Comments (9)
Is there an existing issue for this?
- I have searched the existing issues
Environment
- Milvus version:2.4.0 - Deployment mode(standalone or cluster): cluster - MQ type(rocksmq, pulsar or kafka): kafka - SDK version(e.g. pymilvus v2.0.0rc2): 2.7 - OS(Ubuntu or CentOS): CentOS - CPU/Memory: - GPU: 0 - Others:
Current Behavior
My Collection loading scale of 40 million entites to the mem index. I has enabled 40 query nodes, but the data is only loaded into 2 query nodes. Here is my configuration, how to adjust it to enable automatic memory balancing allocation:
Expected Behavior
No response
Steps To Reproduce
No response
Milvus Log
No response
Anything else?
No response
so you are saying you got 40m data but they got only 2 nodes with data?
- could you offer querycoord and querynode logs?
- could you share your segment distribution?
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/assign @sunby
please help to follow
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the attu-client show the error msg follow:
show collection failed: load segment failed, OOM if load, maxSegmentSize = 205.4959774017334 MB, memUsage = 121813.59168624878 MB, predictMemUsage = 122019.08766365051 MB, totalMem = 122880 MB thresholdFactor = 0.900000
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segment:
assignmentExpiration: 2000
compactableProportion: 0.85
diskSegmentMaxSize: 2048
enableLevelZero: true
expansionRate: 1.25
maxBinlogFileNumber: 32
maxIdleTime: 600
maxLife: 86400
maxSize: 1024
minSizeFromIdleToSealed: 16
sealProportion: 0.12
smallProportion: 0.5
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@yesyue Could you please refer this doc to export the whole Milvus logs for investigation?
Also Could you please attach the etcd backup for investigation? Check this: https://github.com/milvus-io/birdwatcher for details about how to backup etcd with birdwatcher
/assign @yesyue
/unassign
from milvus.
the attu-client show the error msg follow:
show collection failed: load segment failed, OOM if load, maxSegmentSize = 205.4959774017334 MB, memUsage = 121813.59168624878 MB, predictMemUsage = 122019.08766365051 MB, totalMem = 122880 MB thresholdFactor = 0.900000
it seems that you can not load, might be for the unbalance reason.
you can use birdwatcher to check if all the segment is sealed or indexed.
We can not help with detailed logs and info from birdwatcher.
Using birdwatcher with show segment command can help you to figure out why
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only one query node mem high, and increasing
from milvus.
only one query node mem high, and increasing
Can you provide querynode Segment Loaded Num
and Queryable Entity Num
metrics?
from milvus.
you can use birdwatcher and run download global-distribution
command and paste generated distribution file here.
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Related Issues (20)
- [Bug]: fix query node stuck at stopping balance progress HOT 1
- [Bug]: Is it possible to test milvus offline by ann_benchmark on Centos? HOT 5
- [Bug]: Upsert failed: quota exceeded[reason=rate type: DMLUpsert] although the memory and tt delay are normal HOT 6
- [Bug]: Missing IDs when filtering for all IDs + count HOT 9
- [Bug]: memoryLeak in DataNode's rendezvousFlushManager
- [Bug]: DN channel_manager ut failed
- [Bug]: [benchmark] Some load timeout failures during concurrent `DML` testing HOT 1
- [Enhancement]: Add a param item to ignore bad message id from checkpoint
- [Bug]: datacoord list_index error HOT 4
- [Bug]: When segmentCount > 200K [channel_store][ResourceExhausted desc = trying to send message larger than max (2235554 vs. 2097152) HOT 2
- [Enhancement]: obvious CPU overhead in GetRecoveryInfo rpc
- [Bug]: It looks like there is something wrong with the L0 compaction task with 248k segments HOT 2
- [Enhancement]: support async cgo to avoid long cgo request. HOT 1
- [Bug]: When constructing duplicate data using query expressions, the returned data may be incomplete. HOT 9
- [Bug]: unit test may have mem leak caused by gtest framework HOT 2
- [Enhancement]: How to install milvus2.4.x offline with docker-compose
- [Bug]: install_deps.sh fails in Ubuntu22.04 HOT 1
- [Enhancement]: missing `make cppcheck` in CI HOT 1
- [Bug]: collection can not loaded when restart after server's sudden electricity lost HOT 2
- [Bug]: multi-col top-k unexpected HOT 30
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