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[Bug]: [benchmark][cluster] queryNode restarts twice during concurrent dql & dml scene #35547

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wangting0128 opened this issue Aug 19, 2024 · 4 comments
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@wangting0128
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Is there an existing issue for this?

  • I have searched the existing issues

Environment

- Milvus version: 2.4-20240818-248a6ea4-amd64
- Deployment mode(standalone or cluster):cluster    
- MQ type(rocksmq, pulsar or kafka):pulsar   
- SDK version(e.g. pymilvus v2.0.0rc2):2.4.5rc7
- OS(Ubuntu or CentOS): 
- CPU/Memory: 
- GPU: 
- Others:

Current Behavior

argo task: inverted-corn-1724014800
test case name: test_inverted_locust_hnsw_diskann_dml_dql_cluster

server:
inverted-corn-114800-8-20-2243-milvus-querynode-7c7b866c77pfpfp restarts twice

[2024-08-19 01:01:13,421 -  INFO - fouram]: [Base] Deploy initial state: 
I0818 21:09:26.653821     395 request.go:665] Waited for 1.180104035s due to client-side throttling, not priority and fairness, request: GET:https://kubernetes.default.svc.cluster.local/apis/flowcontrol.apiserver.k8s.io/v1beta2?timeout=32s
I0818 21:09:36.853163     395 request.go:665] Waited for 4.198498634s due to client-side throttling, not priority and fairness, request: GET:https://kubernetes.default.svc.cluster.local/apis/flowcontrol.apiserver.k8s.io/v1beta1?timeout=32s
NAME                                                              READY   STATUS      RESTARTS          AGE     IP              NODE         NOMINATED NODE   READINESS GATES
inverted-corn-114800-8-20-2243-etcd-0                             1/1     Running     0                 5m32s   10.104.33.77    4am-node36   <none>           <none>
inverted-corn-114800-8-20-2243-etcd-1                             1/1     Running     0                 5m32s   10.104.34.231   4am-node37   <none>           <none>
inverted-corn-114800-8-20-2243-etcd-2                             1/1     Running     0                 5m32s   10.104.26.151   4am-node32   <none>           <none>
inverted-corn-114800-8-20-2243-milvus-datanode-9f5495564-r7cwj    1/1     Running     3 (4m38s ago)     5m32s   10.104.14.60    4am-node18   <none>           <none>
inverted-corn-114800-8-20-2243-milvus-indexnode-54c98bd6ff5h6hg   1/1     Running     3 (4m38s ago)     5m32s   10.104.20.209   4am-node22   <none>           <none>
inverted-corn-114800-8-20-2243-milvus-indexnode-54c98bd6ffb9q7c   1/1     Running     3 (4m35s ago)     5m32s   10.104.27.154   4am-node31   <none>           <none>
inverted-corn-114800-8-20-2243-milvus-indexnode-54c98bd6ffdsx6d   1/1     Running     3 (4m39s ago)     5m32s   10.104.5.119    4am-node12   <none>           <none>
inverted-corn-114800-8-20-2243-milvus-indexnode-54c98bd6ffzhtsf   1/1     Running     3 (4m38s ago)     5m32s   10.104.32.246   4am-node39   <none>           <none>
inverted-corn-114800-8-20-2243-milvus-mixcoord-6cf5cb964-qb7fm    1/1     Running     3 (4m38s ago)     5m32s   10.104.5.117    4am-node12   <none>           <none>
inverted-corn-114800-8-20-2243-milvus-proxy-b54ccbd6d-qwp5v       1/1     Running     3 (4m38s ago)     5m32s   10.104.34.219   4am-node37   <none>           <none>
inverted-corn-114800-8-20-2243-milvus-querynode-7c7b866c77pfpfp   1/1     Running     3 (4m39s ago)     5m32s   10.104.24.28    4am-node29   <none>           <none>
inverted-corn-114800-8-20-2243-milvus-querynode-7c7b866c77t8zmr   1/1     Running     3 (4m39s ago)     5m32s   10.104.23.96    4am-node27   <none>           <none>
inverted-corn-114800-8-20-2243-minio-0                            1/1     Running     0                 5m32s   10.104.18.11    4am-node25   <none>           <none>
inverted-corn-114800-8-20-2243-minio-1                            1/1     Running     0                 5m32s   10.104.33.76    4am-node36   <none>           <none>
inverted-corn-114800-8-20-2243-minio-2                            1/1     Running     0                 5m32s   10.104.34.235   4am-node37   <none>           <none>
inverted-corn-114800-8-20-2243-minio-3                            1/1     Running     0                 5m32s   10.104.26.152   4am-node32   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-bookie-0                    1/1     Running     0                 5m32s   10.104.33.78    4am-node36   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-bookie-1                    1/1     Running     0                 5m32s   10.104.34.236   4am-node37   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-bookie-2                    1/1     Running     0                 5m31s   10.104.18.14    4am-node25   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-bookie-init-kclkn           0/1     Completed   0                 5m32s   10.104.34.218   4am-node37   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-broker-0                    1/1     Running     0                 5m32s   10.104.18.2     4am-node25   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-proxy-0                     1/1     Running     0                 5m32s   10.104.34.220   4am-node37   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-pulsar-init-9rjbc           0/1     Completed   0                 5m32s   10.104.5.118    4am-node12   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-recovery-0                  1/1     Running     0                 5m32s   10.104.26.139   4am-node32   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-zookeeper-0                 1/1     Running     0                 5m32s   10.104.34.234   4am-node37   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-zookeeper-1                 1/1     Running     0                 4m3s    10.104.20.229   4am-node22   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-zookeeper-2                 1/1     Running     0                 3m28s   10.104.26.159   4am-node32   <none>           <none> (base.py:261)
