chore: import upstream snapshot with attribution
Build and test / Build and test AMD64 Ubuntu 22.04 (push) Failing after 0s
Publish Builder / amazonlinux2023 (push) Failing after 1s
Build and test / UT for Go (push) Has been skipped
Publish KRTE Images / KRTE (push) Failing after 1s
Build and test / Integration Test (push) Has been skipped
Build and test / Upload Code Coverage (push) Has been skipped
Publish Builder / rockylinux9 (push) Failing after 1s
Publish Builder / ubuntu22.04 (push) Failing after 0s
Publish Builder / ubuntu24.04 (push) Failing after 0s
Publish Gpu Builder / publish-gpu-builder (push) Failing after 1s
Publish Test Images / PyTest (push) Failing after 0s
Build and test / UT for Cpp (push) Has been cancelled
Build and test / Build and test AMD64 Ubuntu 22.04 (push) Failing after 0s
Publish Builder / amazonlinux2023 (push) Failing after 1s
Build and test / UT for Go (push) Has been skipped
Publish KRTE Images / KRTE (push) Failing after 1s
Build and test / Integration Test (push) Has been skipped
Build and test / Upload Code Coverage (push) Has been skipped
Publish Builder / rockylinux9 (push) Failing after 1s
Publish Builder / ubuntu22.04 (push) Failing after 0s
Publish Builder / ubuntu24.04 (push) Failing after 0s
Publish Gpu Builder / publish-gpu-builder (push) Failing after 1s
Publish Test Images / PyTest (push) Failing after 0s
Build and test / UT for Cpp (push) Has been cancelled
This commit is contained in:
@@ -0,0 +1,125 @@
|
||||
import threading
|
||||
import time
|
||||
|
||||
import pytest
|
||||
|
||||
from base.collection_wrapper import ApiCollectionWrapper
|
||||
from common.common_type import CaseLabel
|
||||
from common import common_func as cf
|
||||
from customize.milvus_operator import MilvusOperator
|
||||
from scale import constants, scale_common
|
||||
from pymilvus import connections, MilvusException
|
||||
from utils.util_log import test_log as log
|
||||
from utils.util_k8s import wait_pods_ready, read_pod_log
|
||||
from utils.util_pymilvus import get_latest_tag
|
||||
from utils.wrapper import counter
|
||||
|
||||
|
||||
class TestDataNodeScale:
|
||||
|
||||
@pytest.mark.tags(CaseLabel.L3)
|
||||
def test_scale_data_node(self):
|
||||
"""
|
||||
target: test scale dataNode
|
||||
method: 1.deploy milvus cluster with 2 dataNode
|
||||
2.create collection with shards_num=5
|
||||
3.continuously insert new data (daemon thread)
|
||||
4.expand dataNode from 2 to 5
|
||||
5.create new collection with shards_num=2
|
||||
6.continuously insert new collection new data (daemon thread)
|
||||
7.shrink dataNode from 5 to 3
|
||||
expected: Verify milvus remains healthy, Insert and flush successfully during scale
|
||||
Average dataNode memory usage
|
||||
"""
|
||||
release_name = "scale-data"
|
||||
image_tag = get_latest_tag()
|
||||
image = f'{constants.IMAGE_REPOSITORY}:{image_tag}'
|
||||
|
||||
data_config = {
|
||||
'metadata.namespace': constants.NAMESPACE,
|
||||
'spec.mode': 'cluster',
|
||||
'metadata.name': release_name,
|
||||
'spec.components.image': image,
|
||||
'spec.components.proxy.serviceType': 'LoadBalancer',
|
||||
'spec.components.dataNode.replicas': 2,
|
||||
'spec.config.common.retentionDuration': 60
|
||||
}
|
||||
mic = MilvusOperator()
|
||||
mic.install(data_config)
|
||||
if mic.wait_for_healthy(release_name, constants.NAMESPACE, timeout=1800):
|
||||
host = mic.endpoint(release_name, constants.NAMESPACE).split(':')[0]
|
||||
else:
|
||||
raise MilvusException(message=f'Milvus healthy timeout 1800s')
|
||||
|
||||
try:
|
||||
# connect
|
||||
connections.add_connection(default={"host": host, "port": 19530})
|
||||
connections.connect(alias='default')
|
||||
|
||||
# create
|
||||
c_name = cf.gen_unique_str("scale_data")
|
||||
collection_w = ApiCollectionWrapper()
|
||||
collection_w.init_collection(name=c_name, schema=cf.gen_default_collection_schema(), shards_num=4)
|
||||
|
||||
tmp_nb = 10000
|
||||
|
||||
@counter
|
||||
def do_insert():
|
||||
""" do insert and flush """
|
||||
insert_res, is_succ = collection_w.insert(cf.gen_default_dataframe_data(tmp_nb))
|
||||
log.debug(collection_w.num_entities)
|
||||
return insert_res, is_succ
|
||||
|
||||
def loop_insert():
|
||||
""" loop do insert """
|
||||
while True:
|
||||
do_insert()
|
||||
|
||||
threading.Thread(target=loop_insert, args=(), daemon=True).start()
|
||||
|
||||
# scale dataNode to 5
|
||||
mic.upgrade(release_name, {'spec.components.dataNode.replicas': 5}, constants.NAMESPACE)
|
||||
mic.wait_for_healthy(release_name, constants.NAMESPACE)
|
||||
wait_pods_ready(constants.NAMESPACE, f"app.kubernetes.io/instance={release_name}")
|
||||
log.debug("Expand dataNode test finished")
|
||||
|
||||
# create new collection and insert
|
||||
new_c_name = cf.gen_unique_str("scale_data")
|
||||
collection_w_new = ApiCollectionWrapper()
|
||||
collection_w_new.init_collection(name=new_c_name, schema=cf.gen_default_collection_schema(), shards_num=3)
|
||||
|
||||
@counter
|
||||
def do_new_insert():
|
||||
""" do new insert """
|
||||
insert_res, is_succ = collection_w_new.insert(cf.gen_default_dataframe_data(tmp_nb))
|
||||
log.debug(collection_w_new.num_entities)
|
||||
return insert_res, is_succ
|
||||
|
||||
def loop_new_insert():
|
||||
""" loop new insert """
|
||||
while True:
|
||||
do_new_insert()
|
||||
|
||||
threading.Thread(target=loop_new_insert, args=(), daemon=True).start()
|
||||
|
||||
# scale dataNode to 3
|
||||
mic.upgrade(release_name, {'spec.components.dataNode.replicas': 3}, constants.NAMESPACE)
|
||||
mic.wait_for_healthy(release_name, constants.NAMESPACE)
|
||||
wait_pods_ready(constants.NAMESPACE, f"app.kubernetes.io/instance={release_name}")
|
||||
|
||||
log.debug(collection_w.num_entities)
|
||||
time.sleep(300)
|
||||
scale_common.check_succ_rate(do_insert)
|
||||
scale_common.check_succ_rate(do_new_insert)
|
||||
log.debug("Shrink dataNode test finished")
|
||||
|
||||
except Exception as e:
|
||||
log.error(str(e))
|
||||
# raise Exception(str(e))
|
||||
|
||||
finally:
|
||||
label = f"app.kubernetes.io/instance={release_name}"
|
||||
log.info('Start to export milvus pod logs')
|
||||
read_pod_log(namespace=constants.NAMESPACE, label_selector=label, release_name=release_name)
|
||||
|
||||
mic.uninstall(release_name, namespace=constants.NAMESPACE)
|
||||
Reference in New Issue
Block a user