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[Bug]: [benchmark][standalone][LRU] search raises error fail to search on QueryNode 12: worker(12) query failed: cannot create std::vector larger than max_size() in multi-collections scene #32383

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wangting0128 opened this issue Apr 17, 2024 · 4 comments
Open
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[Bug]: [benchmark][standalone][LRU] search raises error fail to search on QueryNode 12: worker(12) query failed: cannot create std::vector larger than max_size() in multi-collections scene #32383

wangting0128 opened this issue Apr 17, 2024 · 4 comments
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@chyezh @MrPresent-Han
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kind/bug Issues or changes related a bug test/benchmark benchmark test triage/accepted Indicates an issue or PR is ready to be actively worked on.
Milestone
2.4.lru

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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:debug-chyezh-lru-dev_enable_asan-cbfb3cb-20240417
- Deployment mode(standalone or cluster): standalone
- MQ type(rocksmq, pulsar or kafka):pulsar    
- SDK version(e.g. pymilvus v2.0.0rc2): 2.4.0rc66
- OS(Ubuntu or CentOS): 
- CPU/Memory: 
- GPU: 
- Others:

Current Behavior

argo task: lru-multi-client-qcnd8

server:
milvus standalone restart

NAME                                                              READY   STATUS                            RESTARTS         AGE     IP              NODE         NOMINATED NODE   READINESS GATES
lru-big-data-etcd-0                                               1/1     Running                           0                2d9h    10.104.17.116   4am-node23   <none>           <none>
lru-big-data-milvus-standalone-5b954b66cd-bwkxd                   1/1     Running                           1 (4m54s ago)    158m    10.104.21.225   4am-node24   <none>           <none>
lru-big-data-minio-5bd4bc5cd6-6wfkx                               1/1     Running                           0                2d9h    10.104.21.125   4am-node24   <none>           <none>
lru-big-data-pulsar-bookie-0                                      1/1     Running                           0                2d9h    10.104.31.44    4am-node34   <none>           <none>
lru-big-data-pulsar-bookie-1                                      1/1     Running                           0                2d9h    10.104.30.211   4am-node38   <none>           <none>
lru-big-data-pulsar-bookie-2                                      1/1     Running                           0                2d9h    10.104.17.117   4am-node23   <none>           <none>
lru-big-data-pulsar-broker-0                                      1/1     Running                           0                2d9h    10.104.6.186    4am-node13   <none>           <none>
lru-big-data-pulsar-proxy-0                                       1/1     Running                           0                2d9h    10.104.6.185    4am-node13   <none>           <none>
lru-big-data-pulsar-recovery-0                                    1/1     Running                           0                2d9h    10.104.1.199    4am-node10   <none>           <none>
lru-big-data-pulsar-zookeeper-0                                   1/1     Running                           0                2d9h    10.104.17.115   4am-node23   <none>           <none>
lru-big-data-pulsar-zookeeper-1                                   1/1     Running                           0                2d9h    10.104.29.76    4am-node35   <none>           <none>
lru-big-data-pulsar-zookeeper-2                                   1/1     Running                           0                2d9h    10.104.34.168   4am-node37   <none>           <none>
截屏2024-04-17 21 40 59

image

client 1 pod name: lru-multi-client-qcnd8-1954846186
client 1 log:
截屏2024-04-17 21 38 01

client 2 pod name:lru-multi-client-qcnd8-4216188395
client 2 log:
截屏2024-04-17 21 38 24

Expected Behavior

No response

Steps To Reproduce

1. deploy a standalone milvus with LRU enabled and insert 49m data
2. concurrent 2 clients， each one execute steps as follow：
   a. create a collection with int64(pk), float_vector, int64 three fields
   b. build HNSW index
   c. insert 1million 768dim data
   d. flush collection
   e. build index with the same params again
   f. load collection
   g. concurrent request:
       - search <- raises error

Milvus Log

No response

Anything else?

client 1 test result:

[2024-04-17 13:34:04,310 -  INFO - fouram]: Print locust final stats. (locust_runner.py:56)
[2024-04-17 13:34:04,311 -  INFO - fouram]: Type     Name                                                                          # reqs      # fails |    Avg     Min     Max    Med |   req/s  failures/s (stats.py:789)
[2024-04-17 13:34:04,311 -  INFO - fouram]: --------|----------------------------------------------------------------------------|-------|-------------|-------|-------|-------|-------|--------|----------- (stats.py:789)
[2024-04-17 13:34:04,311 -  INFO - fouram]: grpc     search                                                                        115209     4(0.00%) |    601      91    7989    690 |   33.16        0.00 (stats.py:789)
[2024-04-17 13:34:04,311 -  INFO - fouram]: --------|----------------------------------------------------------------------------|-------|-------------|-------|-------|-------|-------|--------|----------- (stats.py:789)
[2024-04-17 13:34:04,311 -  INFO - fouram]:          Aggregated                                                                    115209     4(0.00%) |    601      91    7989    690 |   33.16        0.00 (stats.py:789)
[2024-04-17 13:34:04,311 -  INFO - fouram]:  (stats.py:790)
[2024-04-17 13:34:04,313 -  INFO - fouram]: [PerfTemplate] Report data: 
{'server': {'deploy_tool': '',
            'deploy_mode': '',
            'config_name': '',
            'config': {},
            'host': 'lru-big-data-milvus.qa-milvus.svc.cluster.local',
            'port': '19530',
            'uri': ''},
 'client': {'test_case_type': 'ConcurrentClientBase',
            'test_case_name': 'test_concurrent_locust_custom_parameters',
            'test_case_params': {'dataset_params': {'metric_type': 'L2',
                                                    'column_name': 'float32_vector',
                                                    'dim': 768,
                                                    'dataset_name': 'laion1b_nolang',
                                                    'dataset_size': '1m',
                                                    'ni_per': 10000},
                                 'collection_params': {'other_fields': ['int64_1']},
                                 'index_params': {'index_type': 'HNSW',
                                                  'index_param': {'M': 30,
                                                                  'efConstruction': 360}},
                                 'concurrent_params': {'concurrent_number': 20,
                                                       'during_time': '1h',
                                                       'interval': 20,
                                                       'spawn_rate': None},
                                 'concurrent_tasks': [{'type': 'search',
                                                       'weight': 1,
                                                       'params': {'top_k': 1,
                                                                  'nq': 1,
                                                                  'search_param': {'ef': 64},
                                                                  'timeout': 3000,
                                                                  'random_data': True}}]},
            'run_id': 2024041738951590,
            'datetime': '2024-04-17 11:38:15.145458',
            'client_version': '2.4.0'},
 'result': {'test_result': {'index': {'RT': 3009.9716},
                            'insert': {'total_time': 287.5895,
                                       'VPS': 3477.1784,
                                       'batch_time': 2.8759,
                                       'batch': 10000},
                            'flush': {'RT': 3.021},
                            'load': {'RT': 5.7206},
                            'Locust': {'Aggregated': {'Requests': 115209,
                                                      'Fails': 4,
                                                      'RPS': 33.16,
                                                      'fail_s': 0.0,
                                                      'RT_max': 7989.69,
                                                      'RT_avg': 601.54,
                                                      'TP50': 690.0,
                                                      'TP99': 1000.0},
                                       'search': {'Requests': 115209,
                                                  'Fails': 4,
                                                  'RPS': 33.16,
                                                  'fail_s': 0.0,
                                                  'RT_max': 7989.69,
                                                  'RT_avg': 601.54,
                                                  'TP50': 690.0,
                                                  'TP99': 1000.0}}}}}

client 2 test result:

[2024-04-17 13:25:59,147 -  INFO - fouram]: Print locust final stats. (locust_runner.py:56)
[2024-04-17 13:25:59,148 -  INFO - fouram]: Type     Name                                                                          # reqs      # fails |    Avg     Min     Max    Med |   req/s  failures/s (stats.py:789)
[2024-04-17 13:25:59,148 -  INFO - fouram]: --------|----------------------------------------------------------------------------|-------|-------------|-------|-------|-------|-------|--------|----------- (stats.py:789)
[2024-04-17 13:25:59,148 -  INFO - fouram]: grpc     search                                                                        120505     7(0.01%) |    596      94    7914    690 |   33.47        0.00 (stats.py:789)
[2024-04-17 13:25:59,148 -  INFO - fouram]: --------|----------------------------------------------------------------------------|-------|-------------|-------|-------|-------|-------|--------|----------- (stats.py:789)
[2024-04-17 13:25:59,148 -  INFO - fouram]:          Aggregated                                                                    120505     7(0.01%) |    596      94    7914    690 |   33.47        0.00 (stats.py:789)
[2024-04-17 13:25:59,148 -  INFO - fouram]:  (stats.py:790)
[2024-04-17 13:25:59,149 -  INFO - fouram]: [PerfTemplate] Report data: 
{'server': {'deploy_tool': '',
            'deploy_mode': '',
            'config_name': '',
            'config': {},
            'host': 'lru-big-data-milvus.qa-milvus.svc.cluster.local',
            'port': '19530',
            'uri': ''},
 'client': {'test_case_type': 'ConcurrentClientBase',
            'test_case_name': 'test_concurrent_locust_custom_parameters',
            'test_case_params': {'dataset_params': {'metric_type': 'L2',
                                                    'column_name': 'float32_vector',
                                                    'dim': 768,
                                                    'dataset_name': 'laion1b_nolang',
                                                    'dataset_size': '1m',
                                                    'ni_per': 10000},
                                 'collection_params': {'other_fields': ['int64_1']},
                                 'index_params': {'index_type': 'HNSW',
                                                  'index_param': {'M': 30,
                                                                  'efConstruction': 360}},
                                 'concurrent_params': {'concurrent_number': 20,
                                                       'during_time': '1h',
                                                       'interval': 20,
                                                       'spawn_rate': None},
                                 'concurrent_tasks': [{'type': 'search',
                                                       'weight': 1,
                                                       'params': {'top_k': 1,
                                                                  'nq': 1,
                                                                  'search_param': {'ef': 64},
                                                                  'timeout': 3000,
                                                                  'random_data': True}}]},
            'run_id': 2024041738973678,
            'datetime': '2024-04-17 11:38:17.074997',
            'client_version': '2.4.0'},
 'result': {'test_result': {'index': {'RT': 2533.6166},
                            'insert': {'total_time': 284.3294,
                                       'VPS': 3517.0475,
                                       'batch_time': 2.8433,
                                       'batch': 10000},
                            'flush': {'RT': 2.5197},
                            'load': {'RT': 4.0285},
                            'Locust': {'Aggregated': {'Requests': 120505,
                                                      'Fails': 7,
                                                      'RPS': 33.47,
                                                      'fail_s': 0.0,
                                                      'RT_max': 7914.9,
                                                      'RT_avg': 596.27,
                                                      'TP50': 690.0,
                                                      'TP99': 1000.0},
                                       'search': {'Requests': 120505,
                                                  'Fails': 7,
                                                  'RPS': 33.47,
                                                  'fail_s': 0.0,
                                                  'RT_max': 7914.9,
                                                  'RT_avg': 596.27,
                                                  'TP50': 690.0,
                                                  'TP99': 1000.0}}}}}
@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 Apr 17, 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 Apr 17, 2024
@yanliang567 yanliang567 added this to the 2.4.1 milestone Apr 17, 2024
@yanliang567
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/unassign

@xiaofan-luan
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/assign @MrPresent-Han

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stale bot commented May 18, 2024

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.
Rotten issues close after 30d of inactivity. Reopen the issue with /reopen.

@stale stale bot added the stale indicates no udpates for 30 days label May 18, 2024
@yanliang567
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keep it

@stale stale bot removed the stale indicates no udpates for 30 days label May 20, 2024
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@chyezh chyezh

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@chyezh @wangting0128 @yanliang567 @xiaofan-luan @MrPresent-Han