[2024-08-19 01:01:13,421 -  INFO - fouram]: [Cmd Exe]  kubectl get pods  -n qa-milvus  -o wide | grep -E 'NAME|inverted-corn-114800-8-20-2243-milvus|inverted-corn-114800-8-20-2243-minio|inverted-corn-114800-8-20-2243-etcd|inverted-corn-114800-8-20-2243-pulsar|inverted-corn-114800-8-20-2243-zookeeper|inverted-corn-114800-8-20-2243-kafka|inverted-corn-114800-8-20-2243-log|inverted-corn-114800-8-20-2243-tikv'  (util_cmd.py:14)
[2024-08-19 01:01:33,871 -  INFO - fouram]: [CliClient] pod details of release(inverted-corn-114800-8-20-2243): 
 I0819 01:01:14.681733     529 request.go:665] Waited for 1.17717521s due to client-side throttling, not priority and fairness, request: GET:https://kubernetes.default.svc.cluster.local/apis/node.k8s.io/v1?timeout=32s
I0819 01:01:24.880975     529 request.go:665] Waited for 4.197595635s due to client-side throttling, not priority and fairness, request: GET:https://kubernetes.default.svc.cluster.local/apis/coordination.k8s.io/v1?timeout=32s
NAME                                                              READY   STATUS      RESTARTS          AGE     IP              NODE         NOMINATED NODE   READINESS GATES
inverted-corn-114800-8-20-2243-etcd-0                             1/1     Running     0                 3h57m   10.104.33.77    4am-node36   <none>           <none>
inverted-corn-114800-8-20-2243-etcd-1                             1/1     Running     0                 3h57m   10.104.34.231   4am-node37   <none>           <none>
inverted-corn-114800-8-20-2243-etcd-2                             1/1     Running     0                 3h57m   10.104.26.151   4am-node32   <none>           <none>
inverted-corn-114800-8-20-2243-milvus-datanode-9f5495564-r7cwj    1/1     Running     3 (3h56m ago)     3h57m   10.104.14.60    4am-node18   <none>           <none>
inverted-corn-114800-8-20-2243-milvus-indexnode-54c98bd6ff5h6hg   1/1     Running     3 (3h56m ago)     3h57m   10.104.20.209   4am-node22   <none>           <none>
inverted-corn-114800-8-20-2243-milvus-indexnode-54c98bd6ffb9q7c   1/1     Running     3 (3h56m ago)     3h57m   10.104.27.154   4am-node31   <none>           <none>
inverted-corn-114800-8-20-2243-milvus-indexnode-54c98bd6ffdsx6d   1/1     Running     3 (3h56m ago)     3h57m   10.104.5.119    4am-node12   <none>           <none>
inverted-corn-114800-8-20-2243-milvus-indexnode-54c98bd6ffzhtsf   1/1     Running     3 (3h56m ago)     3h57m   10.104.32.246   4am-node39   <none>           <none>
inverted-corn-114800-8-20-2243-milvus-mixcoord-6cf5cb964-qb7fm    1/1     Running     3 (3h56m ago)     3h57m   10.104.5.117    4am-node12   <none>           <none>
inverted-corn-114800-8-20-2243-milvus-proxy-b54ccbd6d-qwp5v       1/1     Running     3 (3h56m ago)     3h57m   10.104.34.219   4am-node37   <none>           <none>
inverted-corn-114800-8-20-2243-milvus-querynode-7c7b866c77pfpfp   1/1     Running     5 (66m ago)       3h57m   10.104.24.28    4am-node29   <none>           <none>
inverted-corn-114800-8-20-2243-milvus-querynode-7c7b866c77t8zmr   1/1     Running     3 (3h56m ago)     3h57m   10.104.23.96    4am-node27   <none>           <none>
inverted-corn-114800-8-20-2243-minio-0                            1/1     Running     0                 3h57m   10.104.18.11    4am-node25   <none>           <none>
inverted-corn-114800-8-20-2243-minio-1                            1/1     Running     0                 3h57m   10.104.33.76    4am-node36   <none>           <none>
inverted-corn-114800-8-20-2243-minio-2                            1/1     Running     0                 3h57m   10.104.34.235   4am-node37   <none>           <none>
inverted-corn-114800-8-20-2243-minio-3                            1/1     Running     0                 3h57m   10.104.26.152   4am-node32   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-bookie-0                    1/1     Running     0                 3h57m   10.104.33.78    4am-node36   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-bookie-1                    1/1     Running     0                 3h57m   10.104.34.236   4am-node37   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-bookie-2                    1/1     Running     0                 3h57m   10.104.18.14    4am-node25   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-bookie-init-kclkn           0/1     Completed   0                 3h57m   10.104.34.218   4am-node37   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-broker-0                    1/1     Running     0                 3h57m   10.104.18.2     4am-node25   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-proxy-0                     1/1     Running     0                 3h57m   10.104.34.220   4am-node37   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-pulsar-init-9rjbc           0/1     Completed   0                 3h57m   10.104.5.118    4am-node12   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-recovery-0                  1/1     Running     0                 3h57m   10.104.26.139   4am-node32   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-zookeeper-0                 1/1     Running     0                 3h57m   10.104.34.234   4am-node37   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-zookeeper-1                 1/1     Running     0                 3h55m   10.104.20.229   4am-node22   <none>           <none>
inverted-corn-114800-8-20-2243-pulsar-zookeeper-2                 1/1     Running     0                 3h55m   10.104.26.159   4am-node32   <none>           <none>

