All,
I’m looking for advice on how to reduce the number of segments for my
indices because in my use case (log analysis), quick searches are more
important than real-time access to data. I've turned many of the "knobs"
available within ES, and read many blog postings, ES documentation, etc.,
but still feel like there is room for important.
Specific questions I have:
1. How can I increase the current merge rate? According to Elastic HQ, my
merge rate is 6 MB/s (according to Elastic HQ). I know I don't have SSDs,
but with 15k drives it seems like I should be able to get better rates. I
tried increasing indices.store.throttle.max_bytes_per_sec from the default
of 20mb to 40mb in my templates, but I didn't see a noticeable change in
disk IOps or the merge rate the next day. Did I do something incorrectly?
I'm going to experiment with setting it overall
with index.store.throttle.max_bytes_per_sec and removing it from my
templates.
2. Should I move away from the default merge policy, or stick with the
default ("tiered")?
Any advice you have is much appreciated; additional details on my situation
are below.
----
- I generate 2 indices per day - “high” and “low”. I usually end up with ~
450 segments for my ‘high’ index (see attached), and another ~ 200 segments
for my ‘low’ index, which I then optimize once I roll-over to the next
day’s indices.
- 4 ES servers (soon to be 8).
— Each server has:
12 Xeon cores running at 2.3 GHz
15k drives
128 GB of RAM
68 GB used for OS / file system machine
60 GB used by 2 JVMs
- Index ~ 750 GB per day; 1.5 TB if you include the replicas
- Relevant configs:
TEMPLATE:
"index.refresh_interval" : "60s",
"index.number_of_replicas" : "1",
"index.number_of_shards" : "4",
"index.merge.policy.max_merged_segment" : "50g",
"index.merge.policy.segments_per_tier" : "5",
"index.merge.policy.max_merge_at_once" : “5”,
"indices.store.throttle.max_bytes_per_sec" : "40mb".
ELASTICSEARCH.YML:
indices.memory.index_buffer_size: 30%
Thanks in advance!,
Chris
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index shard prirep ip segment generation docs.count
docs.deleted size size.memory committed searchable version compound
high-2014.08.24 0 p 1.2.3.4 _lrk 28208 5815113 0
3.9gb 55697309 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _10g5 47237 19055519 0
12.6gb 178323656 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _1l26 73950 16650698 0
9.6gb 155076791 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _1suo 84048 4259815 0
2.4gb 40337901 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _1xt3 90471 4741394 0
2.9gb 44799302 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _24y5 99725 8241805 0
5.3gb 79225058 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _27hs 103024 3432320 0
2.3gb 33132147 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2ccn 109319 5210301 0
3.6gb 49775842 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2frr 113751 10141704 0
6.5gb 97469720 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2iks 117388 2120322 0
1.5gb 20871023 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2jvj 119071 2654999 0
1.9gb 26059406 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2nc6 123558 5941714 0
4.2gb 56767385 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2oid 125077 1101972 0
833.2mb 11028090 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2pbu 126138 1435802 0
1gb 14298968 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2qlr 127791 2386660 0
1.7gb 23440373 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2r4e 128462 635646 0
485.2mb 7910210 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2rlz 129095 1133397 0
859.6mb 11339221 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2s9a 129934 540622 0
428.3mb 6770510 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2tei 131418 1355266 0
1gb 13512732 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2tpt 131825 389234 0
312mb 4947474 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2u09 132201 334894 0
271.1mb 4282012 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2u9y 132550 717998 0
565.5mb 8977044 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2ues 132724 102287 0
87.5mb 1388804 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2ug8 132776 207957 0
168.3mb 2749298 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2ulf 132963 143268 0
