collection_list:
|
|
assert new_connect.count_entities(name) == big_nb
|
|
|
|
@pytest.mark.level(2)
|
|
def test_insert_during_flushing_multi_partitions(self, connect, collection, args):
|
|
'''
|
|
target: flushing will recover
|
|
method: call function: create collection/partition, then insert/flushing, restart server and assert row count
|
|
expected: row count equals 0
|
|
'''
|
|
# disable_autoflush()
|
|
partitions_num = 2
|
|
partitions = []
|
|
for i in range(partitions_num):
|
|
tag_tmp = gen_unique_str()
|
|
partitions.append(tag_tmp)
|
|
connect.create_partition(collection, tag_tmp)
|
|
ids = connect.insert(collection, big_entities, partition_tag=tag_tmp)
|
|
connect.flush([collection], _async=True)
|
|
res_count = connect.count_entities(collection)
|
|
logging.getLogger().info(res_count)
|
|
if res_count < big_nb:
|
|
# restart server
|
|
assert restart_server(args["service_name"])
|
|
# assert row count again
|
|
new_connect = get_milvus(args["ip"], args["port"], handler=args["handler"])
|
|
res_count_2 = new_connect.count_entities(collection)
|
|
logging.getLogger().info(res_count_2)
|
|
timeout = 300
|
|
start_time = time.time()
|
|
while new_connect.count_entities(collection) != big_nb * 2 and (time.time() - start_time < timeout):
|
|
time.sleep(10)
|
|
logging.getLogger().info(new_connect.count_entities(collection))
|
|
res_count_3 = new_connect.count_entities(collection)
|
|
logging.getLogger().info(res_count_3)
|
|
assert res_count_3 == big_nb * 2 |