queryNode restart

2024-08-18 22:24:00.528 | stderr | Welcome to use Milvus! |  
-- | -- | -- | --
 2024-08-18 23:55:35.610 | stderr | Welcome to use Milvus!

image

inverted-corn-114800-8-20-2243-milvus-querynode-7c7b866c77pfpfp_restart.log

image

image
截屏2024-08-19 11 41 06

image

client pod name: inverted-corn-1724014800-823447725
fouram_log_err.log

Expected Behavior

No response

Steps To Reproduce

concurrent test and calculation of RT and QPS

        :purpose:  `vector: memory and disk index`
            verify concurrent DML & DQL scenario which has 4 float_vector fields & 16 scalar fields

        :test steps:
            1. create collection with fields:
                'float_vector': 128dim,
                'float_vector_1': 128dim,
                'float_vector_2': 200dim,
                'float_vector_3': 200dim,
                'int8_1', 'int16_1', 'int32_1', 'int64_1', 'double_1', 'float_1', 'varchar_1', 'bool_1',
                'int8_2', 'int16_2', 'int32_2', 'int64_2', 'double_2', 'float_2', 'varchar_2', 'bool_2'
            2. build indexes:
                HNSW: 'float_vector'
                DIAKANN_IP: 'float_vector_1'
                HNSW: 'float_vector_2'
                DIAKANN_L2: 'float_vector_3'
                scalar_default_index: 'int8_1', 'int16_1', 'int32_1', 'int64_1', 'double_1', 'float_1', 'varchar_1'
                scalar_INVERTED_index: 'int8_2', 'int16_2', 'int32_2', 'int64_2', 'double_2', 'float_2', 'varchar_2', 'bool_2'
            3. insert 5 million data
            4. flush collection
            5. build indexes again using the same params
            6. load collection
            7. concurrent request:
                - insert
                - delete
                - flush
                - load
                - search
                - hybrid_search
                - query