120.3mb 1911176 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2uqe 133142 291302 0
238.9mb 3760762 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2us6 133206 51157 0
45.7mb 715147 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2uu7 133279 66227 0
57.8mb 913054 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2uw9 133353 124773 0
106.7mb 1671912 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2uxa 133390 20840 0
19mb 308660 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2uy9 133425 46110 0
40.8mb 643464 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2uzu 133482 13079 0
12.4mb 199583 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2uzv 133483 16975 0
15.5mb 254338 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2v09 133497 40612 0
36.6mb 575521 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2v0s 133516 4873 0
5.1mb 103661 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2v12 133526 4304 0
4.3mb 91634 true true 4.8 true
high-2014.08.24 0 p 1.2.3.4 _2v13 133527 2262 0
2.2mb 50165 true true 4.8 true
high-2014.08.24 0 p 1.2.3.4 _2v14 133528 3370 0
3.4mb 71592 true true 4.8 true
high-2014.08.24 0 p 1.2.3.4 _2v15 133529 4602 0
4.7mb 98291 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2v16 133530 12515 0
12mb 193020 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2v18 133532 3718 0
3.8mb 53306 true true 4.8 true
high-2014.08.24 0 p 1.2.3.4 _2v19 133533 1454 0
1.5mb 34590 true true 4.8 true
high-2014.08.24 0 p 1.2.3.4 _2v1a 133534 2378 0
2.4mb 53115 true true 4.8 true
high-2014.08.24 0 p 1.2.3.4 _2v1b 133535 7160 0
7.2mb 97852 true true 4.8 false
high-2014.08.24 0 p 1.2.3.4 _2v1c 133536 130 0
159.7kb 3910 true true 4.8 true
high-2014.08.24 0 p 1.2.3.4 _2v1d 133537 606 0
647.2kb 15675 true true 4.8 true
high-2014.08.24 0 p 1.2.3.4 _2v1e 133538 327 0
408.2kb 7333 false true 4.8 true
high-2014.08.24 0 p 1.2.3.4 _2v1f 133539 142 0
179.3kb 2946 false true 4.8 true
high-2014.08.24 0 p 1.2.3.4 _2v1g 133540 262 0
332.3kb 7971 false true 4.8 true
high-2014.08.24 0 r 172.28.124.95 _ync 44904 14530134
0 9.7gb 138039883 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _1ime 70790 19050324
0 11.4gb 176407912 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _1kfh 73133 3508894
0 1.8gb 32951593 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _1u8e 85838 2884824
0 1.7gb 27699838 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _26d8 101564 7931692
0 5.3gb 76238917 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _29u0 106056 3011050
0 2.1gb 29277936 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2hid 116005 25490383
0 16.1gb 237439061 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2k4n 119399 3520309
0 2.5gb 34180468 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2m25 121901 844612
0 644.7mb 10502055 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2nom 124006 7785390
0 5.5gb 74957731 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2p1f 125763 1373717
0 1gb 13691995 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2qf4 127552 2333321
0 1.7gb 23012032 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2qzu 128298 1136806
0 869.4mb 11429233 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2s9f 129939 2475708
0 1.8gb 24390839 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2svz 130751 308847
0 246.6mb 3950341 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2t3u 131034 471899
0 375.8mb 5970280 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2tai 131274 1105397
0 859.4mb 11109431 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2tfe 131450 102702
0 88.1mb 1393110 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2tj5 131585 232836
0 188.3mb 3029277 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2tpl 131817 294421
0 235.1mb 3784913 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2u3e 132314 375453
0 303.9mb 4762025 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2u6t 132437 80814
0 69.7mb 1103120 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2u8o 132504 101978
0 88.6mb 1386899 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2uco 132648 234550
0 193.8mb 3066015 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2uds 132688 58841
0 51.8mb 810334 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2uft 132761 38231
0 34.1mb 544127 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2ugx 132801 6770