Milvus Log

No response

Anything else?

test result:

[2024-08-19 01:00:43,553 -  INFO - fouram]: Print locust final stats. (locust_runner.py:56)
[2024-08-19 01:00:43,554 -  INFO - fouram]: Type     Name                                                                          # reqs      # fails |    Avg     Min     Max    Med |   req/s  failures/s (stats.py:789)
[2024-08-19 01:00:43,554 -  INFO - fouram]: --------|----------------------------------------------------------------------------|-------|-------------|-------|-------|-------|-------|--------|----------- (stats.py:789)
[2024-08-19 01:00:43,554 -  INFO - fouram]: grpc     delete                                                                          3779     0(0.00%) |    103       3   28006      7 |    0.35        0.00 (stats.py:789)
[2024-08-19 01:00:43,554 -  INFO - fouram]: grpc     flush                                                                           3924     0(0.00%) |  46748     433  199848   4800 |    0.36        0.00 (stats.py:789)
[2024-08-19 01:00:43,554 -  INFO - fouram]: grpc     hybrid_search                                                                   3831    42(1.10%) |   2023       2   50420    220 |    0.35        0.00 (stats.py:789)
[2024-08-19 01:00:43,554 -  INFO - fouram]: grpc     insert                                                                          3873     0(0.00%) |    115       8   28651     14 |    0.36        0.00 (stats.py:789)
[2024-08-19 01:00:43,554 -  INFO - fouram]: grpc     load                                                                            3786     0(0.00%) |    238       7   34464     60 |    0.35        0.00 (stats.py:789)
[2024-08-19 01:00:43,554 -  INFO - fouram]: grpc     query                                                                           3807    32(0.84%) |   1856       1   45207    270 |    0.35        0.00 (stats.py:789)
[2024-08-19 01:00:43,554 -  INFO - fouram]: grpc     search                                                                          3765    32(0.85%) |   3668      78   53320   1100 |    0.35        0.00 (stats.py:789)
[2024-08-19 01:00:43,554 -  INFO - fouram]: --------|----------------------------------------------------------------------------|-------|-------------|-------|-------|-------|-------|--------|----------- (stats.py:789)
[2024-08-19 01:00:43,554 -  INFO - fouram]:          Aggregated                                                                     26765   106(0.40%) |   7988       1  199848    230 |    2.48        0.01 (stats.py:789)
[2024-08-19 01:00:43,554 -  INFO - fouram]:  (stats.py:790)
[2024-08-19 01:00:43,558 -  INFO - fouram]: [PerfTemplate] Report data: 
{'server': {'deploy_tool': 'helm',
            'deploy_mode': 'cluster',
            'config_name': 'cluster_8c16m',
            'config': {'queryNode': {'resources': {'limits': {'cpu': '16.0',
                                                              'memory': '64Gi'},
                                                   'requests': {'cpu': '9.0',
                                                                'memory': '33Gi'}},
                                     'replicas': 2},
                       'indexNode': {'resources': {'limits': {'cpu': '8.0',
                                                              'memory': '16Gi'},
                                                   'requests': {'cpu': '5.0',
                                                                'memory': '9Gi'}},
                                     'replicas': 4},
                       'dataNode': {'resources': {'limits': {'cpu': '8.0',
                                                             'memory': '16Gi'},
                                                  'requests': {'cpu': '5.0',
                                                               'memory': '9Gi'}}},
                       'cluster': {'enabled': True},
                       'pulsar': {},
                       'kafka': {},
                       'minio': {'metrics': {'podMonitor': {'enabled': True}}},
                       'etcd': {'metrics': {'enabled': True,
                                            'podMonitor': {'enabled': True}}},
                       'metrics': {'serviceMonitor': {'enabled': True}},
                       'log': {'level': 'debug'},
                       'extraConfigFiles': {'user.yaml': 'queryNode:\n'
                                                         '  mmap:\n'
                                                         '    mmapEnabled: '
                                                         'true\n'},
                       'image': {'all': {'repository': 'harbor.milvus.io/milvus/milvus',
                                         'tag': '2.4-20240818-248a6ea4-amd64'}}},
            'host': 'inverted-corn-114800-8-20-2243-milvus.qa-milvus.svc.cluster.local',
            'port': '19530',
            'uri': ''},
 'client': {'test_case_type': 'ConcurrentClientBase',
            'test_case_name': 'test_inverted_locust_hnsw_diskann_dml_dql_cluster',
            'test_case_params': {'dataset_params': {'metric_type': 'L2',
                                                    'dim': 128,
                                                    'scalars_index': {'int8_1': {},
                                                                      'int16_1': {},
                                                                      'int32_1': {},
                                                                      'int64_1': {},
                                                                      'double_1': {},
                                                                      'float_1': {},
                                                                      'varchar_1': {},
                                                                      'int8_2': {'index_type': 'INVERTED'},
                                                                      'int16_2': {'index_type': 'INVERTED'},
                                                                      'int32_2': {'index_type': 'INVERTED'},
                                                                      'int64_2': {'index_type': 'INVERTED'},
                                                                      'double_2': {'index_type': 'INVERTED'},
                                                                      'float_2': {'index_type': 'INVERTED'},
                                                                      'varchar_2': {'index_type': 'INVERTED'},
                                                                      'bool_2': {'index_type': 'INVERTED'}},
                                                    'vectors_index': {'float_vector_1': {'index_type': 'DISKANN',
                                                                                         'index_param': {},
                                                                                         'metric_type': 'IP'},
                                                                      'float_vector_2': {'index_type': 'HNSW',
                                                                                         'index_param': {'M': 8,
                                                                                                         'efConstruction': 200},
                                                                                         'metric_type': 'L2'},
                                                                      'float_vector_3': {'index_type': 'DISKANN',
                                                                                         'index_param': {},
                                                                                         'metric_type': 'L2'}},
                                                    'scalars_params': {'float_vector_1': {'params': {'dim': 128},
                                                                                          'other_params': {'dataset': 'sift'}},
                                                                       'float_vector_2': {'params': {'dim': 200},
                                                                                          'other_params': {'dataset': 'text2img'}},
                                                                       'float_vector_3': {'params': {'dim': 200},
                                                                                          'other_params': {'dataset': 'text2img'}}},
                                                    'dataset_name': 'sift',
                                                    'dataset_size': 5000000,
                                                    'ni_per': 5000},
                                 'collection_params': {'other_fields': ['float_vector_1',
                                                                        'float_vector_2',
                                                                        'float_vector_3',
                                                                        'int8_1',
                                                                        'int16_1',
                                                                        'int32_1',
                                                                        'int64_1',
                                                                        'double_1',
                                                                        'float_1',
                                                                        'varchar_1',
                                                                        'bool_1',
                                                                        'int8_2',
                                                                        'int16_2',
                                                                        'int32_2',
                                                                        'int64_2',
                                                                        'double_2',
                                                                        'float_2',
                                                                        'varchar_2',
                                                                        'bool_2'],
                                                       'shards_num': 2},
                                 'resource_groups_params': {'reset': False},
                                 'database_user_params': {'reset_rbac': False,
                                                          'reset_db': False},
                                 'index_params': {'index_type': 'HNSW',
                                                  'index_param': {'M': 8,
                                                                  'efConstruction': 200}},
                                 'concurrent_params': {'concurrent_number': 20,
                                                       'during_time': '3h',
                                                       'interval': 20,
                                                       'spawn_rate': None},
                                 'concurrent_tasks': [{'type': 'insert',
                                                       'weight': 1,
                                                       'params': {'nb': 10,
                                                                  'timeout': 30,
                                                                  'random_id': True,
                                                                  'random_vector': True,
                                                                  'varchar_filled': False,
                                                                  'start_id': 5000000}},
                                                      {'type': 'delete',
                                                       'weight': 1,
                                                       'params': {'expr': '',
                                                                  'delete_length': 9,
                                                                  'timeout': 30}},
                                                      {'type': 'flush',
                                                       'weight': 1,
                                                       'params': {'timeout': 180,
                                                                  'check_task': 'check_ignore_rate_limit'}},
                                                      {'type': 'load',
                                                       'weight': 1,
                                                       'params': {'replica_number': 1,
                                                                  'timeout': 180}},
                                                      {'type': 'search',
                                                       'weight': 1,
                                                       'params': {'nq': 1000,
                                                                  'top_k': 1,
                                                                  'search_param': {'ef': 64},
                                                                  'expr': 'int64_1 '
                                                                          '> '
                                                                          '-1 '
                                                                          '&& '
                                                                          'id '
                                                                          '> '
                                                                          '-1',
                                                                  'guarantee_timestamp': None,
                                                                  'partition_names': None,
                                                                  'output_fields': ['*'],
                                                                  'ignore_growing': False,
                                                                  'group_by_field': None,
                                                                  'timeout': 180,
                                                                  'random_data': True}},
                                                      {'type': 'hybrid_search',
                                                       'weight': 1,
                                                       'params': {'nq': 1,
                                                                  'top_k': 10,
                                                                  'reqs': [{'search_param': {'ef': 1280},
                                                                            'anns_field': 'float_vector',
                                                                            'expr': 'int64_1 '
                                                                                    '< '
                                                                                    '100000 '
                                                                                    '&& '
                                                                                    'float_2 '
                                                                                    '> '
                                                                                    '10.0',
                                                                            'top_k': 1000},
                                                                           {'search_param': {'search_list': 30},
                                                                            'anns_field': 'float_vector_1',
                                                                            'expr': 'varchar_1 '
                                                                                    'like '
                                                                                    '"0%" '
                                                                                    '&& '
                                                                                    'bool_2 '
                                                                                    '== '
                                                                                    'True'},
                                                                           {'search_param': {'ef': 1024},
                                                                            'anns_field': 'float_vector_2',
                                                                            'expr': 'int8_1 '
                                                                                    '< '
                                                                                    '64 '
                                                                                    '&& '
                                                                                    'bool_1 '
                                                                                    '== '
                                                                                    'False',
                                                                            'top_k': 1009},
                                                                           {'search_param': {'search_list': 40},
                                                                            'anns_field': 'float_vector_3',
                                                                            'expr': 'int8_2 '
                                                                                    '> '
                                                                                    '64 '
                                                                                    '|| '
                                                                                    'double_2 '