0 6.7mb 94248 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2uh7 132811 17709
0 16.1mb 263122 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2uh9 132813 107263
0 92.6mb 1451458 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2uhm 132826 7267
0 7.3mb 101072 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2uid 132853 4364
0 4.3mb 61160 true true 4.8 true
high-2014.08.24 0 r 172.28.124.95 _2uif 132855 4907
0 5.1mb 68903 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2uig 132856 19594
0 18.6mb 290194 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2uis 132868 3380
0 3.4mb 48411 true true 4.8 true
high-2014.08.24 0 r 172.28.124.95 _2uiu 132870 8470
0 7.9mb 111800 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2uiv 132871 7052
0 6.8mb 94853 true true 4.8 false
high-2014.08.24 0 r 172.28.124.95 _2uiw 132872 1469
0 1.5mb 24260 true true 4.8 true
high-2014.08.24 0 r 172.28.124.95 _2uj3 132879 2101
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high-2014.08.24 0 r 172.28.124.95 _2uj4 132880 809
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high-2014.08.24 0 r 172.28.124.95 _2uj5 132881 613
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high-2014.08.24 0 r 172.28.124.95 _2uj6 132882 1053
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high-2014.08.24 0 r 172.28.124.95 _2uj7 132883 664
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high-2014.08.24 0 r 172.28.124.95 _2uj8 132884 1215
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high-2014.08.24 0 r 172.28.124.95 _2uj9 132885 2653
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high-2014.08.24 0 r 172.28.124.95 _2ujb 132887 11
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high-2014.08.24 0 r 172.28.124.95 _2ujc 132888 133
0 218.9kb 4778 false true 4.8 true
high-2014.08.24 0 r 172.28.124.95 _2ujd 132889 86
0 192.4kb 3916 false true 4.8 true
high-2014.08.24 0 r 172.28.124.95 _2uje 132890 36
0 90.6kb 1787 false true 4.8 true
high-2014.08.24 0 r 172.28.124.95 _2ujf 132891 90
0 182.6kb 3341 false true 4.8 true
high-2014.08.24 0 r 172.28.124.95 _2ujg 132892 64
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high-2014.08.24 0 r 172.28.124.95 _2ujh 132893 73
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high-2014.08.24 0 r 172.28.124.95 _2uji 132894 39
0 77.7kb 1219 false true 4.8 true
high-2014.08.24 0 r 172.28.124.95 _2ujj 132895 62
0 115.3kb 1776 false true 4.8 true
high-2014.08.24 1 r 172.28.124.96 _lir 27891 6314882
0 4.2gb 60274374 true true 4.8 false
high-2014.08.24 1 r 172.28.124.96 _y91 44389 18151180
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high-2014.08.24 1 r 172.28.124.96 _1idj 70471 11008741
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high-2014.08.24 1 r 172.28.124.96 _1nx3 77655 5325074
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high-2014.08.24 1 r 172.28.124.96 _212m 94702 18572829
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high-2014.08.24 1 r 172.28.124.96 _245j 98695 4736068
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high-2014.08.24 1 r 172.28.124.96 _27hi 103014 2457516
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high-2014.08.24 1 r 172.28.124.96 _28jw 104396 7595879
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high-2014.08.24 1 r 172.28.124.96 _2bhx 108213 1827666
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high-2014.08.24 1 r 172.28.124.96 _2dbd 110569 4269234
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high-2014.08.24 1 r 172.28.124.96 _2fi9 113409 2305866
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high-2014.08.24 1 r 172.28.124.96 _2hgt 115949 1448170
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high-2014.08.24 1 r 172.28.124.96 _2jrj 118927 4649323
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high-2014.08.24 1 r 172.28.124.96 _2khn 119867 1405633
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high-2014.08.24 1 r 172.28.124.96 _2oqf 125367 1613715
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high-2014.08.24 1 r 172.28.124.96 _2p1p 125773 409299
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high-2014.08.24 1 r 172.28.124.96 _2pig 126376 454418
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high-2014.08.24 1 r 172.28.124.96 _2qyn 128255 3933
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