                                                                                    '> '
                                                                                    '1000000.0'}],
                                                                  'rerank': {'RRFRanker': []},
                                                                  'output_fields': ['*'],
                                                                  'ignore_growing': False,
                                                                  'guarantee_timestamp': None,
                                                                  'partition_names': None,
                                                                  'timeout': 60,
                                                                  'random_data': True}},
                                                      {'type': 'query',
                                                       'weight': 1,
                                                       'params': {'ids': None,
                                                                  'expr': 'int64_1 '
                                                                          '> '
                                                                          '-1 '
                                                                          '&&  '
                                                                          'int64_2 '
                                                                          '> '
                                                                          '-1 '
                                                                          '&& ',
                                                                  'output_fields': ['*'],
                                                                  'offset': None,
                                                                  'limit': None,
                                                                  'ignore_growing': False,
                                                                  'partition_names': None,
                                                                  'timeout': 180,
                                                                  'random_data': True,
                                                                  'random_count': 20,
                                                                  'random_range': [2500000.0,
                                                                                   5000000],
                                                                  'field_name': 'id',
                                                                  'field_type': 'int64'}}]},
            'run_id': 2024081850509939,
            'datetime': '2024-08-18 21:04:10.308699',
            'client_version': '2.4.0'},
 'result': {'test_result': {'index': {'RT': 847.5802,
                                      'float_vector_1': {'RT': 703.0809},
                                      'float_vector_2': {'RT': 331.2981},
                                      'float_vector_3': {'RT': 143.9072},
                                      'int8_1': {'RT': 0.5159},
                                      'int16_1': {'RT': 0.5161},
                                      'int32_1': {'RT': 0.5162},
                                      'int64_1': {'RT': 0.5171},
                                      'double_1': {'RT': 0.5167},
                                      'float_1': {'RT': 0.5158},
                                      'varchar_1': {'RT': 0.5157},
                                      'int8_2': {'RT': 0.5149},
                                      'int16_2': {'RT': 0.5155},
                                      'int32_2': {'RT': 0.5136},
                                      'int64_2': {'RT': 0.5166},
                                      'double_2': {'RT': 0.5178},
                                      'float_2': {'RT': 0.5157},
                                      'varchar_2': {'RT': 0.5155},
                                      'bool_2': {'RT': 0.5166}},
                            'insert': {'total_time': 910.8198,
                                       'VPS': 5489.5601,
                                       'batch_time': 0.9108,
                                       'batch': 5000},
                            'flush': {'RT': 3.0248},
                            'load': {'RT': 14.9941},
                            'Locust': {'Aggregated': {'Requests': 26765,
                                                      'Fails': 106,
                                                      'RPS': 2.48,
                                                      'fail_s': 0.0,
                                                      'RT_max': 199848.69,
                                                      'RT_avg': 7988.65,
                                                      'TP50': 230.0,
                                                      'TP99': 181000.0},
                                       'delete': {'Requests': 3779,
                                                  'Fails': 0,
                                                  'RPS': 0.35,
                                                  'fail_s': 0.0,
                                                  'RT_max': 28006.28,
                                                  'RT_avg': 103.09,
                                                  'TP50': 7,
                                                  'TP99': 890.0},
                                       'flush': {'Requests': 3924,
                                                 'Fails': 0,
                                                 'RPS': 0.36,
                                                 'fail_s': 0.0,
                                                 'RT_max': 199848.69,
                                                 'RT_avg': 46748.88,
                                                 'TP50': 4900.0,
                                                 'TP99': 182000.0},
                                       'hybrid_search': {'Requests': 3831,
                                                         'Fails': 42,
                                                         'RPS': 0.35,
                                                         'fail_s': 0.01,
                                                         'RT_max': 50420.15,
                                                         'RT_avg': 2023.06,
                                                         'TP50': 220.0,
                                                         'TP99': 26000.0},
                                       'insert': {'Requests': 3873,
                                                  'Fails': 0,
                                                  'RPS': 0.36,
                                                  'fail_s': 0.0,
                                                  'RT_max': 28651.35,
                                                  'RT_avg': 115.87,
                                                  'TP50': 14,
                                                  'TP99': 1100.0},
                                       'load': {'Requests': 3786,
                                                'Fails': 0,
                                                'RPS': 0.35,
                                                'fail_s': 0.0,
                                                'RT_max': 34464.73,
                                                'RT_avg': 238.49,
                                                'TP50': 60,
                                                'TP99': 4200.0},
                                       'query': {'Requests': 3807,
                                                 'Fails': 32,
                                                 'RPS': 0.35,
                                                 'fail_s': 0.01,
                                                 'RT_max': 45207.93,
                                                 'RT_avg': 1856.67,
                                                 'TP50': 270.0,
                                                 'TP99': 27000.0},
                                       'search': {'Requests': 3765,
                                                  'Fails': 32,
                                                  'RPS': 0.35,
                                                  'fail_s': 0.01,
                                                  'RT_max': 53320.5,
                                                  'RT_avg': 3668.97,
                                                  'TP50': 1100.0,
                                                  'TP99': 37000.0}}}}}
@wangting0128 wangting0128 added kind/bug Issues or changes related a bug needs-triage Indicates an issue or PR lacks a `triage/foo` label and requires one. test/benchmark benchmark test labels Aug 19, 2024
@wangting0128 wangting0128 added this to the 2.4.8 milestone Aug 19, 2024
@yanliang567
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/assign @zhagnlu
/unassign

@sre-ci-robot sre-ci-robot assigned zhagnlu and unassigned yanliang567 Aug 19, 2024
@yanliang567 yanliang567 added triage/accepted Indicates an issue or PR is ready to be actively worked on. and removed needs-triage Indicates an issue or PR lacks a `triage/foo` label and requires one. labels Aug 19, 2024
@yanliang567 yanliang567 modified the milestones: 2.4.8, 2.4.10 Aug 19, 2024
@wangting0128
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/assign @MrPresent-Han
/unassign @zhagnlu

@yanliang567 yanliang567 modified the milestones: 2.4.10, 2.4.11 Sep 5, 2024
@yanliang567 yanliang567 modified the milestones: 2.4.11, 2.4.12 Sep 18, 2024
@yanliang567 yanliang567 modified the milestones: 2.4.12, 2.4.13 Sep 27, 2024
@yanliang567 yanliang567 modified the milestones: 2.4.13, 2.4.14 Oct 15, 2024
@yanliang567 yanliang567 modified the milestones: 2.4.14, 2.4.16 Nov 14, 2024
@yanliang567 yanliang567 modified the milestones: 2.4.16, 2.4.17, 2.4.18 Nov 21, 2024
@xiaofan-luan
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is this still an issue?

@wangting0128
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is this still an issue?

not reproduce recently,maybe close it first

@yanliang567 yanliang567 modified the milestones: 2.4.18, 2.4.19, 2.4.20 Dec 24, 2024
@yanliang567 yanliang567 modified the milestones: 2.4.20, 2.4.21 Jan 6, 2025
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